If you have asked ChatGPT to recommend a business like yours and your name did not appear, the problem is almost certainly one of five fixable issues — not your reputation, your size, or how long you have been trading. AI models do not exclude businesses deliberately. They exclude businesses whose data they cannot verify, understand, or cite with confidence. This guide covers each issue and exactly how to fix it.
AI does not ignore your business. It cannot see it.
Reason 1 — No schema markup on your website
AI crawlers like GPTBot and ClaudeBot visit your website looking for structured data in JSON-LD format. If they find none, they have no machine-readable signal that your business exists or what it does. Most UK business websites have no schema markup at all. The AI defaults to recommending businesses it can verify from structured sources — and skips everyone else.
The fix
Install the correct Schema.org type for your business. Solicitors need LegalService. Accountants need AccountingService. Mortgage advisers need FinancialService. Estate agents need RealEstateAgent. Include your business name, address, services, and any professional registration numbers. TendorAI Pro installs this within 48 hours.
Reason 2 — Inconsistent directory data
AI models cross-reference your business data across multiple sources before recommending you. If your firm name is slightly different on Google Business Profile than on your website, or your phone number format varies between directories, AI confidence drops. Inconsistencies signal unreliability to AI models — even if the information is technically correct.
The fix
Audit every directory where your business appears. Your name, address, phone number and website URL must be identical everywhere: your own website, Google Business Profile, your professional register, TendorAI, and any other directories. Even punctuation differences matter.
Reason 3 — No professional registration in machine-readable format
For regulated professions — solicitors, accountants, mortgage advisers — AI models use professional registration numbers to verify legitimacy. If your SRA number, ICAEW membership, or FCA registration appears only as text in your footer, AI crawlers may not extract it reliably. It needs to be in JSON-LD schema as a structured identifier with a sameAs link to your register entry.
The fix
Add your registration number as an identifier in your schema markup. Link it to your entry on the relevant register using sameAs. TendorAI pulls this data directly from SRA, ICAEW and FCA registers and structures it automatically.
Reason 4 — Generic content
AI models match specific queries to specific answers. When someone asks “recommend an accountant in Bristol who specialises in R&D tax credits”, the AI looks for content that explicitly mentions R&D tax credits, Bristol, and accountancy. A generic services page listing “tax advisory” will not match. The more specific your content, the more specific queries you can be recommended for.
The fix
Publish at least five Q&A format content pages targeting the exact questions your clients ask. Each page should open with a direct answer to the question in the first paragraph. Title each page with the question itself — this is the format AI tools prefer to cite.
Reason 5 — Not listed on authoritative directories
AI models do not trust a single source. They cross-reference against multiple authoritative directories before recommending a business. If you are only listed on your own website, AI has no independent verification of your existence. The more authoritative directories you appear on with consistent data, the higher your recommendation confidence score.
The fix
Claim your Google Business Profile and ensure it is complete and verified. Get listed on your profession's official directory (SRA Find a Solicitor, ICAEW Find a Chartered Accountant, etc.). Claim your free TendorAI profile — it creates a verified, AI-indexed listing built from regulatory register data.
Comparison — business with all five issues vs business with all five fixed
| Factor | All five issues present | All five issues fixed |
|---|---|---|
| Schema markup | None | Correct profession-specific JSON-LD |
| Directory consistency | Mismatched across sources | Identical NAP everywhere |
| Regulatory data | Text in footer only | Machine-readable with sameAs links |
| Content specificity | Generic service pages | Q&A pages targeting client questions |
| Authoritative listings | Website only | GBP + professional register + TendorAI |
| AI recommendation rate | Near zero | Measurably higher within 60 days |
Frequently Asked Questions
How long after fixing these issues will I appear in ChatGPT?
Does this apply to Perplexity and Google AI Overviews too?
Is there a free way to check if my business appears in AI recommendations?
Do I need a developer to fix these issues?
Sources
- Schema.org — schema.org
- Google Business Profile Help — support.google.com/business
- SRA Regulated Firms Register — sra.org.uk
- TendorAI Schema Checker — tendorai.com/tools/schema-checker
Related
Check your AI visibility free
Use TendorAI's schema checker to see what AI can read from your website — and what is missing. Free, no signup required.
Check your schemaPublished 6 April 2026 by Scott Davies
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