Updated September 2026 · Written and maintained by the Progression Agency strategy team
A tracker tells you that you are absent. An audit tells you why. Six stages, run in order, from server logs to a dated baseline — and most sites fail at the first two, where the fix costs hours rather than quarters.
On this page · 12 sections
- What is an AI visibility audit?
- What does the audit actually check?
- What do these audits usually find?
- What do you receive at the end?
- How is this different from buying a visibility tool?
- What should you ask before commissioning one?
- What an audit will not do
- How long does it take and how is it scoped?
- Who actually needs an audit, and who does not?
- What happens after the audit?
- More from Progression Agency
- Video: search, measurement and technical SEO
The short answerAn AI visibility audit is a fixed-scope diagnostic covering six stages in order: can AI crawlers reach your pages, does the answer exist in the HTML without JavaScript, are the pages indexed, does each section answer its own heading, does the site describe the business consistently, and what do the assistants actually say today. It runs in one to two weeks and returns six inspectable deliverables, including a prompt set and baseline you keep permanently.
Updated September 2026. Crawler names and assistant behaviour change; the technical checks here are re-verified quarterly.
What is an AI visibility audit?
A fixed-scope diagnostic that establishes why a business does or does not appear in AI-generated answers. It checks six things in order — crawler access, rendering, indexation, answer structure, entity consistency, and a measured baseline — and returns findings sequenced by expected effect rather than by issue count.
The distinction from a visibility subscription matters and is the reason this page exists. A tracking tool tells you where you stand this month. It cannot tell you why, because the reasons live in places a tracker does not look: your server logs, your rendered HTML, your markup and your page structure. Businesses routinely buy the measurement, confirm the problem monthly for a year, and never diagnose it.
An audit is the other purchase. It is bounded, it happens once, and it produces a list of specific changes in the order they should be made. Most of what it finds is unglamorous and cheap to fix, which is precisely why it is worth finding.
What does the audit actually check?
Six stages, run in order, because a failure at stage one makes every finding downstream irrelevant. There is no point restructuring content on a site the crawlers cannot reach.
Stage 1 — crawler access, proved from logs
We pull ninety days of server logs and count actual fetches by GPTBot, OAI-SearchBot, ChatGPT-User, PerplexityBot, Google-Extended, ClaudeBot and Bingbot. A robots.txt file states an intention; a log records what happened. We also request your pages with each crawler’s user-agent string, because a CDN or WAF can block a bot that robots.txt permits, and it does so invisibly.
Stage 2 — rendering without JavaScript
We fetch every commercial template with JavaScript disabled and read what comes back. This is where the expensive failures live: pages that look perfect in a browser and return a few hundred bytes of scaffolding to anything that does not execute scripts. We test templates rather than pages, because failures cluster by template.
Stage 3 — indexation
The AI search surfaces draw on web indexes, so pages that are not indexed cannot be retrieved from them. We check what is indexed against what should be, and look for anything actively suppressing it — a stray noindex, a conflicting canonical, a redirect chain.
Stage 4 — answer structure
Retrieval selects passages rather than pages. We check whether each section answers its own heading immediately, whether the answer is complete within the first few hundred characters, and whether the passage still makes sense lifted out of context.
Stage 5 — entity consistency
We collect every description of the business — page copy, Organization schema, directory listings, social profiles — and identify where they disagree. Inconsistency here is the commonest cause of an assistant describing your business incorrectly.
Stage 6 — baseline measurement
We write a fixed prompt set covering your real commercial questions, run it, and record what the assistants say today, including which competitors appear. Without this, no later claim of improvement can be checked by anyone, including us.
What do these audits usually find?
Content that only exists after JavaScript runs, and no baseline of any kind. Those two appear in the large majority of audits we run, and both are invisible to every browser-based check a marketing team would normally perform.
