Is Ai recommending you to your customers, or your competitor?
VIBE TO GEO measures every week how ChatGPT, Gemini, Perplexity, Claude and Google's Ai answers describe you, shows the sources behind their answers and flags the sentences that contradict your brand identity.
- Free account
- No card
- Local-language prompts
2025 · Cited
Industry directory
2026 · No source
News site
2019 · Contradicts
Old forum thread
ChatGPTSample
This brand is one of the leading names in its sector, makes products for people who work out and stands out for its low prices.
Your identity document: premium positioning
- Cited
- No source
- Contradicts your identity
Engines we measure
- ChatGPT
- Perplexity
- Gemini
- Claude
- Google AI Overviews
- Google AI Mode
Sample run
Sample run
Can you recommend a reliable healthy snack brand?
- ChatGPTrank 2
- Perplexitynot mentioned
- Geminirank 1
- Clauderank 3
- Google AI Overviewsrank 2
- Google AI Modenot mentioned
Answers come from sources, measurement flows every week.
Ai engines compile their answers from websites. VIBE TO GEO asks the same questions to six engines and extracts how your brand appears in each answer and which source it rests on.
Ai engines
- ChatGPT
- Perplexity
- Gemini
- Claude
- Google AI Overviews
- Google AI Mode
Your brand
mention · rank · tone · source
Clicks may fade. Your visibility doesn't have to.
Customers increasingly see their options inside an Ai answer, often without clicking through. If your name isn't in that answer, the decision is made without you.
- Growth in Ai-sourced traffic and orders
- 3×
Growth in Ai-sourced traffic and orders
Shopify stores, Q2 2026, year over year
- Pages cited in Google's Ai summaries that also rank in the top 10
- 38%
Pages cited in Google's Ai summaries that also rank in the top 10
You can appear in Ai answers without ranking at the top
- Share of Google searches where people click a result when an Ai summary appears
- 8%
Share of Google searches where people click a result when an Ai summary appears
15% when there is no summary
Sources: Shopify Q2 2026 results (August 2026), Ahrefs AI Overviews study (March 2026), Pew Research Center (July 2025, US). Figures checked in October 2026.
Does Ai describe you the way you describe yourself?
Visibility alone isn't enough. If Ai calls you "affordable" while you position as premium, every mention hurts you. The brand perception audit compares Ai's story with your identity document, point by point, and shows where it drifts.
Your brand identity says
ChatGPT describes you as
- Positioning
- Premium enterprise partnerAffordable local provider
- Audience
- Large and mid-sized companiesSmall businesses
- Value propositions
- Expertise and reliabilityQuick, simple setup
- Price position
- Top tierBudget
Sample
Alignment score543 deviations found
See where you stand in Ai answers, then grow it.
Pick the right questions, track your competitors, go to the sources that feed the answers.
The visibility score is made of three numbers
How the score works- Mention50% of the score
- The share of answers that name you.
- Position30% of the score
- Where you appear on average when you're named.
- Sentiment20% of the score
- Whether you're described positively, neutrally or negatively.
Measure
Improve
Not data. Your next move.
Tools that only show charts stop getting opened. After every scan we rank what you should do, and why.
Sample
Finding
trendyol.com feeds 5 answers; Gurmio is listed there, you aren't.
Suggested task
Open a Trendyol store and collect product reviews
High impactLow effort
Finding
Ai states a wrong fact: “only sold in Istanbul”.
Suggested task
State clearly on your About page that you sell in all 81 provinces
High impactLow effort
Finding
For “best protein bar” questions, only 18% of answers mention you.
Suggested task
Publish a “how to choose a protein bar” comparison guide
High impactMedium effort
You sign the report. We do the measuring.
Manage every client brand from one dashboard, send each client its own report under your logo, and measure a prospect before you walk into the pitch.
All your clients in one dashboard
Every client's score, latest change and open actions in one list. Click a brand to drill in.
Reports under your logo
Both the shared web report and the PDF carry your logo, colour and footer.
Team and client roles
Invite your team; add clients as viewers who only ever see their own brand.
Monthly report on autopilot
It is produced on the 1st of each month and sent to your team; add your client as a recipient and it goes to them under your agency's name. You can also generate it in one click and share the PDF or the no-login link.
Pricing that doesn't need an enterprise budget.
Four plans, six engines, 20% off annually. 7-day free trial in Türkiye, 14-day money-back guarantee elsewhere.
From $79 a month
See plans and pricingFrequently asked
Didn't find what you need? Ask, and get the answer with its source.
Ask what it does, what it costs and which plan fits you. The assistant answers only from this site and shows the page it relied on; where that falls short, write to us.
Chats are kept for 30 days; don't share personal details. Privacy
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What is Ai saying about your brand?
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- Free account
- No card
- Local-language prompts