How this was measured: OrgScanner asked Anthropic Claude 3.5 Haiku, Google Gemini 3.5 Flash, OpenAI GPT-4o mini the 12 buyer-style questions a real customer would ask for “insurance in Fort Worth”, and recorded which businesses each model named. A point-in-time check, not affiliated with Tom Ha Insurance Agency. Generated 2026-06-17.

• Tom Ha Insurance Agency appeared in only 2/12 AI answers — inconsistent, so a buyer who asks once often won’t see it.
• AI surfaced 5 other insurance businesses by name instead — Tom Ha Insurance Agency was left out.
• No llms.txt found — AI has no machine-readable profile of Tom Ha Insurance Agency to quote.
• Likely missing LocalBusiness JSON-LD schema — without it AI can’t reliably extract your services, hours, and service area.
• No GEO content answering the exact buyer questions (“best insurance in Fort Worth”) that AI pulls from — the Fix Kit ships 5 ready templates.

Tom Ha Insurance Agency shows up inconsistently — a correct llms.txt + JSON-LD locks in citation so AI surfaces Tom Ha Insurance Agency every time it answers "insurance in Fort Worth".

Here's the real llms.txt the Fix Kit installs — the machine-readable profile that makes AI more likely to cite Tom Ha Insurance Agency (watermarked preview):

PREVIEW · $39 UNLOCKS THE FULL EDITABLE KIT<!-- PREVIEW — unlock the full editable file for $39 · Tom Ha Insurance Agency -->
# Tom Ha Insurance Agency

> Tom Ha Insurance Agency is a insurance serving Fort Worth and the surrounding area. This file gives AI assistants (ChatGPT, Gemini, Perplexity, Claude) an accurate, machine-readable summary so they cite Tom Ha Insurance Agency for local "insurance in Fort Worth" queries.

## About
- Business: Tom Ha Insurance Agency
- Category: insurance
- Service area: Fort Worth and surrounding communities
- Website: https://agents.allstate.com

## Services
- Consultations
- Core service
- Maintenance
- Emergency service

## Why choose us
- Local insurance based in Fort Worth — fast response, real people, no call centers.
- Transparent pricing and licensed, insured work.
- Trusted by neighbors throughout the area.

## Contact
- For service in Fort Worth, visit https://agents.allstate.com or contact us through our website.

<!-- PREVIEW — unlock the full editable file for $39 · This is a preview. The paid kit is editable + un-watermarked. -->
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We asked Anthropic Claude 3.5 Haiku, Google Gemini 3.5 Flash, OpenAI GPT-4o mini 12 buyer-style prompts for “insurance in Fort Worth”; Tom Ha Insurance Agency was named in 2 of 12 answers (grade F).

AI assistants favor sources they can machine-read: an llms.txt profile, LocalBusiness JSON-LD schema, and content that directly answers the buyer's question. Businesses missing those tend to be left out no matter how good they are in real life.

Tom Ha Insurance Agency shows up inconsistently — a correct llms.txt + JSON-LD locks in citation so AI surfaces Tom Ha Insurance Agency every time it answers "insurance in Fort Worth". The $39 Fix Kit ships a correct llms.txt, LocalBusiness JSON-LD schema, and 5 GEO content templates, built for this business.