The crawler blocks are less common but more decisive when present. A blanket disallow left over from a staging environment, or a bot-management rule in a CDN that nobody on the marketing side knows exists, takes a site from competing badly to not competing at all. It is also the cheapest thing on this page to fix — usually minutes.
| Finding | Frequency | Cost to fix | Time to show in logs or answers |
|---|---|---|---|
| Content missing without JavaScript | Very common | Configuration, sometimes a build change | Weeks |
| No baseline exists | Very common | Half a day | Immediate, as a baseline |
| Entity description inconsistent | Common | An afternoon | Weeks to months |
| Answer buried in its section | Common | Editorial pass per page | Weeks |
| Schema contradicts the page | Common | Hours | Weeks |
| Crawler blocked in robots or WAF | Occasional | Minutes | Days |
| Bots served a different status code | Rare | Hours | Days |
What do you receive at the end?
Six deliverables, every one of them inspectable, and none of them dependent on us. The prompt set in particular is yours from the first day — a measurement instrument you cannot run yourself is a dependency, not a measurement.
| Deliverable | What it contains | What you can do with it |
|---|---|---|
| Crawler access report | Fetches by bot and by URL across 90 days | Prove or disprove access in one page |
| Render audit | Each template’s output with JavaScript disabled | Hand straight to a developer |
| Structure and schema findings | Answer position, heading tree, markup conflicts | Brief an editor and a developer |
| Entity file | One canonical description and every place to apply it | Fix in an afternoon |
| Prompt set and baseline | Fixed wording, dated results, competitors named | Re-run monthly yourself, forever |
| Remediation plan | Sequenced by expected effect, with dependencies | Decide what to fund |
How is this different from buying a visibility tool?
A tool measures. An audit diagnoses. Both are legitimate purchases and they answer different questions — which is why the honest sequence is usually audit first, subscription afterwards.
If you already know you are absent from AI answers, a monthly subscription will confirm it every month at a monthly cost. What you need first is the reason, and the reason is in your logs and your rendered HTML. Once the causes are fixed, a tracker earns its fee, because then there is something to detect.
| Question | Fixed-scope audit | Visibility subscription |
|---|---|---|
| Where do I stand? | Yes, once | Yes, continuously |
| Why am I not appearing? | Yes | No |
| Can crawlers reach my site? | Yes | No |
| Does my page render without JavaScript? | Yes | No |
| What should I change, in what order? | Yes | No |
| Did last month’s change work? | Only if re-run | Yes |
| Cost shape | One project fee | Recurring |
Want the diagnosis?
A fixed-scope AI visibility audit: crawler access from your logs, render testing per template, structure and entity findings, and a prompt set with a dated baseline. One to two weeks. You keep everything, including the prompt set.
What should you ask before commissioning one?
Whether they want your server logs. Everything else in an AI visibility pitch is assertion; the logs are the one artefact that settles whether anyone has looked at your site.
Do you want our server logs?
If the answer is no, the crawler-access stage is guesswork, and that is the stage most sites actually fail.
Which crawler user agents will you test, by name?
The list is short and public. A vague answer about AI bots means nobody has opened a log.
Will you render our templates without JavaScript and show us?
Ten minutes per template, and it finds the most expensive failure there is.
What will you measure before starting?
A baseline taken against fixed wording, handed to us. Without it, no later claim is checkable.
Who implements the findings?
Much of this is developer work. A provider producing recommendations for your team to action should say so, because it changes your cost and your timeline.
What will you not claim?
Guaranteed placement in any AI answer cannot be sold by anyone. An honest scope names its limits.
What an audit will not do
It will not guarantee placement in any AI answer, it will not produce a proprietary score, and it will not make the changes for you unless that is scoped separately.
It also will not tell you that everything is fine when it is not, which is occasionally what a client is hoping for. The most common uncomfortable finding is that the content programme running for the last two years was invisible to the systems it was aimed at, because the pages it produced never rendered for them.
| In scope | Out of scope | |
|---|---|---|
| Crawler access | Analysed from your logs | Changing your CDN configuration |
| Rendering | Tested per template | Implementing server-side rendering |
| Structure | Reviewed and specified | Rewriting every page |
| Entity | One description produced | Updating third-party listings |
| Measurement | Prompt set and baseline built | Ongoing monthly measurement |
| Outcomes | Sequenced plan | Guaranteed placement, which nobody can sell |
Want this done for your site?We build and maintain the search, content and paid programmes described on this page.
