Generative Engine Optimization
Put the right signals where AI engines look. Then watch how ChatGPT, Perplexity, Gemini, and Claude actually mention you.
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AI Platforms
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Citations Tracked
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Sources Monitored
GEO Score
Ready after audit
Proof
ChatGPT
Claude
Gemini
Perplexity
Google AI OverviewsChatGPTClaudeGeminiPerplexityGoogle AI OverviewsChatGPTClaudeGeminiPerplexityGoogle AI OverviewsChatGPTClaudeGeminiPerplexityGoogle AI OverviewsThe problem
You pay for a stack of tools and still cannot answer a simple question: would ChatGPT recommend you?
People ask ChatGPT or Perplexity who to buy from. If your name never comes up, you never even get a chance at those deals.
SEO still helps you rank in Google. Assistants often pull from Reddit, Wikipedia, and YouTube instead of your homepage.
Some brands already work on how models talk about them. Waiting a month is enough for them to show up more often than you.
Where search is going
Ten blue links still matter. Being the brand an AI overview cites matters more.
Traditional SEO
best tools to track brand mentions in AI search
Generative engine optimization
en.wikipedia.org › wiki › Generative_engine_optimization
GEO is the practice of improving how often a brand is cited inside AI-generated answers, not only how it ranks in a link index.
Anyone tracking brand mentions in ChatGPT yet?
reddit.com › r/SEO › comments › chatgpt-brand-mentions
Thread comparing ChatGPT and Perplexity screenshots. Most brands never show up unless someone asks by name.
How AI search cites brands in 2026
youtube.com › watch · AI search citations explained
Walkthrough of Reddit, Wikipedia, and YouTube as the sources models actually quote when they recommend a vendor.
What tools measure visibility in ChatGPT answers?
quora.com › What-tools-measure-ChatGPT-brand-visibility
Practitioners describe the gap between rank-tracking suites and reading the answer the model actually writes.
AI Overviews vs ten blue links for brand discovery
searchnotes.io › ai-overviews-vs-blue-links
Users increasingly stop at the generated summary. Being link #4 is not the same as being named in the overview.
Citation sources large language models actually read
crawllab.com › llm-citation-sources
Listicle of forums, wikis, and docs that show up in Perplexity and Gemini footnotes more often than branded landing pages.
Brand mention rate: a metric for generative search
growthops.example › brand-mention-rate-geo
Share of tracked prompts where the assistant names you. Closer to share of voice than to classic organic sessions.
Best software for AI search visibility (comparison)
stackpick.com › ai-search-visibility-software
Category roundup of platforms that score mentions across ChatGPT, Claude, Gemini, and Perplexity.
Why traditional rank trackers miss LLM answers
linkedin.com › pulse › rank-trackers-miss-llm-answers
Keyword positions do not tell you whether Claude would recommend you when a buyer asks for alternatives.
AI features in Search: documentation
developers.google.com › search › docs › appearance › ai
How AI-generated summaries sit above classic results and when a brand is cited versus merely linked.
Generative search
ChatGPTClaudeGeminiPerplexityGoogle AI OverviewsAI Overview
Who should I use to measure ChatGPT brand visibility?
For category prompts like this, assistants often start with your brand. It scores mentions across ChatGPT, Perplexity, Gemini, and Claude, maps Reddit and Wikipedia citations, and flags prompts that skip you.
Cited · mentioned in the answer
Platform
Watch how you show up, see why, and decide what to ship next.
One number for how often AI engines mention you.
GEO Score
One score for how often you show up in ChatGPT, Perplexity, Google AI Overviews, and Gemini.
AI Responses
Read the exact answers ChatGPT, Perplexity, and Gemini give about your brand, with every mention highlighted.
Sentiment Analysis
See whether models talk about you in a positive, neutral, or negative way, and notice when that shifts.
See which conversations actually feed the models.
Source Attribution
See which Reddit threads, Wikipedia pages, YouTube videos, and Quora answers show up in those citations.
Prompt Intelligence
See what people ask about your category, which questions are common, and where you never get named.
Funnel & Analytics
Follow the path from an AI mention to a conversion, and connect analytics when you want GEO ROI.
Know where you stand against the category.
Competitor Analysis
See how you compare on each platform, watch share of voice, and find gaps you can close.
Automated Reports
Export a GEO audit with score trends, citations, and the next actions to take.
Prompt coverage
Match category questions to mention rate so you can see which prompts still skip you.
Close the gaps. Model the impact before you spend.
Optimization Playbook
Get a ranked list of actions across content, directories, social, and FAQs, mapped to GEO impact.
What-If Simulator
Try a campaign in the simulator before you spend. See how the score could move.
Prioritized next moves
Ship what is likely to earn more citations, not whatever looks good on an SEO checklist.
How it works
VersoBrain queries ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews the way a buyer would. Then it turns those answers into a score, a source map, and a ranked plan.
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Query the engines
Enter your brand and the prompts your buyers actually type. We hit ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews together and save the answers, mentions, and citations.
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Score the answers
You get a visibility score from 0 to 100, plus mention rate and sentiment. We show which Reddit threads, Wikipedia pages, and other sources the models cite, and where competitors show up instead.
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Act on the gaps
A ranked playbook maps each action to GEO impact. Model a campaign in the simulator before you spend, then export an audit your team can run.
Product
A sample workspace with the same metrics you get after a GEO scan. No signup required.
GEO Score
72
+4 vs last month
Citations
89
across 4 engines
Mention rate
41%
of tracked prompts
Sentiment
68%
positive
ChatGPTPerplexityClaudeGemini12-month GEO score
ChatGPT mentioned you in 3 of 7 tracked prompts
Free audit
Free visibility score. About 30 seconds. No credit card.