[카테고리:] Insight

  • B2B Startup Failure Case: The Cost of Neglecting Marketing

    B2B Startup Failure Case: The Cost of Neglecting Marketing

    Why should we examine B2B startup failure cases, especially those that failed? The reason is that B2B startups operate in a highly competitive environment, where many companies experience failure. Often, these companies attribute their failure to their products not achieving market fit. In other words, they created products that no one wanted, leading to an inability to gain customers and generate revenue. However, they often miss the underlying issues at play.

    Let’s take a closer look at the B2B startup failure case of Argyle Social to understand the barriers in the B2B startup market and uncover the key lessons from this marketing case.

    B2B Startup Failure Case: Why Did Argyle Social Fail?

    Who is Argyle Social?

    Argyle Social Logo

    Argyle Social was a company that provided a social marketing platform. It offered an interactive platform designed to help marketers improve customer engagement and lead generation on social media platforms.

    Initially, the platform was well-received, recognized for its reasonable pricing in the market. At one point, it even became a preferred program among marketers due to its intuitive dashboard and effective scheduling features.

    Why Argyle Social Failed?

    B2B Startup Failure Case: Why Did Argyle Social Fail?
    B2B Startup Failure Case: Why Did Argyle Social Fail?

    However, despite its early success, Argyle Social eventually closed its doors.

    The company’s founder, Adam Covati, made efforts to integrate their software with various social media marketing automation tools to stand out from the competition.

    Although these efforts were practically useful for marketing, the company lost momentum in the market due to the aggressive marketing strategies of its competitors.

    This B2B startup failure case highlights the risks associated with underestimating the power of marketing in a highly competitive landscape.

    As Argyle Social became less competitive, its financial situation deteriorated to the point where it struggled to pay its employees, let alone fund the development and launch of new software.

    Social media giants like Facebook and Twitter frequently updated their APIs, and Argyle Social needed to keep up with these changes to function effectively on these platforms.

    While the company had the talent and technology, it lacked the manpower and funding to manage these updates. The shortage of funds led to a lack of personnel, making it impossible to maintain sufficient service levels.

    Covati sought business partners, but no one was willing to invest in Argyle Social’s potential, making it a cautionary B2B startup failure case.

    B2B Startups: The Importance of Marketing

    Many B2B startups face crises when they fail to secure additional funding before stabilizing their operations.

    Most startups find themselves in an intensely competitive environment and eventually realize they are not growing fast enough to generate the necessary revenue due to limited funds.

    Argyle Social is a prime B2B startup failure case, having experienced explosive growth in its early stages but ultimately failing to sustain it.

    The Downfall of Argyle Social: Neglecting Marketing

    Over its four years of operation, approximately 500 companies used Argyle Social’s platform. Despite achieving a reasonable profit at a mid-market price point, Covati admitted that competing with large companies was an uphill battle.

    As automation in social marketing platforms became a hot topic, Argyle Social garnered significant attention, but the competition became fiercer as more companies entered the field.

    In the end, Covati conceded that they lost the fight against larger competitors. This B2B startup failure case serves as a reminder of the consequences of neglecting marketing efforts.

    Covati’s Reflection on Failure

    Adam Covati - Argyle Social CEO
    Adam Covati – Argyle Social CEO

    According to Adam Covati, the CEO of Argyle Social, “Interest from suppliers and knowledgeable customers was high, and with our intriguing integrations and technology, Argyle Social seemed promising. However, business partners believed that while our technology was interesting, it was still premature.”

    He added that there was one thing he deeply regretteda critical point that could have influenced the company’s future and possibly helped them avoid failure. “Since our customers became direct marketing channels, we didn’t invest in our own marketing. The common issue for tech-based companies like ours is that we fail to recognize the importance of marketing. We didn’t realize that good technology and resources alone were not enough. Argyle Social initially invested in marketing, but in hindsight, we should have continued to invest boldly in our own marketing. However, such decisions are difficult to make when managing finances.”

    Covati hoped that other B2B startups would not follow in their footsteps. He stressed that while it may be difficult for CEOs to decide where to invest their capital, skimping on self-marketing is a foolish move. Despite attracting a substantial number of customers in its early stages, Argyle Social eventually lost them to competitors who could outpace them with large-scale marketing strategies. Their financial resources were simply insufficient to compete with the extensive marketing efforts of their rivals.

    Lessons from B2B Startup Marketing Cases

    Invest in Your Own Marketing

    B2B Startup Marketing Cases

    Covati pointed out that it is challenging for small startups to keep up with platforms like Facebook and Twitter.

    Over time, it becomes increasingly difficult to maintain competitiveness with certain services from other companies.

    Every time social networks update their APIs, substantial development work is required on third-party social media platforms as well. Argyle Social attempted to automate and cut back on self-marketing to invest more in these technological developments.

    However, their efforts to integrate marketing automation systems ultimately failed to yield results.

    Meanwhile, their competitors secured significant capital and expanded their sales and marketing strategies, leading to yet another B2B startup failure case.

    What Strategy Should Small Startups Adopt?

    Self-marketing strategies, such as content marketing, are among the most critical promotional tactics for B2B startups.

    This is because they can be executed without large capital investments, and when done well, they can yield substantial returns relative to the time and effort invested.

    However, it is also true that if appropriate content marketing strategies are not tailored to each field, it could result in wasted time.

    For early-stage B2B startup founders who lack experience, diving into content marketing for the first time can be a significant risk, leading to mistakes.

    They also face limitations in terms of time and resources. In such cases, seeking direct help from self-marketing experts can be a wise approach. If you want to learn more about startup marketing strategies, consulting with experts might be a good option.

  • Content Marketing KPIs: How to Measure Success

    Content Marketing KPIs: How to Measure Success

    The strategy behind content marketing KPIs is a critical aspect of any business. The more strategically and efficiently you use content marketing, the more your business can experience measurable success. However, there isnt a one-size-fits-all solution, so individualized analysis is necessary.

    How to measure content marketing

    Content marketing offers the advantage of being both cost-effective and efficient, but even the smallest budget can be a burden depending on the size of the company. Therefore, its essential to consider ROI when engaging in content marketing.

    Marketers must measure and optimize the performance of their content marketing to improve engagement, which in turn allows for more effective ROI measurement.

    So, what are the strategies, tactics, and recent trends in content marketing performance measurement?

    The Challenge of Content Marketing KPIs

    Accurately measuring marketing effectiveness is extremely challenging. Surveys reveal that two-thirds (66%) of marketers find it difficult to measure content marketing performance, while only one-third (34%) consider it somewhat easy or straightforward.

    To properly measure content marketing performance, a significant amount of data must be collected. Beyond this, marketers often have differing opinions when discussing marketing effectiveness. For clarity, lets examine the three types of marketing effects:

    Channel-Specific Effects

    Content Marketing KPIs: Channel-Specific Effects

    Consider a scenario where youve spent a substantial amount on paid search advertising. Youd naturally wonder how many of those conversions from paid search might have occurred organically. This is known as the channel-specific effect.

    To understand channel-specific effects, you can either track the direct increase in conversions from the ads or analyze and measure the impact of ads across different channels. Another approach is conducting a randomized controlled experiment, not at a geographical level but at the user level.

    For example, by dividing target users into two groupsone exposed to ads and the other notmarketers can compare the behavior of those exposed to advertising with those who werent. Some argue that such tests don’t fully capture the true channel-specific effect, but its still a strategic option for measuring content marketing performance.

    Cross-Media Effects

    Advertising platforms often provide various options for placing ads, which prompts marketers to consider the effectiveness of resources across different marketing channels. This is referred to as the cross-media effect.

    Not all ad spend results in conversions, which is why measuring cross-media effects is complex and challenging. Most advertising platforms cannot measure cross-media effects. However, market comparison tests can analyze specific user behaviors to assess cross-media effects. If you have a generous budget, advanced modeling techniques like conversion modeling can also be employed.

    Leveraging cross-media effects can help optimize the budget allocated for content marketing performance measurement.

    Marketing Portfolio Effects

    Marketing Portfolio Effects

    Marketers are concerned with measuring the effectiveness of all marketing activities that have been budgeted. This is known as the marketing portfolio effect.

    In other words, how effective is the marketing spend across platforms A, B, and C? The return on investment relative to the expenditure is a crucial metric for measuring performance. Accurately measuring marketing effectiveness can have a significant impact on marketing decisions.

    However, precise measurement is difficult, and conflicting results are common. Like cross-media effects, marketing portfolio effects can be measured through market comparison tests.

    Content Marketing KPIs and the Necessity of Martech Tools

    As mentioned earlier, content marketing typically utilizes multiple channels.

    Surveys show that one in five marketers uses more than six tools to track content marketing KPIs. Moreover, over half of respondents use at least three to five tools.

    Content Marketing KPIs and the Necessity of Martech Tools

    As technology advances and market trends evolve, the field of marketing technology is becoming increasingly sophisticated.

    With the growth of AI and automation, the Martech stack has expanded rapidly, enhancing related capabilities. Additionally, the acceleration of digital and e-commerce has led to the rise of flexible, cloud-based technologies.

    The Need for Robust Marketing Measurement Tools

    Martech is on the rise to more effectively prove marketing impact. Due to the COVID-19 pandemic, companies have chosen to review costs and reduce budgets across all areas. This has necessitated that content marketers demonstrate the value and effectiveness of their roles more clearly and accurately.

