Visibella vs Growth Plays
Visibella vs Growth Plays
Choosing between Visibella and Growth Plays? Explore the key differences in AEO, AI search visibility, SEO strategy, and revenue-focused content in 2026.
Choosing between Visibella and Growth Plays? Explore the key differences in AEO, AI search visibility, SEO strategy, and revenue-focused content in 2026.
The way people search for information has changed dramatically. More than 4.2 billion queries now flow through AI platforms like ChatGPT, Gemini, and Perplexity every month. Traditional SEO still matters, but brands that want to stay visible need to think beyond Google rankings.
This shift has created demand for agencies that understand both traditional search engine optimization and the emerging discipline of Answer Engine Optimization (AEO). Two agencies that often come up in these conversations are Visibella and Growth Plays.
Both agencies help B2B companies grow through content and search. But they approach the challenge differently. Visibella positions itself as an AEO-first agency focused on AI visibility across platforms like ChatGPT and Perplexity. Growth Plays operates as a B2B SEO consultancy that specializes in content strategy and pipeline generation for SaaS companies.
This comparison breaks down the key differences between these two agencies. You'll learn about their core methodologies, ideal client profiles, service offerings, and which approach makes more sense depending on your business goals.
The fundamental difference between Visibella and Growth Plays comes down to primary focus and strategic positioning.
Visibella operates as a dedicated Answer Engine Optimization agency. Their entire service model centers on getting brands discovered and cited by AI-powered platforms including ChatGPT, Claude, Gemini, Perplexity, and Grok.
The agency was built specifically for the AI search era. Their team optimizes content, digital presence, and brand signals to ensure clients appear prominently in AI-generated responses. This isn't about retrofitting traditional SEO tactics for AI—it's about building strategies from the ground up for how large language models discover, evaluate, and recommend brands.
Visibella combines AEO with comprehensive SEO services, creating what they call a "full-stack" approach to search visibility. The goal is complete market coverage across both traditional search engines and AI platforms.
Growth Plays, founded by John-Henry Scherck in 2017, operates as a B2B content strategy and SEO consultancy. The agency specializes in helping technology companies use content and search as platforms for thought leadership, product marketing, and demand generation.
Their approach maps content directly to complex buyer journeys rather than just targeting keywords. Growth Plays focuses heavily on pipeline attribution, helping clients understand exactly which content drives demos, new accounts, and revenue.
The agency has built its reputation working with well-known SaaS brands like Lattice, Calendly, LaunchDarkly, Heap, and Merge. Their methodology emphasizes strategic planning, competitive analysis, and building playbooks that internal marketing teams can execute independently.
Visibella positions itself as the agency for brands prioritizing AI visibility and preparing for the shift toward zero-click search. Growth Plays positions itself as a strategic partner for B2B SaaS companies looking to build content engines that drive measurable pipeline results.
Both agencies recognize that the search landscape is evolving. The difference lies in which evolution they're optimizing for first.
If your primary goal is maximizing visibility in AI-generated responses, understanding each agency's AEO capabilities matters significantly.
Visibella has built its entire business model around Answer Engine Optimization. The agency offers dedicated AEO services designed specifically for AI algorithm preferences.
Their approach includes several core components. First, they optimize content structure and formatting so AI systems can easily parse, understand, and cite information. This involves creating answer-ready content that directly addresses user queries with clarity and specificity.
Second, Visibella focuses on entity optimization. They work to ensure brands, products, services, and people are clearly defined and mapped in knowledge graphs. This entity clarity helps AI systems confidently identify and recommend clients when relevant queries arise.
Third, the agency implements comprehensive structured data and schema markup. Proper implementation of FAQ, HowTo, Organization, Author, and Service schemas helps AI platforms parse content correctly and increases the likelihood of citation.
Visibella also provides AI visibility tracking across multiple platforms. Clients can see exactly where and how their brand appears in AI-generated responses across ChatGPT, Gemini, Perplexity, and other platforms.
