Before you can improve your AI visibility, you need to know where you stand. Here's a systematic audit framework — covering technical signals, content, and entity strength — that any business can run today.
Why an audit comes before a strategy
Most businesses that want to improve their AI search visibility start by asking "what should we add?" The better question is "what do we actually have right now?"
AI visibility is built from multiple layered signals. A business might have solid content but broken schema markup. Or strong schema but inconsistent citations. Or both, but no llms.txt file and a site that loads in 6 seconds on mobile. Pouring resources into a new content strategy when your foundational schema is incomplete is like painting a house with a cracked foundation.
An audit surfaces where the gaps are so you can fix the highest-leverage problems first. This guide walks through every major AI readiness signal, how to assess it, and what "good" looks like. Work through this systematically and you'll have an accurate, honest picture of where you stand — and a prioritized list of what to fix.
Section 1: Technical foundation
### Check 1: Can AI crawlers access your site?
Go to https://yourdomain.com/robots.txt. Look for any Disallow rules that block important pages or directories. Particularly look for rules blocking /resources/, /blog/, /services/, or the root path entirely.
AI crawlers generally respect robots.txt. If you've blocked important sections of your site from crawlers (often done accidentally during site migrations or development), those sections won't be indexed by AI tools.
What good looks like: Crawlers are allowed to access all public-facing content. Only administrative or private paths (like /wp-admin/ or /api/) are blocked.
### Check 2: Does your site have a sitemap?
Go to https://yourdomain.com/sitemap.xml. It should exist and should list all your important pages — service pages, location pages, resource articles, industry pages. Check that recently added pages are included.
What good looks like: A comprehensive sitemap that is automatically updated when new content is published, and which is submitted to Google Search Console.
### Check 3: Do you have an llms.txt file?
Go to https://yourdomain.com/llms.txt. Does the file exist? If it does, is it current — does it accurately reflect the pages and content you have today? Is it specific enough to be useful, or is it too generic?
What good looks like: An llms.txt file that includes a clear description of the business, a list of key pages with descriptions, a guide to content categories, and links to important resource content. Updated when new content is published.
### Check 4: How fast does your site load on mobile?
Use Google's PageSpeed Insights (https://pagespeed.web.dev/) to test your homepage and a representative service page on mobile. Look at the Largest Contentful Paint (LCP) score.
AI crawlers don't directly penalize slow sites — but slow load times signal technical neglect, which correlates with other quality issues. More importantly, site speed is a ranking signal for Google, which feeds into the authority signals that AI tools use.
What good looks like: LCP under 2.5 seconds on mobile. A score of 85+ on PageSpeed.
### Check 5: Is your site free of crawl errors?
In Google Search Console, check Coverage and Pages reports for errors. 404s on important pages, soft 404s, and server errors all reduce crawl efficiency — and AI tools that encounter these errors get incomplete pictures of your site.
What good looks like: No 404 errors on pages with any inbound links or sitemap entries. Any legacy URLs that were deleted have proper 301 redirects.
Section 2: Schema markup
### Check 6: Do you have Organization or LocalBusiness schema?
Use Google's Rich Results Test (https://search.google.com/test/rich-results) on your homepage. Look for Organization and LocalBusiness schema in the results. If you don't see them, you don't have them.
If you do have them, check completeness: name, URL, logo, description, address, telephone, hours, social profiles. Missing fields are missed signals.
What good looks like: Both Organization and LocalBusiness schema present on the homepage, with every applicable field populated and accurate.
### Check 7: Do you have FAQPage schema?
Check your homepage, service pages, and any location pages using the Rich Results Test. FAQPage schema should appear on any page that has a question-and-answer section.
If you have FAQ sections that aren't wrapped in FAQPage schema, the content exists but is not explicitly readable as Q&A by AI tools. The schema is what makes the format machine-readable.
What good looks like: Every page with FAQ content has FAQPage schema that matches the visible questions and answers exactly.
### Check 8: Do you have Article or BlogPosting schema on resource content?
Test a resource article URL using the Rich Results Test. You should see Article or BlogPosting schema with datePublished, dateModified, author, and publisher fields.
What good looks like: Every published resource article has Article schema with accurate dates and authorship information. The dateModified field is updated when content is revised.
### Check 9: Does your schema match your visible content?
This is a consistency check. Take the information declared in your LocalBusiness schema — hours, address, phone — and verify it exactly matches what's visible on your website. Then verify it matches your Google Business Profile.
Schema that conflicts with visible content is a credibility red flag for AI tools. Consistency across all surfaces is the goal.