    Although the pandemic has subsided, content marketers will continue to feel pressure to report on marketing success and automation. As a result, experts suggest that finding tools that effectively measure marketing impact will become the norm. Going forward, marketers will focus on targeting potential customers, tracking and optimizing capabilities, and improving sales cycles through automation and machine learning.

    These will become meaningful metrics for business improvement. While perfect measurement is challenging, marketers will increasingly be able to extract more meaningful data. Content marketers will adapt to environments where they can more effectively measure and continuously improve ROMI.

    Content Marketing KPIs: Conversion Rates and Traffic

    Content Marketing KPIs: Conversion Rates and Traffic

    Regardless of budget size, marketers need to have a solid understanding of the concept of marketing effectiveness. To measure performance effectively, its crucial not only to use the right tools but also to clearly define metrics.

    Half of the marketers agree that conversion rates (50%) and website traffic (46%) are among the most important metrics to consider when assessing the overall performance of content marketing strategies. Additionally, 39% of respondents ranked engagement on social media channels high on their list of key metrics.

    Traffic and conversion rates are vital metrics, providing marketers with clear and straightforward evidence. However, not all visitors generate revenue or become customers. If the percentage of visitors converting to leads decreases, the number of visitors becomes less relevant.

    Instead, marketers will focus on targeting more suitable potential customers rather than simply attracting more visitors. In this way, conversion rates and traffic can complement each other.

    Marketers want visitors who have the potential to become leads. Therefore, they will target specific niche markets, excluding numerous visitors who are unlikely to convert. This allows marketers to use their time more efficiently.

    Marketers should strive to build an ideal customer persona and form optimized, customer-tailored metrics. Once marketers establish metrics for a specific customer group, setting up and measuring these metrics becomes much simpler. Instead of wasting energy on filtering out irrelevant traffic, marketers can spend time nurturing traffic with a higher likelihood of conversion.

    Conclusion and Next Steps

    Creating great content is crucial, but its just one element of the bigger picture in marketing. Content marketers must consider the most significant challenges and then develop a strategic plan to overcome them. At Growth Marketing Agency, we believe that establishing content marketing KPIs that everyone agrees on and reviewing the marketing technology stack are essential parts of the marketing strategy. We are committed to realizing data-driven content marketing.

    Still find content marketing challenging? Start by checking out Growth Marketing Agencys content marketing case study and SEO marketing case study to see the analyzed results.

  • 콘텐츠 마케팅 KPI 측정 가이드

    콘텐츠 마케팅 KPI 측정 가이드

    디지털 시대에 콘텐츠 마케팅은 기업의 마케팅 전략에서 핵심적인 역할을 담당하고 있습니다. 그러나 많은 마케터들이 콘텐츠 마케팅 KPI 측정에 어려움을 겪고 있습니다. 이는 단순히 기술적인 문제가 아닌, 콘텐츠 마케팅의 복잡한 특성에서 기인합니다.

    이 글에서는 콘텐츠 마케팅 KPI 측정이 왜 중요한지, 그리고 결과 분석 포인트에 대해서 알려드리겠습니다.

    콘텐츠 마케팅 KPI의 중요성과 도전 과제

    최근 실시된 설문조사에 따르면, 마케터의 66%가 콘텐츠 마케팅 성과 측정이 어렵다고 응답했습니다.

    이는 콘텐츠 마케팅 KPI 측정의 복잡성과 중요성을 동시에 보여주는 결과입니다.

    이러한 어려움의 주요 원인으로는 다양한 채널의 존재, 긴 구매 주기, 그리고 콘텐츠의 간접적인 영향 등을 들 수 있습니다.

    콘텐츠 마케팅은 블로그, 소셜 미디어, 이메일 등 다양한 채널을 통해 이루어 지는데, 각 채널마다 고유한 특성과 측정 방식이 있어, 통합된 성과 측정이 쉽지 않습니다.

    특히 B2B 분야에서는 구매 결정까지 긴 시간이 소요되는데, 연구에 따르면 B2B 판매의 74.6%가 4개월 이상 걸리는 것으로 나타났습니다. 이는 콘텐츠의 즉각적인 효과를 측정하기 어렵게 만드는 요인입니다.

    또한 콘텐츠는 종종 직접적인 판매로 이어지기보다 브랜드 인지도 향상이나 신뢰 구축 등 간접적인 영향을 미칩니다. 이러한 간접적인 효과를 수치화하는 것은 매우 어려운 작업입니다.

    데이터 수집과 분석의 복잡성

    콘텐츠 마케팅 KPI를 정확히 측정하기 위해서는 방대한 양의 데이터를 수집하고 분석해야 합니다.

    이 과정에서 여러 가지 어려움이 발생합니다. 우선, 많은 마케터들이 다양한 도구를 사용하여 데이터를 수집하고 분석합니다.

    설문 결과에 따르면, 마케터의 1/5이 6가지 이상의 도구를 사용하여 콘텐츠 마케팅 KPI를 측정한다고 합니다.

    이렇게 여러 도구를 사용함으로써 데이터가 여러 곳에 분산되어 있어, 전체적인 그림을 파악하기 어려워집니다.

    데이터의 단편화는 통합적인 분석을 어렵게 만들며, 일관된 결과를 도출하는 데 장애가 됩니다.

    다양한 마케팅 효과 유형 이해 부족

    콘텐츠 마케팅 KPI를 효과적으로 측정하기 위해서는 다양한 마케팅 효과 유형을 이해해야 합니다.

    주요 효과 유형으로는 채널별 효과, 크로스 미디어 효과, 그리고 마케팅 포트폴리오 효과가 있습니다.

    채널별 효과는 각 마케팅 채널이 개별적으로 미치는 영향을 말합니다.

    예를 들어, 유료 검색 광고를 통해 발생한 전환 중에서 자연 검색으로도 발생했을 전환의 비율을 파악하는 것이 중요합니다. 이를 통해 각 채널의 실제 효과를 더 정확히 평가할 수 있습니다.

    크로스 미디어 효과는 여러 마케팅 채널이 상호작용하여 발생하는 시너지 효과를 의미합니다.

    예를 들어, 소셜 미디어 광고와 이메일 마케팅이 함께 사용될 때 발생하는 추가적인 효과를 말합니다.

    이러한 효과를 이해하고 측정함으로써 채널 간 최적의 조합을 찾을 수 있습니다.

    핵심 콘텐츠 마케팅 KPI 지표

    효과적인 전략 수립을 위해 주요 콘텐츠마케팅 KPI 지표를 간략히 살펴보겠습니다:

    1. 웹사이트 트래픽: 페이지 뷰, 고유 방문자 수, 세션 수 등을 통해 콘텐츠의 도달 범위를 측정합니다.
    2. 참여도: 페이지 체류 시간, 이탈률, 소셜 미디어 공유 및 댓글 수 등으로 콘텐츠와의 상호작용을 평가합니다.
    3. 전환율: 구매, 리드 생성, 콘텐츠 다운로드, 이벤트 등록 등 비즈니스 목표 달성에 대한 기여도를 측정합니다.
    4. SEO 성과: 검색 엔진 랭킹, 유기적 트래픽, 클릭률(CTR), 백링크 품질 등을 통해 검색 가시성을 평가합니다.

    이러한 지표들은 종합적으로 분석되어야 하며, 비즈니스 목표에 따라 우선순위를 정해야 합니다.

    콘텐츠 마케팅 KPI 전략

    통합적 데이터 분석 접근법 채택

    콘텐츠 마케팅 성과 측정에 가장 유용한 측정 항목
    콘텐츠 마케팅 성과 측정에 가장 유용한 측정 항목에 대한 설문. 전환율(50%), 퀄리티 높은 리드(45%), 웹사이트 트래픽(42%) 순으로 선정되었다. (출처: Content Marketing KPIs: Organized and Simplified)

    콘텐츠 마케팅의 성과를 정확히 파악하기 위해서는 여러 지표를 종합적으로 분석하는 것이 중요합니다.

    예를 들어, 웹사이트 트래픽이 높더라도 전환율이 낮다면 콘텐츠가 잘못된 대상을 유치하고 있거나 랜딩 페이지에 문제가 있을 수 있습니다.

    따라서 트래픽, 참여도, 전환율 등 다양한 지표를 함께 고려해야 합니다.

    또한, 다양한 지표 간의 상관관계를 분석하는 것도 중요합니다. 예를 들어, 특정 유형의 콘텐츠가 높은 참여도를 보이면서 동시에 전환율도 높다면, 해당 콘텐츠 유형에 더 많은 리소스를 투자하는 것이 효과적일 수 있습니다.

    고급 분석 기법 적용

    단순한 지표 측정을 넘어 고급 분석 기법을 적용하면 더 깊이 있는 인사이트를 얻을 수 있습니다. 예측 분석은 과거 데이터를 기반으로 미래 성과를 예측하는 기법입니다.

    이를 통해 특정 콘텐츠의 성과가 어떻게 변할지 예측하고, 이에 따라 콘텐츠 전략을 조정할 수 있죠.

    세그먼테이션 분석은 고객을 다양한 기준으로 나누어 각 그룹별 성과를 분석하는 방법입니다.

    예를 들어, 연령대별로 선호하는 콘텐츠 유형이 다를 수 있으므로, 이를 파악하여 타겟 고객에게 맞춤형 콘텐츠를 제공할 수 있습니다.

    마케팅에서 귀인 이론(attribution theory)이란, 다양한 접점이 최종 전환에 미치는 영향을 분석하는 기법인데요.