Growth Plays has incorporated AI and LLM visibility into their service offerings as the landscape has evolved. Their website mentions building "agentic content engines designed to earn LLM visibility, rank in traditional search + AI Overviews and fuel social posts."
The agency uses AI-assisted workflows with human oversight to produce content. They've integrated tools like AirOps and Copy.ai into their processes for automation and efficiency.
However, AEO isn't the foundational service that Growth Plays was built around. The agency's core expertise lies in traditional B2B SEO, content strategy, and pipeline attribution. Their AI optimization work represents an extension of their existing methodology rather than a ground-up specialization.
For brands where AI visibility is the primary strategic objective, Visibella offers the more specialized service. Their agency infrastructure, measurement capabilities, and optimization methodology were purpose-built for the AEO era.
Growth Plays brings strong B2B content expertise and has adapted to include generative engine optimization. But brands specifically seeking AEO specialists will find Visibella's dedicated focus more aligned with their needs.
Content strategy is central to both agencies' offerings. But their philosophies and execution models differ substantially.
Visibella develops content strategies specifically designed for AI algorithm preferences. Their content planning process focuses on ensuring maximum visibility and accurate brand representation in AI responses.
The agency's content approach emphasizes several factors that influence how AI systems evaluate and recommend sources. These include topical authority, semantic relevance, answer density, and source credibility signals.
Visibella creates content that serves dual purposes. Each piece is optimized to perform in traditional search while also meeting the technical requirements for AI citation. This means structuring content with clear answers, supporting evidence, and the semantic depth that AI systems need to understand and trust information.
Their content strategy also integrates with comprehensive SEO services. Rather than treating traditional search and AI search as separate channels, Visibella works to maximize visibility across both simultaneously.
Growth Plays approaches content strategy through a pipeline-first lens. The agency maps every product-relevant and customer-relevant topic to a content plan designed to drive business outcomes rather than vanity metrics.
John-Henry Scherck and his team emphasize understanding complex B2B buyer journeys before creating content. They conduct competitive analyses, develop customer journey maps, build website architecture recommendations, and create detailed content briefs that guide production.
One distinctive aspect of Growth Plays' model is that they typically provide strategy and planning rather than content production. They lay the roadmap through keyword research, customer journey mapping, and content workflows. Many clients then execute production internally or with other partners.
Growth Plays also focuses heavily on measurement and attribution. They build full-funnel BI dashboards that connect web analytics with CRM and product analytics data. This allows clients to see exactly which content sources and assists deal creation, influences revenue, and drives conversions.
Visibella offers full-service content execution as part of their AEO and SEO packages. They handle strategy development, content creation, and optimization implementation.
Growth Plays operates more as a consultancy that provides strategic direction and playbooks. Their model works well for companies with internal content teams that need expert guidance. Companies looking for hands-on execution may need to pair Growth Plays' strategy with additional production resources.
Understanding ideal client profiles helps determine which agency aligns with your specific business needs.
Visibella works best for businesses that recognize AI search as a strategic priority and want to establish early-mover advantage. Their client profile includes several common characteristics.
First, companies competing in markets where AI-generated recommendations influence buying decisions. This includes professional services, healthcare, legal, real estate, home services, e-commerce, and B2B technology. When potential customers ask ChatGPT or Perplexity for recommendations, these businesses want to appear in the response.
Second, brands concerned about AI narrative control. As AI systems synthesize information from multiple sources, how they characterize your brand matters. Visibella helps companies influence and optimize their representation in AI-generated content.
Third, businesses seeking comprehensive search coverage. Companies that want to maximize visibility across both traditional search engines and AI platforms benefit from Visibella's full-stack AEO plus SEO approach.
Fourth, organizations ready to invest in emerging channels before competitors. The AEO space is relatively new, and early adopters have opportunity to establish dominance before the market becomes saturated.
Growth Plays serves B2B SaaS companies and technology businesses primarily. Their sweet spot includes several specific profiles.