How long does it take and how is it scoped?
One to two weeks from the point we have server logs and staging access. Scope is driven by template count rather than page count, because rendering failures cluster by template — a two-hundred-page site with four templates is less work than a forty-page site with fifteen.
The critical path is almost always log access. On sites where the hosting is managed by a third party, requesting ninety days of raw logs can take longer than the analysis does, so it is worth starting that request before anything else.
Who actually needs an audit, and who does not?
You need one if you suspect you are absent and do not know why. You do not need one if nobody has yet checked whether you are absent at all — that check is free and takes an hour.
You probably need one
If a tracker or a manual check shows you are missing from answers your competitors appear in, and nobody internally can say whether AI crawlers reach your site.
You probably need one
If your site is built on a modern JavaScript framework and nobody has fetched a page with scripts disabled to see what remains.
You probably do not need one yet
If you have never asked the assistants your buyers’ questions. Do that first; it is free, it takes an hour, and it may tell you the problem is smaller than you feared.
You probably do not need one yet
If the constraint is obviously corroboration — nobody outside your business has ever written about you. That is a real problem and a technical audit will not find it.
If the constraint is obviously corroboration — nobody outside your business has ever written about you.
What happens after the audit?
You get a sequenced plan and a choice: action it with your own developers, or have us do it. Both are normal, and they are different engagements priced differently.
What should not happen is the plan sitting unactioned while a subscription measures the unchanged problem every month. If the findings are not going to be implemented, the honest advice is not to commission the audit in the first place.
Implementing it yourself
Entirely reasonable with developer access. The render and crawler fixes are usually configuration changes, and the editorial restructure is a bounded writing project.
Having us implement it
Scoped separately from the audit, so you can see what each costs. The rewrites and template changes are the bulk of it.
Re-measuring
Re-run the prompt set monthly with identical wording. That is the only way anyone — including us — can tell whether the work moved anything.
Re-checking quarterly
Crawler names and behaviour change. A quarterly re-check of access is cheap insurance against silently losing what you fixed.
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Video: search, measurement and technical SEO
Background viewing on search and measurement. The audit method is written out in full above; these are context rather than the source of anything stated here.
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Getting found in search
AI, AEO and what is changing
Paid media and lead generation
Websites and design
Choosing and working with an agency
Social, content and brand
By industry and by situation
Frequently asked questions
What is an AI visibility audit?
What does an AI visibility audit include?
How much does an AI visibility audit cost?
How long does an AI visibility audit take?
What is the difference between an AI visibility audit and an AI visibility tool?
Do I need to give you server logs?
What is the most common finding?
What is the cheapest thing you usually find?
Can you run the audit without a staging environment?
Do you fix what you find?
Will an audit guarantee I appear in ChatGPT?
What is an AI SEO audit?
What is an AEO audit?
What is in an AI visibility report?
Do you provide a visibility score?
How many prompts are in the baseline?
Can I re-run the baseline myself?
How often should the audit be repeated?
Does this replace an SEO audit?
What if the audit finds nothing wrong?
Who is this for?
Do small sites need this?