    이를 적용하면 블로그 글을 읽은 후 소셜 미디어 광고를 클릭하고 최종적으로 구매한 고객의 경우, 각 접점이 구매 결정에 얼마나 기여했는지 분석할 수 있습니다. 즉, 각 채널과 콘텐츠 유형의 효과성을 정확히 평가할 수 있습니다.

    실시간 모니터링 및 대응 체계 구축

    콘텐츠 마케팅 환경은 빠르게 변화하므로, 실시간으로 성과를 모니터링하고 신속하게 대응할 수 있는 체계를 구축하는 것이 중요합니다.

    주요 KPI가 특정 임계값을 넘어가면 즉시 알림을 받을 수 있도록 설정하면, 문제 상황에 빠르게 대처할 수 있습니다.

    A/B 테스트를 자동화하는 것도 효과적인 전략입니다.

    블로그 포스트의 제목이나 이미지를 다르게 하여 어떤 버전이 더 높은 클릭률을 보이는지 지속적으로 테스트할 수 있습니다. 이를 통해 콘텐츠를 끊임없이 최적화할 수 있습니다.

    동적 콘텐츠 최적화는 사용자의 행동 데이터를 기반으로 실시간으로 콘텐츠를 개인화하는 기법입니다. 특정 주제에 관심을 보인 사용자에게 관련 콘텐츠를 추천하여 참여도를 높일 수 있습니다.

    머신러닝과 AI 활용

    AI 기술을 활용하면 더욱 정교한 KPI 측정과 분석이 가능해집니다. 자연어 처리(NLP) 기술을 활용하면 소셜 미디어 댓글이나 리뷰의 감성을 자동으로 분석할 수 있습니다. 이를 통해 콘텐츠에 대한 정성적 피드백을 정량화하여 더 객관적인 평가가 가능해집니다.

    이상 탐지 기술을 활용하면 비정상적인 트래픽 패턴이나 사용자 행동을 자동으로 감지할 수 있습니다.

    갑자기 특정 페이지의 이탈률이 크게 증가했다면 이를 즉시 파악하고 원인을 분석할 수 있습니다.

    AI 기반의 콘텐츠 추천 시스템을 구축하면 사용자의 행동 데이터를 기반으로 개인화된 콘텐츠를 추천할 수 있습니다. 이를 통해 사용자 경험을 개선하고 참여도를 높일 수 있습니다.

    콘텐츠 마케팅 평가 지표 결과 분석하기

    평가 지표 피드백

    콘텐츠 마케팅 성과 측정 지표
    성장의 콘텐츠 마케팅 성과 측정 지표

    그렇다면 본격적으로 콘텐츠 평가 지표 분석을 위한 매트릭스를 구체화해보겠습니다. ㈜성장의 경우, 콘텐츠의 각 요소에 따른 지표를 오각형으로 만들어 평가하고 있습니다.

    • 콘텐츠 품질: 참여도 지표(페이지 체류 시간, 낮은 이탈률)를 분석하여 콘텐츠의 품질과 관련성에 대한 인사이트를 제공합니다.
    • 검색 엔진 최적화: 오가닉 트래픽과 CTR을 모니터링하면 검색 엔진 결과에서 콘텐츠가 얼마나 잘 수행되는지 평가할 수 있습니다.
    • 오디언스 참여: 소셜 공유, 댓글 및 사용자 상호 작용은 콘텐츠가 오디언스 내에서 생성하는 참여 수준을 나타냅니다.
    • 전환 효과: 전환율 분석을 통해 콘텐츠가 사용자가 원하는 행동을 취하도록 동기를 부여하여 비즈니스 목표에 얼마나 기여하는지 알 수 있습니다.
    • 신뢰도 구축: 고품질 백링크를 확보하면 콘텐츠의 권위가 향상되어 검색 엔진 순위에 긍정적인 영향을 미칩니다.

    최종적으로 이 다섯 가지 분야의 평점을 매기고, 개선이 필요한 영역을 식별합니다.

    실적이 저조한 지표를 파악하면 콘텐츠의 개선 또는 향상이 필요한 부분에 대한 인사이트를 얻을 수 있습니다.

    지표에 따른 개선 전략 탐색

    웹사이트 트래픽을 늘리는 콘텐츠 마케팅 기법
    웹사이트 트래픽을 늘리는 콘텐츠 마케팅 기법. ▲에버그린 콘텐츠 ▲효과적인 키워드 사용 ▲틈새시장과 관련된 콘텐츠 ▲경쟁사 확인하기 ▲시각적 요소로 공유 가능성 향상 ▲신뢰할 수 있는 링크 만들기 ▲자신의 콘텐츠를 공유하고 홍보 (출처: 7 Best Content Marketing Strategies to Boost Website Traffic)

    이러한 데이터 기반 접근 방식을 통해 변화하는 고객의 기대치와 검색 엔진의 역학 관계에 맞춰 콘텐츠를 조정할 수 있습니다.

    궁극적으로는 디지털 콘텐츠 영역에서 지속적인 성공을 도모할 수 있죠.

    이러한 다양한 전략들을 종합적으로 적용함으로써, 콘텐츠 마케팅 KPI를 더욱 효과적으로 측정하고 분석할 수 있습니다.

    이는 단순히 성과를 측정하는 것을 넘어, 데이터에 기반한 의사결정과 지속적인 성과 개선을 가능하게 합니다.

    결과적으로 더욱 효과적인 콘텐츠 마케팅 전략을 수립하고 실행할 수 있게 될 것입니다.

    콘텐츠 마케팅 KPI를 효과적으로 측정하고 분석하는 것은 성공적인 디지털 마케팅 전략의 핵심입니다.

    적절한 KPI를 선택하고, 정확한 데이터를 수집하며, 이를 통합적으로 분석함으로써 마케터들은 더 나은 의사결정을 내릴 수 있습니다.

    마케팅 기술의 발전과 함께, 앞으로 콘텐츠 마케터들은 더욱 정교한 ROMI(Return on Marketing Investment) 측정이 가능해질 것입니다.

    이는 단순히 성과를 보고하는 것을 넘어, 지속적인 개선과 최적화를 위한 귀중한 인사이트를 제공할 것입니다.

    결국, 콘텐츠 마케팅 KPI 측정의 궁극적인 목표는 데이터 기반의 의사결정을 통해 마케팅 효과를 극대화하는 것입니다.

    이를 통해 기업은 더 효율적인 콘텐츠 전략을 수립하고, 궁극적으로는 비즈니스 성장을 가속화할 수 있을 것입니다.

  • Korean Influencers in Marketing: Micro vs. Macro Influencers

    Korean Influencers in Marketing: Micro vs. Macro Influencers

    Influencer marketing isn’t a new concept, but its landscape has evolved dramatically over time. Historically, only celebrities wielded this kind of influence. Today, the field is diverse, with various types of influencers making an impact. As brands strive for deeper, more authentic connections with their audiences, understanding the roles and benefits of different types of Korean influencers is crucial.

    In this article, well delve into the world of Korean influencers in marketing, highlighting their unique characteristics and advantages. Well guide you in selecting the right type of Korean influencer for your marketing strategy. By exploring these elements, we aim to provide you with insights to craft effective influencer marketing strategies tailored to your brands needs.

    Korean Influencers: Who Are the Truly Influential Figures?

    A Guide to Influencers: Mega, Macro, Micro, and Nano
    A Guide to Influencers: Mega, Macro, Micro, and Nano

    So, who exactly are the Korean influencers we commonly refer to? Simply put, they are creators with a substantial number of followers who exert influence on social media platforms. Influencers can be categorized based on their follower count as follows:

    • Nano Influencers: Fewer than 1,000 followers
    • Micro Influencers: 1,000 to 10,000 followers
    • Macro Influencers: 100,000 to 1 million followers
    • Mega Influencers: Over 1 million followers

    In this discussion, we will particularly focus on micro influencers and macro influencers. Why? Because each type of Korean influencer offers distinct advantages and disadvantages that can impact your marketing strategy.

    The Appeal of Korean Micro Influencers: Small but Mighty

    Korean micro influencers, while having fewer followers, possess unique traits that make them especially effective. Lets explore what sets them apart:

    • Close Relationships with Followers
      The greatest advantage of micro influencers is their close relationship with their followers. Their smaller follower count allows for more personal interactions, increasing follower loyalty.
      Example: A micro influencer in the beauty sector might engage daily with her audience through Instagram Live, creating a conversational atmosphere that fosters high engagement.
    • High Engagement Rates
      Micro influencers often have higher engagement rates compared to macro influencers. Engagement involves likes, comments, and shares, and micro influencers typically excel in this area.
      Statistical Insight: According to one study, the average Instagram engagement rate for micro influencers is 3.86%, while for mega influencers, it is only 1.21%.
    • Expertise in Specific Niches
      Korean micro influencers often focus on particular niches, which helps build trust with their followers.
      Utilization Tip: Look for Korean micro influencers whose niche aligns with your brand. For instance, an organic food brand should collaborate with influencers focused on healthy eating.
    • Authentic Content Creation
      Micro influencers generally produce natural and authentic content, building greater trust with their audience.
      Caution: Avoid forcing overly commercial content on Korean micro influencers, as it may backfire and diminish authenticity.
    Korean Influencers Abhaus
    ???? (a_b.haus) is a rising Korean micro influencer making waves in the interior design and home styling space. With around 7,800 followers on Instagram, she has cultivated an engaged audience passionate about home decor and interior design.

