See whether AI systems can read, interpret, and recommend your site — before a competitor fills the shortlist.
GEO Fix team5 min read
Crawlers can reach your site. Your service pages state what you do. You ran the visibility scorecard anyway — median score still 0. ChatGPT recommends competitors every time.
This is Bucket 3 in our diagnosis framework. Not a crawler problem. Not a schema tutorial. An authority and signal problem — and the most frustrating one because technical fixes won't solve it this week.
| Your checks | What it rules out | What's left |
|---|---|---|
| AI search crawlers allowed | Bucket 1 (invisible) | |
| Category clear on service pages | Bucket 2 (misread) | |
| Median score 0–1 on category prompts | — | Bucket 3 (outgunned) |
If you're not there yet — crawlers blocked or category vague — start with diagnosis and fix deploy order. This post is for owners who already passed technical checks and still lose.
When crawlers can read you, recommendations still favour competitors with richer external evidence:
| Signal type | Why competitors win |
|---|---|
| Review density | More G2/Capterra/Trustpilot mentions in your category |
| Directory presence | Clutch, Yelp, industry associations name them in context |
| Comparison content | "Best [category] tools" articles cite them, not you |
| Entity repetition | Web mentions associate their brand with the category query |
| Page specificity | Their service URLs say the category in plain text |
ChatGPT isn't ranking product quality. It's synthesising available evidence. A worse product with more citations beats a better product AI can't corroborate.
G2 found half of B2B software buyers start in an AI chatbot. Many never visit your site to judge quality — they trust the shortlist.
You don't need a scan to see this pattern. Compare yourself to one cited competitor:
| Check | You | Cited competitor |
|---|---|---|
| OAI-SearchBot allowed | Yes | Yes |
| Homepage states category plainly | Maybe | Usually |
| G2 reviews in category | Few | Many |
| Named in "best of" listicles | Rare | Common |
| ChatGPT median score (your 5 prompts) | 0 | 2–3 |
No robots.txt edit closes a review-count gap. The fix path is different.
Not more adjectives — more citable facts competitors already publish:
AI cites pages it can extract a clear claim from. Vague positioning pages don't get quoted.
Priority targets:
One press mention doesn't beat a competitor's review moat. But zero third-party mentions guarantees they stay ahead.
Take the competitor ChatGPT cites most. Ask ChatGPT:
Note which domains appear in sources. Those are the properties you need presence on — not random link-building.
| Tempting move | Why it fails |
|---|---|
| Block competitors' bots | Doesn't add your evidence |
| Rewrite homepage weekly | Doesn't add third-party citations |
| Buy another SEO audit | Re-tests Google, not AI authority |
| Pay for AI monitoring only | Dashboard shows you're losing; doesn't deploy fixes |
| Expect GEO Fix alone to fix Bucket 3 | We fix technical readiness (Buckets 1–2); authority is yours to build |
GEO Fix Pro (£399) includes manual review of up to 20 pages — useful for finding quotable gaps on your site before you invest in PR. It doesn't manufacture reviews.
| Tool type | What it does | Bucket 3 usefulness |
|---|---|---|
| Citation monitoring (Profound, Otterly, Peec AI) | Tracks if you're named over time | High — shows if levers work |
| Readiness + implementation (GEO Fix) | Crawlers, files, CMS deploy | Low once technical layer is done |
| SEO agency retainer | Google rankings, content | Medium — doesn't target AI citations directly |
If you're Bucket 3, monitoring may be worth budget. Another robots.txt pass isn't.
They have more category-associated evidence — reviews, directories, comparison articles — not necessarily a better product.
Levers 1–3 above. Re-run the scorecard monthly. Expect months, not days.
No. We remove technical blockers and ship structure files. Authority gaps are a separate investment.
You'll get a plausible-sounding answer, not a reliable audit. Use the competitor prompt audit instead.
Key takeaways
Find technical blockers, missing context, and weak AI-readiness signals in minutes.
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