First, established SaaS brands looking to transform content and SEO into growth engines. Companies at Series B stage and beyond that have achieved product-market fit but need to scale their organic acquisition often work well with Growth Plays.
Second, companies with complex sales cycles and technical products. Growth Plays has built expertise in serving brands where content must speak to multiple stakeholders across extended buyer journeys.
Third, businesses that prioritize pipeline attribution over traffic metrics. Growth Plays measures success through demos, accounts, and revenue influenced by content. Clients tired of agencies reporting only on traffic and rankings appreciate this approach.
Fourth, companies with internal marketing teams that can execute strategy. Since Growth Plays often provides strategic direction rather than content production, clients need capacity to turn playbooks into published content.
Visibella works with businesses across various stages, from growing local businesses to established brands seeking AI visibility. Their full-service model accommodates companies without large internal marketing teams.
Growth Plays typically works with larger B2B technology companies. Their consultancy pricing and strategic focus align with organizations that have existing marketing infrastructure and budget for premium advisory services.
Measurement philosophy reveals how each agency defines value and demonstrates results.
Visibella tracks performance across multiple AI platforms including ChatGPT, Gemini, Perplexity, Claude, and Grok. Their measurement approach goes beyond traditional SEO metrics to capture AI-specific visibility indicators.
Key metrics include AI citation frequency, measuring how often a brand appears in AI-generated responses for relevant queries. Brand mention tracking shows where and how AI systems describe the company across different query contexts. Sentiment analysis evaluates the tone and accuracy of AI representations.
Visibella also tracks source attribution to understand which content pieces earn citations most frequently. This data informs ongoing optimization efforts and content strategy refinement.
The agency provides clients with visibility dashboards that show AI search performance alongside traditional SEO metrics. This integrated view helps businesses understand their complete search presence.
Growth Plays built their measurement philosophy around tying content directly to revenue. They explicitly position themselves as an agency focused on business outcomes rather than vanity metrics.
Their attribution approach involves building dashboards that connect web analytics with CRM and product analytics. This technical infrastructure allows tracking of the full funnel from content consumption through deal creation and close.
Metrics Growth Plays emphasizes include content-assisted deal creation, showing which pieces influenced closed-won opportunities. They track time-to-conversion to understand how content accelerates sales cycles. Revenue attribution connects specific content investments to pipeline generated.
The agency also monitors competitive positioning, tracking how clients rank against competitors for strategic keywords and topics. This competitive lens helps justify SEO investment in terms of market share capture.
Visibella's metrics focus heavily on visibility and presence in AI-generated responses. This reflects their AEO-first positioning and the emerging nature of AI search measurement.
Growth Plays' metrics tie directly to sales pipeline and revenue. This reflects their B2B SaaS focus and the mature demand for SEO ROI attribution in that market.
Neither approach is inherently superior. The right measurement framework depends on what your business needs to demonstrate value. Companies prioritizing AI visibility leadership will value Visibella's platform-specific tracking. Companies focused on proving content ROI to executive stakeholders will appreciate Growth Plays' pipeline attribution.
Breaking down specific service offerings clarifies what each agency actually delivers.
Visibella offers several core service categories. Their flagship offering is Answer Engine Optimization, which includes content optimization for AI platforms, entity clarity and knowledge graph mapping, structured data implementation, and AI visibility monitoring.
They also provide full-stack SEO services including technical SEO audits and implementation, on-page optimization, content strategy and creation, link building, and traditional keyword research and targeting.
Additionally, Visibella delivers AI visibility audits and reporting. They offer free initial AI visibility reports that show how brands currently appear across major AI platforms. Ongoing clients receive regular performance tracking and optimization recommendations.
The agency positions itself as a full-service partner handling both strategy and execution. Clients can engage Visibella for comprehensive search visibility without needing extensive internal resources.
Growth Plays provides B2B content strategy as their primary offering. This includes competitive analysis, customer journey mapping, topic research, and content planning designed to map to business objectives.