    The Power of Korean Macro Influencers: The Strength of Broad Influence

    Now, lets examine the characteristics of Korean macro influencers, who come with their own set of unique benefits:

    • Wide Influence and High Visibility
      The primary advantage of macro influencers is their extensive reach. With hundreds of thousands to millions of followers, they offer significant exposure from just one post.
      Usage Example: A fashion brand might collaborate with a famous Korean macro influencer for a new collection launch, achieving massive exposure and a spike in sales.
    • High-Quality Content Production
      Many Korean macro influencers have professional content creation teams, allowing them to deliver high-quality content consistently.
      Branding Tip: Leverage their capabilities by suggesting high-quality content formats like mini-documentaries or photo shoots that narrate a brand story.
    • Combination of Expertise and Popularity
      Many macro influencers start in specific niches and gradually gain broad appeal, offering both expertise and popularity.
      Caution: Ensure the macro influencers image aligns with your brand to avoid potential damage to your brands reputation.
    • Relatively Lower Engagement Rates
      Macro influencers typically have lower engagement rates compared to Korean micro influencers, but their large follower base means overall engagement can still be substantial.
      ?Strategic Approach: Plan campaigns that encourage follower participation, such as hashtag challenges or interactive events, to boost engagement.

    Analyzing Effectiveness in the Korean Market: Which Is More Effective?

    Lets explore which type of influencer is more effective in the Korean market.

    Korean Influencers: Advantages of Micro Influencers

    • High Trust and Authenticity
      Korean consumers highly value authentic content, and Korean micro influencers genuine posts resonate well with this preference.
      ?Strategic Approach: Encourage authentic content like product reviews or personal use stories, but avoid over-scripting.
    • Cost Efficiency and High Cost-Performance Ratio
      Collaborating with Korean micro influencers can be highly effective at relatively low costs. This is particularly attractive for startups and small businesses.
      Cost Comparison: While Korean macro and mega influencers often have average rates of KRW 30 to 50 million, Korean micro influencers can be contracted for around KRW 1 to 3 million.
    • Advantages in Target Marketing
      Korean micro influencers can be more effective for niche targeting due to their followers’ specific interests.
      ?Strategic Approach: Partner with Korean micro influencers whose niche aligns with your product or service for optimal impact.

    Korean Influencers: Advantages of Macro Influencers

    • Extensive Exposure
      In a country with high social media usage, Korean macro influencers can rapidly increase brand awareness.
      ?Strategic Approach: Use macro influencers for broad promotional efforts, such as new product launches.
    • Effective for Brand Recognition
      Collaborating with well-known Korean celebrities or influencers can enhance a brands image. Focus on conveying your brands story and values, rather than just product promotion, to build a premium brand image.
    Macro Korean Influencers Wonji's Day
    ????? (Wonji’s Day) is a Korean macro-influencer with approximately 950,000 subscribers on YouTube. She focuses on authentic, immersive travel experiences across various countries and cultures. Travel-related companies like airlines, hotels, and tourism boards could benefit from partnering with her to promote their services to her audience of Korean travel enthusiasts.

    Effective Influencer Marketing Strategies: How Should You Approach It?

    Here are some key points for crafting an effective influencer marketing strategy in the Korean market:

    • Selecting Influencers Based on Brand Goals
      The crucial first step is choosing Korean influencers that align with your brand objectives.
      ?Strategic Approach:
      • For brand awareness, Korean macro influencers may be more suitable.
      • For targeting specific audiences or driving sales, Korean micro influencers might be more effective.

    Caution: Dont focus solely on follower count. Evaluate the influencers content style, follower demographics, and past collaborations. 

    • Balanced Use of Micro and Macro Influencers
      A balanced approach, using both Korean micro and macro influencers, can be highly effective.
      ?Strategic Approach:
      • Use macro influencers for broad promotion.
      • Follow up with multiple micro influencers to provide detailed product information and user experiences.
    • Building Authentic Relationships for Long-Term Success
      Establishing long-term partnerships can provide a more authentic connection with influencers’ followers.
      ?Strategic Approach:
      • Consider long-term contracts.
      • Engage Korean influencers in product development and regular content creation.
      • Incorporate their feedback into improvements.
    • Measuring Performance Based on Content Quality and Engagement
      Focus on content quality and engagement metrics rather than just exposure.
      Measurement Metrics:
      • Quality and Quantity of Comments: Look for genuine, interest-driven comments.
      • Shares: The number of shares indicates content value.
      • Click-Through Rate (CTR) and Conversion Rate: Track website visits and purchases via influencer posts.
      • Analysis Tools: Use analytics tools like Instagram Insights to track these metrics effectively.
    Influencer Marketing Graph
    Only 17% of marketers leveraged celebrity or mega-influencers with more than 1 million followers in 2023

    Korean Influencers in Marketing: A Balanced Approach is Key

    Weve explored the characteristics and effective utilization of influencers, especially micro influencers and macro influencers in the Korean market. Its challenging to declare one type as definitively better than the other. The right strategy depends on your brands goals, target audience, and product characteristics.

    The key is a balanced approach. Combining the authenticity and high engagement of micro influencers with the broad reach of macro influencers can create a powerful synergistic effect. Additionally, focus on long-term relationship building rather than short-term results. Trust and authenticity are essential for achieving lasting brand success.

    Finally, remember that influencer marketing strategies are ever-evolving. Staying updated with the latest trends and adapting your strategy flexibly is crucial.

  • Performance Marketing Pitfalls and How to Overcome Them

    Performance Marketing Pitfalls and How to Overcome Them

    Are you curious about performance marketing pitfalls and why its essential to be aware of them?

    Marketing is a critical element of any business, requiring ongoing efforts and strategic planning. While the effectiveness of marketing strategies can be measured over time, not every strategy yields the desired results.

    When a marketing strategy falls into common pitfalls, the costs can escalate significantly, impacting time, resources, and customer acquisition efforts, which inevitably affect sales performance.

    Performance Marketing Pitfalls and How to Overcome Them

    It would be ideal if every marketing effort were guaranteed to succeed.

    However, as we all know, there is no such surefire method.

    While its impossible to predict with certainty whether a particular strategy will stumble into performance marketing pitfalls, there are certain factors you can avoid to reduce the risk.

    Based on our extensive experience at Growth Marketing Agency, were sharing insights on how to navigate and avoid these common performance marketing pitfalls.

    Why Do Performance Marketing Pitfalls Occur?

    In the competitive business landscape, companies often find themselves compelled to increase their marketing budgets.

    But what happens when the investment doesnt translate into the expected returns?

    Successfully navigating a performance marketing campaign is more challenging than it seems.

    How can you enhance the ROI of a performance marketing campaign? How can you manage the fragmented customer journey and optimize every interaction with potential customers?

    Unclear Goals and Strategy

    Why Do Performance Marketing Pitfalls Occur?
    9 Reasons why Digital Marketing Strategies Fail

    One of the most significant performance marketing pitfalls is the lack of clear goals and strategy.

    Without a well-defined plan, marketing efforts can become unfocused, making it difficult to achieve meaningful results. Its crucial to establish clear objectives and create a strategic roadmap that aligns with your overall business goals.

    Take the time to define your digital marketing goals and develop a comprehensive strategy that includes identifying your target audience, choosing the right channels, setting performance metrics, and allocating the necessary budget and resources.

    ? For a better understanding, check out the performance marketing strategies provided by Growth Marketing Agency.

    Misunderstanding Customer Intent and Keyword Selection

    Misunderstanding Customer Intent and Keyword Selection
    Why performance marketing won’t grow your brand

    Another common performance marketing pitfall is a lack of understanding of the customer.

    To run a successful campaign, you need to have a deep understanding of your potential customers’ preferences, needs, behaviors, and pain points.

    Failure to target the right audience or select appropriate keywords increases the likelihood of campaign failure. Identifying the right keywords can resonate with potential customers and help clarify their intent.

    Conduct thorough market research to gain deep insights into your target audience, and use data-driven insights to create buyer personas. This will guide your keyword selection and allow you to tailor your marketing messages accordingly.

    Regularly updating your buyer personas by tracking and reflecting changes in customer behavior is essential to avoid these pitfalls.

    Insufficient Budget and Resources

    Performance Marketing Pitfalls: Insufficient Budget and Resources

    Given that performance marketing is results-driven, it requires a substantial financial investment.

    Insufficient budget and resources can lead to significant performance marketing pitfalls, compromising the success of your campaigns. Allocating inadequate resources can limit the scope and impact of your campaigns, leading to diminished results.

    To avoid these pitfalls, its crucial to set a realistic budget and allocate sufficient resources to your performance marketing efforts.

    Data-Driven Decision-Making Deficiency

    Performance marketing heavily relies on data and analytics. One of the more subtle performance marketing pitfalls is the failure to leverage data for decision-making.

    Without accurate data tracking and analysis, you may miss critical insights needed to optimize your campaigns.

    To avoid this, marketers must make full use of analytical and tracking tools to accurately measure marketing performance.

    Key metrics such as website traffic, engagement, conversion rates, and ROI should be continuously monitored to make informed decisions and optimize campaigns.

    Inconsistent and Inefficient Branding

    Inconsistent and Inefficient Branding
    A classic example of inconsistent branding leading to customer backlash is Coca-Cola’s “New Coke.”

    Coca-Cola had to revert to its previous branding strategy after facing resistance from its customers.

    Branding helps build trust, credibility, and recognition with your target customers. However, inconsistent or ineffective branding can lead to digital marketing failures. If the brand message is unclear or lacks consistency, it may fail to resonate with the target audience. This can negatively impact brand awareness and customer engagement.