Sources and further reading
- Google Search Essentials — SEO starter guide
- Google: creating helpful, reliable, people-first content
- Google: intro to structured data
- Google: LocalBusiness structured data
- Google: FAQPage structured data
- Google: Article structured data
- Google: Product structured data
- Google: title links in search results
- Google: control your snippets
- Google: robots.txt introduction
- Google: sitemaps overview
- Google: consolidate duplicate URLs
- Google: redirects and Search
- Google: JavaScript SEO basics
- Google: multi-regional and multilingual sites
- Google Search Central Blog
- Google: get started with Search Console
- Google: how local search results are determined
- Google Business Profile: prohibited and restricted content
- Google Business Profile: address and service area guidelines
- Google Business Profile: review policy
- Google Business Profile: add or edit categories
- Google Ads: location targeting settings
- Google Ads: about negative keywords
- Google Ads: about Quality Score
- Google Ads: importing offline conversions
- Google Ads: about Smart Bidding
- Google Ads: about Performance Max
- Google Local Services Ads: eligibility and screening
- Google Ads: keyword match types
- Google Analytics 4: about conversions
- Google Analytics 4: attribution models
- US Census Bureau QuickFacts: New Jersey
- US Census Bureau: American Community Survey
- US Census: Statistics of US Businesses
- Bureau of Labor Statistics: New Jersey data
- BLS: Occupational Employment and Wage Statistics
- NJ Department of Labor: labor market information
- New Jersey Business Action Center
- US Small Business Administration: New Jersey district
- USA.gov: business resources
- web.dev: Core Web Vitals explained
- web.dev: Largest Contentful Paint
- web.dev: Cumulative Layout Shift
- web.dev: Interaction to Next Paint
- Google PageSpeed Insights
- Google Rich Results Test
- Google Search Console
- W3C Markup Validation Service
- Schema.org: LocalBusiness type
- Schema.org: Service type
- Schema.org: FAQPage type
- Schema.org: HowTo type
- W3C: WCAG 2.2 quick reference
- FTC: CAN-SPAM Act compliance guide
- FCC: telemarketing and robocall rules (TCPA)
- FTC endorsement guides — reviews and testimonials
- FTC: rule on consumer reviews and testimonials
- HHS: HIPAA guidance on online tracking technologies
- New Jersey Courts: attorney advertising guidelines
- New Jersey DCA: construction codes and permits
- New Jersey Home Improvement Contractor registration
- New Jersey Division of Consumer Affairs
- TikTok for Business
- TikTok Creative Center
- TikTok Ads Help Center
- TikTok Community Guidelines
- TikTok Terms of Service
- TikTok Privacy Policy
- TikTok Safety Center
- TikTok Transparency Center
- TikTok Creator Portal
- TikTok Newsroom
- TikTok for Developers
- TikTok advertising solutions
- TikTok Creator Marketplace
- TikTok Business Center
- TikTok for Business blog
- TikTok Creative Center: top ads
- TikTok Branded Content policy
- TikTok Shop for sellers
- Instagram for Business
- Instagram for Creators
- Instagram Help Center
- About Instagram
- Meta Business Suite
- Meta Business Help Center
- Meta Transparency Center
- About Meta
- Meta: Instagram platform docs
- YouTube Creators
- YouTube Official Blog
- YouTube Shorts help
- How YouTube Works
- YouTube Studio
- LinkedIn Marketing Solutions
- LinkedIn Help
- Pinterest Business
- Pinterest Business Help
- Snapchat for Business
- X for Business
- Reddit communities
- Reddit for Business Help
- ASCAP
- BMI
- SESAC
- Global Music Rights
- PRS for Music (UK)
- PPL (UK)
- SOCAN (Canada)
- APRA AMCOS (Australia)
- GEMA (Germany)
- SACEM (France)
- SIAE (Italy)
- JASRAC (Japan)
- IFPI
- RIAA
- National Music Publishers Association
- Harry Fox Agency
- SoundExchange
- Music Reports
- Epidemic Sound
- Artlist
- Soundstripe
- PremiumBeat
- AudioJungle
- Free Music Archive
- Creative Commons
- Incompetech
- FTC: advertising and marketing