Their SEO services encompass technical SEO strategy, site architecture recommendations, and optimization playbooks. They focus particularly on large-scale technical implementations and website migrations.
Growth Plays also offers content workflow development. They create briefs and processes that enable internal teams or external writers to produce content aligned with strategic goals.
Reporting and monitoring round out their services. They build custom dashboards connecting multiple data sources to track content performance against pipeline metrics.
Notably, Growth Plays typically does not provide content production as a core service. They develop strategy and playbooks that others execute. This consultancy model differs from Visibella's full-service approach.
The key distinction is execution versus advisory. Visibella handles implementation, creating and optimizing content, implementing technical changes, and managing ongoing optimization. Growth Plays advises on strategy and provides frameworks that internal teams or production partners execute.
This difference affects how companies should evaluate each option. Organizations without robust internal marketing teams may find Visibella's hands-on model more practical. Companies with capable in-house teams may benefit from Growth Plays' strategic direction while maintaining control over execution.
Making the right choice depends on your specific situation, goals, and resources.
Your primary strategic objective involves maximizing AI visibility. As more consumers shift queries from Google to ChatGPT, Perplexity, and other AI platforms, appearing in AI-generated responses becomes critical. Visibella's AEO-first approach directly addresses this opportunity.
You want comprehensive service without managing multiple vendors. Visibella's full-stack model covers both AEO and traditional SEO with strategy and execution included. This simplifies vendor management and ensures integrated optimization.
You're building presence in a market where AI recommendations influence purchase decisions. Local services, professional services, e-commerce, and many B2B categories now see significant buyer behavior in AI search environments.
You want early-mover advantage in the emerging AEO space. Answer Engine Optimization is still relatively new. Brands that establish AI visibility now can build defensible positions before the market becomes crowded.
You're a B2B SaaS company specifically looking for content-driven pipeline growth. Growth Plays has deep expertise in this exact use case, with proven results for companies like Lattice, Calendly, and LaunchDarkly.
Your primary focus remains traditional SEO and you have sophisticated internal marketing capabilities. If you need strategic direction more than execution support, Growth Plays' consultancy model aligns well.
Pipeline attribution and revenue measurement are your primary success criteria. Growth Plays' methodology and dashboards are built specifically to connect content investment with closed revenue.
You have complex technical SEO needs around site architecture or migration. Growth Plays has particular expertise in large-scale technical implementations that would be challenging for smaller agencies.
Companies at different stages may find different value propositions compelling. Early-stage businesses building initial search presence may benefit from Visibella's full-service approach and emerging channel focus. Later-stage B2B SaaS companies with established organic programs and internal teams may find Growth Plays' strategic consultancy more appropriate.
Budget and timeline also matter. Full-service agencies like Visibella handle more of the work, potentially reducing time to results. Consultancies like Growth Plays require internal execution capacity but may offer more customized strategic guidance for sophisticated marketing organizations.
Answer Engine Optimization is the practice of optimizing content and digital presence so brands appear prominently in AI-generated responses. When someone asks ChatGPT, Gemini, Perplexity, or Claude for recommendations or information, AEO strategies influence whether and how a brand gets mentioned. This differs from traditional SEO, which focuses on ranking in search engine results pages. AEO emphasizes content structure, entity clarity, source credibility, and the signals AI systems use to select and cite information.
Growth Plays has incorporated generative engine optimization into their service offerings as the industry has evolved. They use AI-assisted workflows and build content strategies designed to earn LLM visibility alongside traditional search rankings. However, AEO is not their founding specialization or primary service focus. Companies specifically seeking dedicated AEO specialists may find agencies like Visibella more aligned with that priority.
Neither agency is universally "better" than the other. They serve different primary use cases. Visibella excels at AEO-first strategies and full-service search visibility for companies prioritizing AI platforms. Growth Plays excels at B2B SaaS content strategy and pipeline attribution for technology companies. The better choice depends on your specific goals, industry, and internal capabilities.