    To avoid these performance marketing pitfalls, you must develop a strong and consistent brand identity that aligns with your overall marketing strategy. Ensure that your brand message and values are consistently reflected across all marketing efforts. Building a strong brand image requires creating a compelling brand story, designing a visually appealing website, and producing consistent content.

    Failing to Adapt to Changes and Algorithms

    Failing to Adapt to Changes and Algorithms

    The current market is constantly evolving with new technologies, trends, and algorithms tailored to the digital age. Businesses that fail to adapt to these changes may struggle to succeed. For instance, if you dont keep up with the latest search engine algorithms, your websites search rankings could drop, leading to a decline in traffic.

    To stay competitive and avoid performance marketing pitfalls, its crucial to stay informed about the latest digital market trends and algorithm updates. Partnering with a reliable collaborator who can help monitor market trends and adjust strategies accordingly can be a great way to keep your business on track.

    Lack of Patience and Persistence

    Lack of Patience and Persistence

    Did you know that performance marketing is not a short-term solution for immediate success? The growth strategies we advocate emphasize patience and persistence, with efforts accumulating through repeated experimentation.

    Many companies fail in marketing because they expect immediate results and give up too quickly when those results arent achieved. Marketing requires a long-term plan that involves continuous effort and optimization.

    Businesses need to set realistic expectations and understand that marketing takes time. Patience and persistence are keycontinuously accumulate efforts and refine strategies through constant testing.

    Winning Strategies to Avoid Performance Marketing Pitfalls

    Continuous A/B Testing

    Q: What is A/B Testing?

    A. A/B Testing involves comparing two versions of a landing page to determine which one performs better based on target customer preferences. By implementing insights gained from A/B Testing, you can optimize conversion rates.

    What is A/B Testing and Why It Matters for Mobile Developers
    What is A/B Testing and Why It Matters for Mobile Developers

    Why should you use A/B Testing in performance marketing? The first step in an effective marketing campaign is setting high-level goals that serve as benchmarks for evaluating the campaign. Typically, businesses aim to drive more traffic to their websites.

    Experienced marketers know the importance of using analytical tools to evaluate website performance. However, even if a website regularly receives high traffic, if it doesnt lead to conversions, you might be missing something essential. A/B Testing provides valuable insights that can help prevent costly mistakes by leveraging the traffic effectively.

    For example, before launching a display ad campaign that directs customers to a product page on your website, conducting A/B Testing on that product page can offer insights that can be implemented. This way, marketers can avoid wasting money on ads that dont generate profits and instead focus on converting visitors into buyers.

    In summary, A/B Testing can help maximize ROI, reduce costs, and generate high-quality leads.

    Data Analysis and Utilization

    Collecting and analyzing data from various digital sources to gain insights into your marketing strategy is essential for any performance marketer. By fully utilizing digital marketing analytics tools, marketers can minimize bounce rates, create personalized experiences, and generate high-quality leads.

    Data analysis helps eliminate guesswork in marketing strategies and maximizes value from a companys budget, thereby improving business efficiency. Data comes from various sources, and if a company lacks a pool of skilled professionals to use this data effectively, it can become a burden.

    Data Analysis and Utilization

    Skilled marketers use data analysis to understand large volumes of data, allowing them to realign product strategy, branding, and marketing campaigns.

    The more sophisticated the data analysis techniques used, the better a company can understand the market and its customers. This understanding leads to the development of effective strategies, more personalized customer interactions, and, ultimately, increased revenue.

    Overcoming Performance Marketing Pitfalls

    In conclusion, the failures in performance marketing often stem from a lack of understanding of the customer, as well as a lack of patience and persistence.

    To overcome these challenges, clear goal setting, precise targeting based on customer insights, data-driven decision-making, and a persistent approach are necessary.

    Performance marketing is a dynamic and ever-evolving field, and failures can occur in any business. However, it is crucial to learn from these failures, continuously experiment with strategies, and accumulate successes to improve marketing efforts.

    By addressing the common causes of performance marketing pitfalls and implementing effective solutions, businesses can increase their chances of success and achieve their marketing goals. Marketers must always remember that marketing is an ongoing process of experimentation, optimization, and improvement.

  • What are Primary Keywords and Secondary Keywords?

    What are Primary Keywords and Secondary Keywords?

    Keyword strategy is crucial for the success of both organic and paid search campaigns. Deciding which primary keywords to target for advertising and how to optimize for organic search results through SEO are key factors that can determine the success of a campaign.

    However, creating a strategy for every possible keyword is nearly impossible. Instead, we need to categorize keywords based on their characteristics, search intent, and search volume, and then develop targeted strategies for each category.

    Search engines continuously analyze content across the internet to provide users with the best possible search results. They keep track of nearly all content on every website and webpage in real-time.

    What are Primary Keywords and Secondary Keywords?

    What are Primary Keywords and Secondary Keywords?
    How Many SEO Keywords Should a Page Really Target?

    From an SEO perspective, a primary keyword, also known as a focus keyphrase, is the main term or phrase that a webpage is expected to rank for in search engine results.

    In essence, a primary keyword is the main keyword that the page is optimized for. Typically, primary keywords have high search volumes and, if they rank well in the SERPs, can drive significant organic traffic.

    On the other hand, secondary keywords add context, value, and depth to the content. These are more closely related to the search intent. Secondary keywords include all keywords that are closely related to the primary keyword being targeted on a page. Synonyms, subtopics, and long-tail keywords can all be considered secondary keywords.

    Including secondary keywords in subheaders and body text allows you to cover various aspects of a topic, helping Google better understand the content of the page.

    ?SEO Case Study: The Power of Keyword Analysis

    From a performance marketing perspective, primary keywords are high-volume terms directly connected to your product or service, often with high CPC and intense competition.

    In contrast, secondary keywords usually have lower search volumes, are less directly related to your product, or consist of long-tail keywords made up of two or more words. These generally have lower CPCs and face slightly less competition than primary keywords.

    Primary Keywords vs. Secondary Keywords

    The relationship between primary and secondary keywords

    The relationship between primary and secondary keywords
    The relationship between primary and secondary keywords starts with the primary keyword, then expands to include secondary keywords, and finally incorporates even more specific secondary keywords.
    (Source: Understanding On-Page Search Engine Optimization – SERPninja)

    Primary Keywords as the Core of Content Marketing

    Primary keywords are the cornerstone of content marketing. For instance, if your company sells yoga clothes, yoga clothes might be your primary keyword. This is the term that best represents your market and is also the most frequently searched term related to your business. Therefore, the most crucial aspect of content marketing is to choose the right primary keyword.

    Secondary keywords, while related to the primary keyword, are more specific. For example, secondary keywords for yoga clothes could include womens yoga clothes, short-sleeve yoga clothes, yoga clothes prices, recommended yoga clothes, and yoga clothes brands. These more specific terms are easier to rank for in search engines and often have lower CPCs and less competition in search ads.

    Why are Secondary Keywords as Important as Primary Keywords?

    Why should you use secondary keywords in content marketing? If you create content targeting high-volume keywords and rank well, you will attract a lot of organic traffic, which seems great for content performance. However, secondary keywords play an equally important role.

    For example, imagine that a company writes a high-quality blog article on IT technology, including explanations of technical terms and real-life examples. However, upon analyzing the incoming audience, they find that the article attracted as many students studying the subject as it did industry decision-makers and engineers. While it succeeded in ranking well for a high-volume primary keyword, it also attracted traffic from students who were primarily interested in learning, not buying.

    Although organic traffic is generally beneficial, its more valuable when it leads to conversions. This relates to search intent. When people search for solutions to problems, they use more specific terms. Returning to the yoga clothes example, someone searching for yoga clothes might just be curious about their appearance, but someone searching for short-sleeve yoga clothes prices likely has a clear purchasing intent.

    Thus, if you only focus on a primary keyword strategy, you may miss out on potential customers with a higher likelihood of conversion. By effectively utilizing secondary keywords, you can attract a more diverse audience, which can significantly improve performance.

    Lastly, primary and secondary keywords are closely linked and essential components of your strategy. Primary keywords represent the core of your market, while secondary keywords help capture search intent and attract a broader range of users. By effectively setting and using primary and secondary keywords in content marketing, you can build a more successful marketing strategy.

    How to Choose Effective Primary Keywords

    When selecting primary keywords, consider four key factors:

    Search Volume

    High search volume keywords can generate more traffic for your website. Monthly search volume indicates how often users search for a term, showing the popularity of that topic.

    Properly ranking your webpage for a keyword can increase its visibility. Low search volume keywords might have less competition, but they also offer fewer opportunities to appear in search results. Finding a balance is essential.

    Keyword Difficulty

    Choosing a primary keyword with an acceptable level of difficulty maximizes your chances of appearing in search results. Keyword difficulty is often assessed based on the quality of content already ranking for that keyword and the number and quality of backlinks pointing to those pages and domains.

    For example, let’s examine the keyword SEO using Ahrefs Keyword Explorer.

    Ahrefs' Keyword Explorer
    An overview of the keyword “SEO” through Ahrefs’ Keyword Explorer

    The keyword has a monthly search volume of 119,000 with 56,000 clicks, especially in markets like the U.S., where Google dominates. This high volume explains why English-language documents often rank high even on Korean Google for SEO. The keyword difficulty is also very high due to intense competition.

    Relevance to Your Target

    To use keywords correctly, they must be highly relevant to your business. Well-chosen keywords help your website or blog rank high in search engines and reach more potential customers. If your primary or secondary keywords aren’t relevant to your business, its difficult to achieve high rankings. Keywords used in your website or blog posts must align with the content. If they dont, visitors might leave disappointed, reducing your site traffic.