What good looks like: Exact match between schema declarations, visible page content, and Google Business Profile data for all factual business information.
Section 3: Content quality
### Check 10: Does each service page have substantive FAQ content?
Visit each of your service pages. Do they have a FAQ section? If so, how many questions? What's the average answer length?
A FAQ section with three questions and two-sentence answers is not substantive enough to earn AI citation. A FAQ section with 10–15 questions covering real client concerns, with complete 2–4 paragraph answers, is.
What good looks like: Every service page has at minimum 8 FAQ questions with complete, direct, specific answers. Questions match what real clients ask, not generic filler.
### Check 11: What is your total resource library size?
Count your published resource articles. For AI citation purposes, depth of topic coverage matters. A business with 5 articles is a thin source. A business with 30+ articles is an established authority.
What good looks like: 20+ published resource articles covering your core service areas, with at least 3–5 articles per major topic cluster. New content published at minimum monthly.
### Check 12: Does your content answer specific questions directly?
Take the three most important questions your clients ask before hiring you. Search for each in your resource library. Is there an article that answers each question comprehensively and directly?
If the answer is no — those are content gaps. They're questions your potential clients are asking AI tools right now, and someone else is being cited for the answer.
What good looks like: Clear, direct articles addressing each major pre-hire question for your category. No significant gaps between what clients ask and what your content answers.
### Check 13: When was your most recent piece of content published?
Check the publication dates on your resource articles. When was the last one? If it's more than 60 days ago, your publishing cadence has stalled. AI tools that crawl the live web note recency.
What good looks like: New content published within the last 30 days. A consistent cadence of at minimum 2–4 articles per month.
Section 4: Entity strength
### Check 14: Is your Google Business Profile complete?
Open your Google Business Profile and audit every field: business name, address, phone, hours, website, description, services, photos, Q&A. How many fields are incomplete or outdated?
Google Business Profile is one of the strongest entity signals available to local businesses. It feeds directly into Google AI Overviews and local citation databases that AI tools pull from. A complete, accurate, actively maintained profile is foundational.
What good looks like: Every applicable field in Google Business Profile is completed, photos are recent and numerous, Q&A section is populated, and the profile is actively monitored for updates.
### Check 15: How many citations do you have, and how consistent are they?
Use a tool like BrightLocal or Moz Local to run a citation audit. How many directories list your business? What percentage have your name, address, and phone exactly correct?
NAP consistency — having your Name, Address, and Phone identical across all directories — is a foundational entity signal. Even minor variations (St. vs Street, Suite vs Ste.) fragment your entity and reduce AI confidence.
What good looks like: Listed in at minimum the top 30 directories for your category and region. 95%+ NAP consistency across all citations.
### Check 16: What is your review volume and recency?
Count your reviews on Google and any relevant industry review platforms (Yelp, Healthgrades, Avvo, Houzz, etc.). What's your total count? What's your average? When was your most recent review?
What good looks like: 50+ Google reviews minimum, 4.0 average or higher. New reviews generated consistently — at least 2–4 per month. The most recent review within the last 30 days.
Scoring your audit
Tally which checks you pass and which you fail:
14–16 checks passing: Strong foundation. Your AI visibility work is largely about content scale and continuous maintenance.
10–13 checks passing: Solid in some areas with meaningful gaps. Prioritize the technical and schema fixes first — they're the highest leverage.
6–9 checks passing: Significant gaps across multiple categories. Your AI visibility is well below where it should be for a business competing seriously in your market.
Under 6 checks passing: Your AI presence is essentially unbuilt. You're invisible to AI search tools across most signals. The opportunity to establish early authority in your category is significant — and urgent.
The highest-leverage fixes, in order
Based on what the audit reveals, here is the priority order for remediation:
1. Fix crawl errors and update robots.txt (technical foundation)
2. Implement or complete LocalBusiness and Organization schema
3. Add FAQPage schema to all pages with FAQ content
4. Create or update your llms.txt file
5. Fix NAP inconsistencies in citations
6. Complete your Google Business Profile
7. Add Article schema to all resource content
8. Publish missing content for major question gaps
9. Establish a regular content publishing cadence
10. Implement a review generation process
None of these are permanent solutions — all require ongoing maintenance. For a deeper look at why the maintenance never stops, see our guide on why AI search visibility requires ongoing maintenance. And if you want professional help executing on what this audit uncovered, our GEO and AI search optimization service covers everything from technical setup to content strategy to ongoing management.
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