Both agencies work with clients on a custom basis, so pricing varies based on scope and needs. Growth Plays is known as a premium consultancy with pricing that starts in the mid-range for the agency market. Visibella offers both strategic engagements and ongoing optimization services. For accurate pricing information, contacting each agency directly with your specific requirements provides the most reliable estimates.
In theory, a company could engage both agencies if their services don't overlap significantly. Growth Plays' strategic consultancy focus could potentially complement another agency's execution capabilities. However, managing multiple agencies adds complexity and cost. Most businesses find it more practical to select one agency whose core capabilities best match their primary needs.
Visibella works across multiple industries where AI search visibility matters. This includes professional services such as legal, accounting, and consulting. Local services like healthcare, dental, real estate, and home services are also served. E-commerce brands, B2B technology companies, and enterprise organizations all represent potential client categories. The common thread is that these businesses have audiences increasingly using AI platforms to discover and evaluate solutions.
Growth Plays typically provides content strategy, planning, and playbooks rather than direct content production. They develop keyword research, customer journey maps, content briefs, and workflows that guide production. Actual content creation is usually handled by internal teams or production partners working from Growth Plays' strategic direction. Companies seeking hands-on content creation as part of their agency engagement should clarify this during the sales process.
AI visibility improvements can appear within weeks, though building sustained presence takes longer. Visibella notes that their AEO strategies deliver measurable results more quickly than traditional SEO timelines in many cases. However, AI platform algorithms change frequently, and establishing consistent citation patterns requires ongoing optimization. Most AEO programs should plan for at least 3-6 months to establish meaningful baseline improvements.
Yes. Traditional SEO and AEO work together rather than replacing each other. Many AI systems pull information from websites that rank well in traditional search. Strong SEO foundations support AEO success. Additionally, not all search behavior has migrated to AI platforms. Companies need visibility across both traditional search engines and AI answer engines for complete market coverage. Visibella explicitly offers combined AEO and SEO services for this reason.
Key AEO metrics include citation frequency, which measures how often your brand appears in AI responses for target queries. Brand mention accuracy tracks whether AI systems describe your company correctly. Sentiment analysis evaluates the tone of AI-generated content about your brand. Visibility comparison shows how your AI presence compares to competitors. Source attribution identifies which content earns the most citations. Traditional engagement metrics like referral traffic from AI platforms also matter as these platforms increasingly include clickable links.
AI platforms synthesize information from multiple sources to generate responses. Factors that influence citations include content quality and depth, source authority and credibility, entity clarity and knowledge graph presence, recency and accuracy of information, structured data implementation, and overall brand reputation signals across the web. No single factor determines citation, and AI systems weigh these elements differently. AEO strategies work to optimize across multiple citation factors simultaneously.
Early-stage startups with limited resources often benefit from establishing traditional SEO foundations first. Solid website architecture, quality content, and basic keyword rankings create the authority signals that support eventual AEO success. However, startups in markets where AI search already influences buyer behavior may need to prioritize both channels simultaneously. The decision depends on where target customers actually search for solutions and how quickly competitive pressure in AI visibility is building.
Both Visibella and Growth Plays offer valuable expertise for companies looking to improve their search visibility. The right choice comes down to matching agency capabilities with your specific priorities.
If AI visibility and the emerging Answer Engine Optimization space represent your primary strategic focus, Visibella's specialized AEO methodology and full-service approach provide a purpose-built solution. Their combined AEO plus SEO services ensure complete search coverage without managing multiple vendors.
If you're a B2B SaaS company with sophisticated internal marketing capabilities seeking strategic direction for pipeline-focused content programs, Growth Plays' consultancy model and revenue attribution expertise align well with those needs.
For companies ready to explore their AI visibility and understand how they currently appear across platforms like ChatGPT, Gemini, and Perplexity, starting with an assessment makes sense. Understanding your current position helps inform which agency approach will drive the most value.
Get a free AI visibility audit from Visibella to see exactly how your brand appears across major AI platforms—and discover the opportunities waiting in AI-powered search.
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