    Regularly reviewing and updating your keywords to match the latest trends is also crucial. As the business environment constantly changes, consistent review is needed to select the right keywords. Additionally, leveraging emerging keywords can help reach more customers.

    Search Intent (SERP)

    Search Intent (SERP)
    Analysis of areas within Google search results (Source: SERP – Definition and SEO Relevance – Seobility Wiki)

    When creating content that includes a primary keyword, first ensure it matches the searcher’s intent and expectations. SERP (Search Engine Results Page) refers to the page displayed when users enter a keyword into a search engine. It lists various websites that help users find the information they seek.

    Understanding search intent is vital for both content marketing and SEO. It helps in creating better SEO strategies and producing more relevant content that attracts more visitors. Its not enough to aim for high rankings; content must also align with the specific keywords users are searching for.

    For instance, a search for travel destination recommendations might show top-ranking travel websites, but changing the search to overseas travel recommendations could yield different results. Understanding and selecting keywords based on search intent is a crucial aspect of SEO and content marketing.

    How to Find Secondary Keywords

    Autocomplete Suggestions

    Even if secondary keywords have lower search volumes than primary keywords, they can be highly effective in targeting specific audiences.

    Primary Keywords Autocomplete Suggestions

    For example, when searching for B2B marketing, autocomplete suggestions reveal related secondary keywords. If B2B marketing is the primary keyword, suggestions like [B2B marketing strategy], [B2B marketing trends 2024], and [B2B marketing meaning] become secondary keywords.

    Related and Additional Searches

    Primary Keywords Related and Additional Searches

    Secondary keywords can also be identified through related and additional searches displayed on Google.

    Synonym Searches

    inding synonyms or related terms for your primary keyword involves strategic thinking, research tools, and an understanding of the keyword’s context.

    To discover related secondary keywords, follow these steps:

    1. Clearly define your primary keyword.Understand its core meaning and context.
    2. Consider variations and potential synonyms.
    3. Use a dictionary to find alternative terms.
    4. Identify long-tail keywords that are specific variations, often including synonyms.
    5. Pay attention to language nuances and regional differences.
    6. Explore forums, social media, and user-generated content related to your niche to understand the language and terms your audience uses.
    7. Read industry publications and authoritative content to identify commonly used keywords and synonyms.
    8. Gather feedback from your audience through surveys or reviews to identify additional keywords and synonyms.

    Tools like Google Keyword Planner, SEMrush, Ahrefs, or Ubersuggest can be useful for finding synonyms, variations, and commonly used terms.

    How to Optimize Content with Primary Keywords and Secondary Keywords (On-page SEO)

    How to Optimize Content with Primary Keywords and Secondary Keywords (On-page SEO)
    Keyword structure for SEO (Source: Explaining The GrowTraffic Keyword Pyramid)

    Even if you find the perfect primary keyword, it wont rank well unless its integrated effectively into your content. To gain organic traffic, you need to create content based on search intent.

    In this section, well explain how to optimize content using Technical SEO or On-page SEO:

    • Title Tags: Include the primary keyword in the title to make the topic clear to both users and search engines. Aim to place the keyword at the beginning of the title.
    • First 100 Words: Use the primary keyword at least once in the first 100 words of your content to clarify the topic.
    • H1, H2, H3 Tags: Include primary keywords in various headers to structure your content and build a hierarchy.
    • Meta Description: Use primary keywords in the meta description to encourage users to click on your page when it appears in SERPs.
    • Alt Text: Include primary keywords in the alt text of images to improve accessibility and rank higher in image search results.
    • Video Content: Add the primary keyword to the video title, description, and tags to improve visibility on video search platforms.

    Conclusion: Primary Keywords and Secondary Keywords are Key Elements in Marketing Strategy

    In conclusion, appropriately using primary and secondary keywords is crucial for content marketing, SEO, performance marketing, and expanding website traffic. This requires careful and step-by-step planning.

    First, choose the appropriate primary keyword and then find relevant secondary keywords based on it. Create high-quality content based on these keywords and incorporate them into your marketing strategy.

    By doing this, you can achieve higher rankings in search engines, allowing more people to access your website. Therefore, continuous analysis and proactive management, including keeping up with the latest trends, are necessary.

    Ultimately, the effective use of primary and secondary keywords is an essential requirement for successful online business operations.

  • SEO Keyword Analysis Failure Case – Warner Bros

    SEO Keyword Analysis Failure Case – Warner Bros

    The SEO keyword analysis process forms the cornerstone of effective search engine optimization. It plays a crucial role in shaping a websites visibility, traffic, and overall online success.

    Through meticulous keyword research, businesses can identify the exact words and phrases that users input into search engines.

    By strategically integrating these keywords into content, the likelihood of appearing in search results increases.

    Related Searches That Reveal User Intent
    Related Searches That Reveal User Intent

    Understanding user intent is equally important. By targeting keywords that align with what users are seeking, a website can drive more organic traffic.

    Relevant traffic not only increases the number of visitors but also enhances the likelihood of converting them into customers.

    In this article, well explore a case where Warner Bros. failed in SEO, leading to a missed box office opportunity.

    Warner Bros. and the Failure of SEO Keyword Research

    Founded in April 1923, Warner Bros. has spent a century bringing various stories to people.
    Founded in April 1923, Warner Bros. has spent a century bringing various stories to people.

    Warner Bros. is an American film studio involved in both film production and distribution. Under the Warner name, the company has influenced sectors like American TV dramas, animations, games, and music.

    It’s one of the major six Hollywood studios that achieved consecutive box office hits in the 2000s, including well-known titles like Superman, The Dark Knight, The Lord of the Rings, and Harry Potter.

    Warner Bros. produced a new film based on Harley Quinn, the notorious girlfriend of the Joker and one of the popular DC characters.

    However, despite the strong character, the movie delivered disappointing results.

    The Reason for Failure?

    The movie was originally titled Birds of Prey: And the Fantabulous Emancipation of One Harley Quinn.

    Despite Harley Quinn being the main character, Warner Bros. did not include her name at the beginning of the movie title.

    It wasnt until later that Warner Bros. realized Harley Quinn was a crucial keyword, leading them to change the movie title to Harley Quinn: Birds of Prey. Unfortunately, by then, it was too late.

    Without Harley Quinns name at the start of the title, audiences had difficulty realizing that she was the main character of the film.

    The movie was expected to gross $60 million, but it only achieved $33 million.

    Warner Bros. and the Failure of SEO Keyword Research
    Birds of Prey: And the Fantabulous Emancipation of One Harley Quinn

    All of This Stemmed from Ignoring the Importance of Keywords

    People searching for the movie were likely interested in Harley Quinn. Although the title was eventually changed, it was criticized as being too late.

    Warner Bros. was also criticized for neglecting competitor research. It was essential to understand what keywords and content moviegoers were interested in at the time.

    Analyzing the Search Engine Result Pages (SERP) to understand search intent is one of the most important considerations when building SEO.  

    Conclusion from the SEO Keyword Analysis Failure

    The lesson Warner Bros. learned from this case is that an SEO perspective is essential when choosing content titles.

    Like other companies launching new services or product lines, Warner Bros. should have involved SEO experts in this process. Had they done so, Birds of Prey might have performed better at the box office.

    Keyword research serves as a guide for content creation, highlighting topics important to the target audience. This not only optimizes content for search engines but, more importantly, provides significant value to potential customers.

    Ultimately, SEO keyword research is not a one-time task. It requires continuous activity, allowing companies to adapt to evolving user preferences and industry environments.

  • Marketing Analytics Tools: Their Importance in B2B Marketing

    Marketing Analytics Tools: Their Importance in B2B Marketing

    Why are Marketing Analytics Tools Important for B2B Marketing?

    Utilizing marketing analytics tools is crucial for understanding website performance and identifying opportunities for marketing improvement. Specifically, using GA4, a leading example of marketing analytics tools, allows you to track and analyze various aspects of your website, such as traffic sources, audience demographics, user behavior, and conversion rates. This tracking and analysis provide a clear understanding of how your website is acquiring potential customers.

    For instance, if your goal is lead conversion, marketing analytics tools can offer insights into how to improve your website to secure more leads. If your goal is sales conversion, these tools can help you find methods for increasing conversion value.

    In fact, for B2C businesses, the importance of marketing analytics tools is often well understood among practitioners, who are typically familiar with tracking tools and data utilization. However, for B2B businesses, the target customer base is relatively smaller, and website traffic is also less substantial compared to B2C businesses. As a result, the importance of marketing analytics tools is sometimes overlooked or tracking may not be implemented at all.

    Why Should You Implement Marketing Analytics Tools?

    Google Analytics 4 vs. Universal Analytics: Whats the Difference?

    Google Analytics 4 vs. Universal Analytics: Whats the Difference?
    Google Analytics 4 vs. Universal Analytics: whats the difference – Supermetrics

    As many of you may know, as of July 1, 2023, the service for Universal Analytics (UA) has ended, and GA4 has taken its place. Therefore, discussing the UA version of Google Analytics is now of limited relevance.

    ? Consequently, we will focus on GA4, which is a leading marketing analytics tool.

    Cross-Platform Tracking

    GA4 is capable of tracking users across websites and apps, providing a complete view of the user journey.

    This is particularly important for B2B marketers, who often deal with customers interacting with the brand across multiple devices and channels.

    With GA4s cross-platform tracking capabilities, marketers can fully understand the customer journey regardless of where it starts or ends.