- FTC: disclosures 101
- FTC: endorsement guides
- FTC: consumer reviews rule
- FTC: advertising FAQs
- US Copyright Office
- US Copyright Office: DMCA
- US Copyright Office: music FAQ
- US Copyright Office: fair use FAQ
- USPTO: trademarks
- UK Advertising Standards Authority
- ACCC (Australia)
- Competition Bureau Canada
- GDPR overview
- California Consumer Privacy Act
- COPPA
- FTC: children’s privacy
- W3C Web Accessibility Initiative
- W3C: WCAG
- W3C: captions
- W3C: making audio and video accessible
- ADA.gov
- WebAIM
- Epilepsy Foundation
- Pew Research: internet and technology
- DataReportal
- US Census Bureau
- US Bureau of Labor Statistics
- Interactive Advertising Bureau
- Think with Google
- Google Trends
- Nielsen insights
- Schema.org: VideoObject
- Schema.org: SocialMediaPosting
- Schema.org: MusicRecording
- Schema.org: HowTo
- Schema.org: FAQPage
- Schema.org: Organization
- Google: video best practices
- Google: video structured data
- CapCut
- Adobe Premiere Rush
- DaVinci Resolve
- Canva
- Descript
- VEED
- Kapwing
- Otter.ai
- Later
- Buffer
- Hootsuite
- Sprout Social
- Google Analytics
- Google Search Console
- Google Analytics developer docs
- GA4: events and conversions
- Matomo
- Plausible Analytics
- Similarweb
- UK Information Commissioner’s Office
- Office of the Privacy Commissioner of Canada
- Australian OAIC
- European Data Protection Board
- EU data protection
- EU Digital Services Act
- Ofcom
- FCC
- AIGA
- Nielsen Norman Group
- Smashing Magazine
- web.dev
- MDN: web media
- MDN: the video element
- ISO 21001 (reference)
- Buma/Stemra (Netherlands)
- STIM (Sweden)
- Teosto (Finland)
- Koda (Denmark)
- TONO (Norway)
- IMRO (Ireland)
- SGAE (Spain)
- ZAiKS (Poland)
- KOMCA (South Korea)
- MCSC (China)
- CISAC
- World Intellectual Property Organization
- TikTok: creating videos
- TikTok: exploring videos
- TikTok: privacy settings
- TikTok: growing your audience
- TikTok Creator Academy
- TikTok Effect House
- TikTok for small business
- Instagram: Reels help
- YouTube: Shorts best practice
- How YouTube recommends
- Pinterest Predicts
- Snapchat for Business
- Hootsuite blog
- Social Media Examiner
- Marketing Week
- Adweek
- Google Search Essentials — SEO starter guide
- Google: creating helpful, reliable, people-first content
- Google: intro to structured data
- Google: LocalBusiness structured data
- Google: FAQPage structured data
- Google: Article structured data
- Google: Product structured data
- Google: title links in search results
- Google: control your snippets
- Google: robots.txt introduction
- Google: sitemaps overview
- Google: consolidate duplicate URLs
- Google: redirects and Search
- Google: JavaScript SEO basics
- Google: multi-regional and multilingual sites
- Google Search Central Blog
- Google: get started with Search Console
- Google: how local search results are determined
- Google Business Profile: prohibited and restricted content
- Google Business Profile: address and service area guidelines
- Google Business Profile: review policy
- Google Business Profile: add or edit categories
- web.dev: Core Web Vitals explained
- web.dev: Largest Contentful Paint
- web.dev: Cumulative Layout Shift
- web.dev: Interaction to Next Paint
- Google PageSpeed Insights
- Google Rich Results Test
- Google Search Console
- W3C Markup Validation Service
- Schema.org: LocalBusiness type
- Schema.org: Service type
- Schema.org: FAQPage type
- Schema.org: HowTo type
- W3C: WCAG 2.2 quick reference
- US Census Bureau QuickFacts: New Jersey
- US Census Bureau: American Community Survey
- US Census: Statistics of US Businesses
- Bureau of Labor Statistics: New Jersey data
- BLS: Occupational Employment and Wage Statistics
- NJ Department of Labor: labor market information
- New Jersey Business Action Center
- US Small Business Administration: New Jersey district
- USA.gov: business resources
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