Key takeaway: An AI visibility audit asks whether AI systems can describe your local business accurately when customers search in natural language. This guide lists what to check - brand queries, listings, reviews, and page structure - without promising guaranteed AI Overview placement.
Generative answers pull from public web content, business profiles, and reputation signals. Local businesses that already invest in Google Business Profile, reviews, and clear website copy are better positioned - but you still need to test and document what assistants actually say about you.
What to include in your audit
Key takeaway: Cover six areas: branded AI queries, factual consistency, local SEO fundamentals, review volume and responses, comparison content, and structured data. Score each as pass, partial, or fail with notes - do not invent benchmark percentages.
- 1Branded queries: Ask whether assistants name your business for “best [service] in [city]” and “[your brand] reviews.”
- 2Factual consistency: Compare NAP, hours, and services across your website, Google Business Profile, and top directories.
- 3Local SEO baseline: Work through the local SEO checklist - categories, citations, location pages, and mobile speed.
- 4Reviews and responses: Note review count, recency, average rating, and whether you respond within 48 hours.
- 5Reputation and comparisons: Ensure you have honest comparison and pricing context pages where prospects research alternatives.
- 6Structured data: Confirm LocalBusiness, FAQ, and Article schema validate in Google’s Rich Results Test where applicable.
Sample audit checklist
| Check | Pass? | Notes |
|---|---|---|
| Brand mentioned for core city + service query | Pending | Test in Perplexity + Google |
| Hours and phone match GBP and website | Pending | |
| FAQ or guide pages answer common customer questions | Pending | |
| Negative reviews have public responses | Pending | |
| Comparison page exists for main competitor | Pending | /compare |
Traditional SEO vs reputation vs AI visibility
Key takeaway: Traditional SEO chases rankings and clicks; reputation management focuses on reviews and sentiment; AI visibility tracks whether assistants cite you correctly. All three overlap on GBP, reviews, and trustworthy content.
| Dimension | Traditional SEO | Reputation / reviews | AI visibility |
|---|---|---|---|
| Primary metric | Rankings, impressions, clicks | Rating, volume, response rate | Brand mentions, accuracy in AI answers |
| Main surfaces | Google search, Maps | Google, Yelp, Facebook reviews | ChatGPT, Perplexity, Gemini, AI Overviews |
| Fastest wins | GBP + location pages | Ask fairly + respond quickly | Fix facts + publish clear FAQs |
| What not to promise | Position #1 forever | Delete any negative review | Guaranteed AI Overview slot |
How this connects to Zyene Reviews
Zyene Reviews does not control third-party AI models. It helps you execute the reputation slice of this audit: automated review requests, alerts, AI-assisted replies, Negative Feedback Shield for private issues, and competitor tracking. Pair it with your local SEO checklist and manual AI query tests.
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