    This is essential for comprehending how customers interact with the brand and their motivations for conversion.

    Predictive Analytics

    GA4 employs machine learning to predict future customer behaviors, such as the likelihood of churn or the probability of purchase.

    This enables B2B marketers to identify and target the most valuable customers, allowing for more effective marketing campaigns and personalized customer experiences.

    Privacy-Focused Design

    GA4 is designed with a stronger emphasis on privacy compared to its predecessor, UA.

    This feature is crucial for B2B marketers who must comply with increasingly stringent data privacy regulations.

    How B2B Companies Should Set Up Marketing Analytics Tools

    How B2B Companies Should Set Up Marketing Analytics Tools

    Various marketing analytics tools have been developed to improve how B2B marketers measure and track performance.

    Why is setting up these tools crucial for B2B companies?

    Identifying High-Lifetime-Value Customers

    Advanced machine learning and predictive capabilities provided by marketing analytics tools offer real-time statistics on user behavior and conversions. They also provide methods to easily create similar audiences based on high-value customers, allowing marketers to expand reach to similar potential customers.

    These features streamline data analysis and decision-making processes, saving time and resources without the need for complex analysis models.

    Marketing analytics tools allow for tracking important business events or conversions, even if they are not standard events by default. This is significant for B2B marketers with complex sales cycles and multiple conversion paths.

    Understanding the Complete Customer Journey

    Understanding the Complete Customer Journey

    B2B companies can now gain insights into the entire customer journey through marketing analytics tools like GA4s event-based measurement model.

    For instance, GA4 provides an overview of the customer lifecycle that is not limited by individual sessions or platforms.

    GA4 easily tracks data collected from various applications and devices, aiding in the accurate understanding of how customers interact with the brand.

    It also enables demographic segmentation of potential customers based on factors such as company size, industry, and location, allowing for more targeted marketing campaigns and personalized content.

    Data-Driven Contribution to ROI Improvement

    Data-driven contribution models, provided by marketing analytics tools, allocate conversion credit based on the data of each conversion event. This method calculates the actual contribution for each click interaction.

    This function analyzes the customer journey from the first touchpoint to the final conversion, helping to improve the return on investment (ROI) for brand marketing campaigns. It also provides detailed insights into how various marketing activities contribute to conversions.

    Marketing analytics tools offer new features and reports to help marketers better understand website traffic and performance. For example, GA4s attribution reports can identify which marketing channels drive the most conversions, aiding in budget allocation.

    Integration with Other Marketing Tools

    Integration with Other Marketing Tools
    Integrate Google Analytics with HubSpot content

    GA4 integrates with various Google products, including Google Ads, Search Console, Display & Video 360, BigQuery, and Search Ads 360. This combination allows for merging web and app data to extract valuable statistics, improving data-driven marketing campaign enhancements.

    GA4 provides valuable insights into customer behaviors, interests, preferences, and needs by combining web and app data. This insight helps understand how customers interact with your site and their interest in products and services. Identifying trends and patterns in customer behavior can also aid in improving marketing campaigns and optimizing online visibility.

    Additionally, GA4 can integrate seamlessly with other marketing tools like Salesforce and HubSpot, allowing easy data sharing between different systems and providing a comprehensive understanding of marketing performance.

    Marketing Analytics Tools: A Necessity in B2B Marketing

    Todays digital environment demands various insights, including understanding the types of spread, new perspectives on user privacy, and the diverse touchpoints customers use. Tools that provide insights while protecting customer privacy and measuring performance have become crucial.

    In other words, advanced marketing analytics tools are needed to identify new potential customers and approach them at the right moment. These tools are powerful instruments that assist B2B marketers in tracking website traffic and performance, identifying the most valuable customers, and developing more effective marketing campaigns.

    By setting up marketing analytics tools, B2B marketers can gain valuable insights into their business and enhance their marketing activities.

  • On-Page SEO: Optimize for Google, Naver, and More

    On-Page SEO: Optimize for Google, Naver, and More

    What is On-Page SEO?

    On-page SEO involves organizing the content on your site so that search engines can better understand and rank it.

    Essentially, this process helps ensure that your content is not overlooked by search engines like Naver, Google, or Bing, and is ranked higher in search results.

    Ultimately, it allows you to communicate to search engines what content users are looking for.

    Search engines generally favor websites that are friendly to them. In other words, they prioritize sites that are optimized for search engines. Therefore, its crucial to refine your sites content to appeal to search engines.

    By carefully following the SEO guide proposed by Growth Marketing Agency, you can significantly improve the efficiency of your search advertising.

    The Importance of On-Page SEO

    The Importance of On-Page SEO
    The average click-through rate (CTR) for top-ranking pages on Google is 32%, and 68% of online experiences begin with a search engine. Notably, 75% of users never scroll past the first page of search results (Source: Measuring the Success of Your SEO Campaign: Metrics and Tools to Use)

    Improving the user experience should start with setting goals that benefit website users, which includes search engines as part of your audience.

    Through on-page SEO, you can help search robots better understand your sites content.

    Well-optimized content is more likely to be analyzed effectively by search robots and classified as higher-quality content in search results.

    Basic Guide to On-Page SEO

    ? Checklist 1: Title

    The title is the first on-page SEO element users encounter, meaning it influences the first impression of your content.

    The <title> element tells search robots what the page is about. Its essential to create accurate and unique title texts that reflect the pages theme and include the <title> element.

    However, if a document has more than one <title> element, search robots need to analyze which title aligns with the page content.

    This can lead to your page being classified as low quality. Additionally, excessively long titles can negatively affect your rankings. Be particularly careful when publishing series content to avoid having multiple pages with identical titles.

    When multiple pages share the same <title>, search robots struggle to determine which page is most relevant, leading to poor content classification. Prioritize creating unique titles for each page.

    ? Checklist 2: Summary/Description

    The meta description tag summarizes the pages content.

    Its best to write the summary in several sentences and ensure each page has a unique description since search engines often use these summaries as snippets in search results.

    If multiple pages have the same meta description, search robots may categorize them as duplicate content.

    ? Checklist 3: H1 and Alt Attributes

    Similar to the title, the <H1> element is used as a subheading to represent the page’s content. If more than one <H1> is found in a document, it creates a structure that search robots may find difficult to understand.

    The structure of your content can influence whether it is preferred by search engines.

    Similarly, if your content images include descriptive (Alt) elements, the document becomes easier for search robots to understand. To build effective on-page SEO, include explanatory sentences that describe the topics of your page content and images.

    SEO-Friendly URLs and Indexing Efficiency

    While many factors need consideration during site construction, focusing on URLs can be a basic yet effective way to improve user metrics.

    A URL is a protocol that indicates the location of a resource on the network, typically referring to a webpages address.

    The most positive approach is to structure URLs in a way that reflects the classification of the content, making them easy to understand.

    How to Create on page SEO-Friendly URLs
    How to Create SEO-Friendly URLs (Step-by-Step)

    To create SEO-friendly URLs, use a top-level domain that is familiar to users, such as .com, .net, .co.kr, or .kr. Unfamiliar domains may be mistaken for spam or inappropriate sites, so it’s advisable to choose a popular domain. Additionally, it’s recommended to use a unique domain that matches the sites nature rather than relying on a generic domain provided by your web hosting service.

    Understanding search engines is crucial when structuring your URL. Its important to develop a URL structure that is easy for both users and search engines to interpret. Minimizing URL parameters and avoiding fragment identifiers or hashbangs (#!) is essential since search engines cannot interpret these formats. Each page with different content should have its own unique URL.

    Furthermore, search robots extract and process links within web pages as candidate URLs for indexing. Therefore, its important to mark up internal links in a way that search robots can easily interpret. For instance, providing standard link URL information helps search robots effectively navigate internal pages. Additionally, dynamic link changes can cause issues with search robot interpretation, so its recommended to use static markup for links.

    Search robots repeatedly collect and deliver web content to search engines. However, not all collected documents are indexed; those deemed unnecessary are removed from the index. To improve indexing efficiency, its crucial to identify and prevent conditions that might lead to non-indexed documents.

    ? Checklist 4: Lack of HTML Content

    In some cases, certain web pages use pure JavaScript for navigation without employing HTML markup. Search engines may consider these pages to have no content and exclude them from indexing.

    Its advisable to use HTTP response codes instead of JavaScript.

    ? Checklist 5: Soft 404 (or Soft Dead)

    When building and managing a site, its crucial to maintain HTTP response codes for error pages.

    In case of exceptional errors on the site, appropriate guidance pages should be provided to users, and specific HTTP response codes should be assigned to each case.

    The Core of On-Page SEO: JavaScript

    JavaScript Optimization Tips To Improve Performance in 2023
    JavaScript Optimization Tips To Improve Performance in 2023 | Upwork

    Most websites use JavaScript to enhance user experience. Recently, many developers have adopted frameworks that convert web pages into single-page application (SPA) platforms.

    In SPA sites, JavaScript plays a decisive role in determining the structure of web pages.

    Search engines also evaluate and interpret the impact of JavaScript during the collection and content interpretation process.

    Therefore, when building a site using the SPA method, its necessary to optimize JavaScript for search engines.

    ? Checklist 6: Checking for Disallowed Collection

    Occasionally, some sites disallow the collection of resource URLs like JavaScript or CSS by search robots.

    Check the content of robots.txt to ensure that search robots can collect JavaScript. Also, verify in advance whether Naver search robot IPs are blocked.

    ? Checklist 7: Fragment (#) URLs

    Fragments are rules created to specify a particular position within a page.

