Growthract Labs & Case Studies
Every analysis is labeled by the kind of evidence behind it. Current modeled scenarios are marked as illustrative. Public Labs use real public evidence, and Customer Case Study is reserved only for work completed in a real client engagement.
Search growth system
Find the opportunity. Put it in the right order.
01 · Diagnose
SignalsTechnical
Access
Intent
Demand
Entity
Clarity
02 · Prioritize
Impact
High
78Relevance
Strong
91Effort
Focused
4303 · Execute
90 daysFoundation
Fix blockers
Demand
Capture intent
Growth
Expand visibility
04 · Outcome
Growth opportunity
Diagnose · Prioritize · Execute · Grow
SEO
Stronger organic visibility.
AEO
Stronger visibility in AI answers.
Growth
More opportunities worth pursuing.
Selected analyses & case studies
Explore the search problems, strategic decisions and growth opportunities behind each analysis or engagement.
Case studies
16 analyses & case studies
Growthract tested a Gemini-based content workflow to determine if autonomous AI generation could produce publication-ready B2B assets. The experiment revealed critical failures in length, factual accuracy, and system stability, demonstrating that generative AI requires layered deterministic validation to function as a reliable editorial tool.
A point-in-time Gemini visibility test produced two Growthract mentions across three prompts — but both mention-containing responses materially mischaracterized the business. This Public Lab shows why mention rate and answer accuracy need to be measured separately.
A public technical audit of growthract.com covering 49 production HTML pages, crawler access, robots.txt, sitemap integrity and legacy routes — with the limits of the evidence stated explicitly.
How businesses can build stronger search foundations while making their expertise easier for modern answer engines to understand.
How a B2B platform migration could become an opportunity to rebuild information architecture, preserve search equity and improve entity recognition across Google and AI-powered search systems.
Technical SEO, content architecture, search intent and entity clarity, connected into one search visibility system across Google and AI-powered search — an illustrative walkthrough for a B2B SaaS company.
Our approach
Every business has different customers, priorities and search opportunities. That is why the strategy starts with context.
Start with
Business context
Focus on
Highest-impact opportunities
The outcome
A clear order of action built around what matters most.
We start with the company, customers, market, positioning and commercial goals. Search performance only matters when it supports the business.
We examine the website, content, technical foundations, search intent and opportunities across traditional and AI-powered search.
Not every SEO issue deserves equal attention. We identify the opportunities most relevant to visibility, customers and growth.
The result is a practical roadmap that makes clear what to improve, why it matters and where to focus first.
What matters
Search performance should connect to real business opportunities. These are the areas we evaluate when deciding where growth can come from.
Improve the ability of your website and content to appear for searches that matter to your business.
Focus on attracting people who are actually looking for the problems, products and solutions you provide.
Make your business information clearer and more useful for modern answer engines and AI-powered search.
Identify technical barriers that can prevent search engines from discovering, crawling or understanding your website.
Find gaps between what customers are searching for and what your website currently explains.
Replace an overwhelming list of recommendations with a practical order of operations.
The Growthract app
Turn website analysis into a clear set of opportunities and actions instead of another overwhelming audit report.
Frequently asked questions
Clear answers about search visibility, AI search and the Growthract approach.
Ready to be found?
Find out what is helping, what is holding you back and what deserves attention next.
Explore related resources
AEO / AI SEO
Understand the system behind these outcomes: technical access, entities, content and evidence.
Explore →Technical SEO
See how crawlability, indexation, structured data and architecture are diagnosed and fixed.
Explore →Insights
Explore practical thinking on SEO, AEO, AI search and search visibility.
Explore →AI Search Visibility
See how prompt coverage, brand mentions, citations and competitor presence are measured.
Explore →Entity Science
See how entity clarity and structured relationships support the outcomes above.
Explore →Search Strategy
See how these outcomes connect to a prioritized, commercially grounded search roadmap.
Explore →