An AI visibility audit should produce decisions, not just screenshots of a brand appearing in an answer. Use this checklist to separate what you can verify from what still needs investigation.
Copyable checklist
Buyer and scope
- ☐ Choose the buyer, market and buying stage.
- ☐ Record the actual offer and service boundaries.
- ☐ Select a fixed prompt panel and distinguish branded questions.
- ☐ Choose engines, modes, repeat count and observation dates.
Technical access
- ☐ Inspect relevant robots.txt directives.
- ☐ Check HTTP responses, redirects and canonical information.
- ☐ Review important content in returned page text.
- ☐ Investigate WAF challenges and rate limits.
- ☐ Validate actual crawler identity before changing security rules.
Entity and evidence
- ☐ Confirm business name, services and geographic claims.
- ☐ Verify named experts and credentials where relevant.
- ☐ Check genuine profile links and
sameAsdestinations. - ☐ Label illustrative examples and verify case-study permissions.
- ☐ Ensure structured data matches visible information.
Answer observations
- ☐ Save exact prompts and outputs.
- ☐ Log mentions, recommendations and citations separately.
- ☐ Open cited URLs and check supporting claims.
- ☐ Record errors and no-answer observations.
- ☐ Classify recurring competitor citation gaps.
Commercial measurement
- ☐ Inspect identifiable AI referral sources in GA4.
- ☐ Validate lead and booking events.
- ☐ Define a qualified inquiry with sales.
- ☐ Connect opportunities to CRM records where possible.
- ☐ Assign owners and priorities for fixes.
Turn findings into actions
A blocked service page gets a technical owner. A wrong service description gets an authoritative-content correction. Missing buyer evidence gets a content task. An untraceable conversion gets an analytics task.
Give each action an affected URL, observed evidence, desired behavior and completion check. Do not use a single readiness score to hide different problems.
Frequently Asked Questions
It can support initial checks. It cannot replace authenticated analytics, logs, CRM validation or repeated answer observations.
No. Relevance, accuracy and the quality of resulting inquiries matter.
Next step
Prefer a head start? Begin with the public readiness check, or ask us for a scoped assessment.
Start with Buzzlect’s public readiness check →
Related guides
- How B2B Companies Can Measure Visibility in ChatGPT and Google AI
- How ChatGPT, Perplexity and Google AI Choose Which Sources to Cite (and How to Explain It to Clients)
- Why Your B2B Brand Isn’t Appearing in ChatGPT Recommendations
- How to Connect B2B SEO, AI Search, and CRM Revenue Data
- Entity Optimization for AI Search: A Packageable Service for Agencies
About this guide
This guide is a practical framework. It does not report survey data, platform rules or measured client results, and any example in it is illustrative.
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