    Search robots remove the fragment part during URL interpretation. If your site URLs are built with SPA fragment URLs and each URL represents independent content, its necessary to convert them into permalinks.

    JavaScript-based page construction does not necessarily exclude a page from search visibility. Search robots determine collection priorities for web pages based on algorithmic importance, given their limited collection resources.

    However, even if a page is collected, it doesnt guarantee indexing or search visibility.

    Therefore, its important to continuously update your SPA site to reduce the likelihood of being categorized as non-essential content while increasing the chances of being prioritized by search engines.

    Schema: The Key to On-Page SEO Success

    The Key to On-Page SEO Success
    What is Schema.org? – Seobility Wiki

    Structuring content logically and organizing it into ‘structured data’ can significantly enhance SEO.

    Examples include relational databases. From a search engines perspective, content organized in a structured format is much easier to interpret.

    The process of defining web content as structured data has been ongoing, thanks to the continuous efforts of the community and related organizations. More details can be found at schema.org.

    Various search engines, including Naver, use structured data to deliver search results that match the characteristics of the content.

    Typically, this involves structuring the information of specific content into detailed attributes that correspond to the type of content, then adding it to the web page. Navers search robots automatically collect this information, organize it according to the contents characteristics, and use it in search results.

    Structured data, as defined by schema.org, was officially recognized as a web standard by the W3C in 2015, and standardization efforts have been active ever since. The structured data proposed by this organization consists of data types and attributes. Data types are combinations of attributes based on the characteristics of a web page or content. Based on this, multiple data types can be combined to add structured data to a single web page.

    Attributes represent detailed information about a web page or content and are elements that make up a data type. For example, in the case of audio content, attributes might include playback time or the number of plays.

    Schema.org supports three language formats for structured data: Microdata, RDFa, and JSON-LD. Naver recommends using the widely adopted Microdata or JSON-LD formats. After building structured data, its essential to validate it to ensure correct implementation. Schema.org provides structured data testing tools and detailed pages by data type for validation or to check examples written in different language formats.

    Conclusion: SEO is a Fair Starting Point, but Success Depends on Effort

    How many clicks does it take for users to find the right information in the sea of data? Some users may leave immediately after realizing they haven’t found what theyre looking for, while others may delve deeper into your content.

    The content that search engines prefer depends not only on its quality and quantity but also on how well you understand on-page SEO.

    While no one can fully understand everything about search engines, increasing the likelihood of being selected by them is a basic principle of marketing.

  • App Marketing Success Stories: Korean & International Examples

    App Marketing Success Stories: Korean & International Examples

    Why are app marketing success stories important for marketers? Currently, mobile devices account for over 50% of global website traffic. This high mobile usage supports the growing demand for mobile app marketing.

    Mobile app marketing involves promoting mobile applications to reach more customers and increase downloads. This process occurs through various channels such as social media, online advertising, App Store optimization, influencer marketing, and email marketing.

    Consequently, app marketing aims to enhance visibility and encourage users to download and engage with different applications.

    Media Strategy-Based App Marketing Success Story

    Healthread

    Healthread Logo
    healthread
    Media Strategy-Based App Marketing Success Story

    The company Healthread developed an app to connect patients with similar or identical health conditions, regardless of their location. Users can create communities, receive support and encouragement, and discuss health issues through this app. They provided them with a safe space for comfort and empathy.

    Healthreads Marketing Strategy

    Healthread needed to build a consumer behavior journey from awareness, app download, installation, and ultimately to sign-up. This required a successful marketing strategy. They developed a comprehensive marketing strategy that included paid social media, advertising copy, blog posts, email marketing, and creative content. Through this approach, they established a robust lead generation strategy and built brand awareness.

    • Developed Social Media Strategy for Targeting: Managed all digital assets for paid ads, organic social, and email marketing.
    • Executed Media Planning and Content Creation: Created landing pages, promoted sign-ups via email, and built campaigns to drive key content downloads and app installations.
    • Implemented Digital Media Strategy: Led Healthreads content media strategy and branding efforts.

    Essential Elements of Successful App Marketing

    Essential Elements of Successful App Marketing
    Healthread Articles

    Distributed Healthreads Message through Own Content: Shared value with others by disseminating their message.

    Posted Content to Build Brand Awareness: Published content that resonated with the target audience to build brand recognition.

    Created Healthreads Brand Voice: Developed a strong audience while establishing their brand voice.

    Produced Health and Medical-Themed Ads and Campaigns: Created advertising and campaigns focused on health and medical topics.

    Optimized Landing Pages for Clear CTAs and Accessibility: Designed landing pages with clear calls to action and accessibility to facilitate easy inquiries from potential customers.

    Built App Engagement and Provided Content: Helped users navigate the site by building app engagement and providing content.

    Additionally, they used dynamic marketing techniques to create tailored messages for different customer segments. They also built company pages on LinkedIn, Twitter, Facebook, and Instagram, creating and publishing engaging messages, videos, and images. This led target customers to follow their social media accounts, creating an organic impression.

    Built App Engagement and Provided Content

    What Are the Key Elements of an App Marketing Success Story?

    Healthread built a landing page for email sign-ups to generate customer interest even before the app launch. They sent emails containing useful information, such as relevant videos and blog links, to potential customers to maintain their interest until the app was ready. This meticulous app marketing strategy proved successful.

    As a result, they achieved over 15,000 downloads, a 2.3% CTR, and attracted more than 12,000 subscribers through various media and A/B testing on platforms like Buffer, Mailjet, Google Ads, Meta, Reddit, and Apple Search Ads.

    Landing Page-Based App Marketing Success Story

    6th Street

    6th Street Logo
    6thStreet

    6thStreet is the largest omnichannel e-commerce site selling high-end fashion and beauty brands in the UAE, Saudi Arabia, Kuwait, Oman, Bahrain, and Qatar. To generate additional revenue, 6thStreet launched iOS and Android apps in 2018. Given the high app usage in the Middle East, 6thStreet anticipated significant app engagement.

    6thStreets Crisis Detection

    Landing Page-Based App Marketing Success Story

    The launch of Apples App Tracking Transparency (ATT) framework on iOS significantly impacted advertising spending efficiency and overall acquisition strategy for 6thStreet. They discovered that their app installation campaigns through their own attribution network (SAN) resulted in lower app customer engagement than before.

    Customers acquired through app installation ads tended to uninstall the app shortly after onboarding. Furthermore, retargeting iOS users became challenging due to reduced capabilities of ad networks.

    6thStreets marketing team needed to address these issues swiftly before the Ramadan e-commerce season began.

    Strategy Shift to Web Promotion

    For the Ramadan season campaign, 6thStreets performance marketing team decided to switch from app installation ads to web-based advertising networks such as Meta, Google Ads, and TikTok. This allowed them to redirect ad traffic to their website instead of the App Store. They targeted web visitors from these ad networks and offered discounts on in-app orders.

    They incorporated personalization into 6thStreets marketing strategy during the Ramadan festival promotion period, delivering the right message to the right customer.

    Strategy Shift to Web Promotion

    By transitioning from app installation ads to web-based ads, 6thStreet could drive more web traffic. To further enhance customer personalization, they also implemented Branch deep links to improve app onboarding experiences.

    Deep links routed users to precise in-app content, leading to increased lifetime value (LTV), loyalty, and revenue compared to users arriving directly from a general landing page. As a result, 6thStreet saw a 60% increase in app installations, a 13% rise in ROAS, and a 70% increase in DAU.

    This success story demonstrates how 6thStreet was able to acquire highly engaged app users at a lower cost compared to other e-commerce brands and re-engage existing users.

    Clear ASO App Marketing Success Story

    wowsblitz

    WowsBlitz Logo
    WowsBlitz

    World of Warships Blitz 3D War is a Korean maritime warfare simulation mobile game. Their goal was to increase exposure and brand awareness globally on the App Store and Google Play Store.

    Challenges for wowsblitz

    The challenge was managing App Store optimization campaigns across multiple countries and languages.

    They had to optimize for French, Italian, Korean, Portuguese, Russian, Spanish, Turkish, Chinese (Traditional), Chinese (Simplified), German, Japanese, and English markets.

    This presented significant difficulties in optimizing across so many diverse markets.

    ASO Optimization Through Partner Collaboration

    wowsblitz tackled the challenge of ASO (App Store Optimization) by combining AI-based ASO tools with in-house expertise. They used keywords that had not been ranked in the 12 localized versions of the App Store. This approach helped them find opportunities to drive more traffic to the game.

    Clear ASO App Marketing Success Story
    World of Warships Blitz 3D War App Store download

    ASO optimization in a single market is challenging enough, let alone across multiple languages and countries. It required substantial resources and strategy. wowsblitz found several partners to assist in achieving their goals. They worked effectively with competent and reliable partners to conduct the ASO process.

    As a result, wowsblitz successfully analyzed keywords with high mentions and conversion rates by country, refining them according to language-specific contexts.

    This led to an average exposure ranking increase of 35% on the App Store, a 73% increase in Spain, and a remarkable 91% increase in Turkey.

    Proven App Marketing Success Stories

    In conclusion, the success stories of Healthread, 6th Street, and wowsblitz demonstrate the power of a well-rounded app marketing strategy.

    By effectively utilizing social media, web promotions, and App Store optimization, these companies achieved remarkable results in visibility, engagement, and downloads.

    Their innovative approaches and targeted efforts provide valuable lessons for anyone looking to enhance their app marketing efforts and drive significant growth.