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 “fast food restaurant in Austin”, and recorded which businesses each model named. A point-in-time check, not affiliated with P. Terry's. Generated 2026-06-17.

• P. Terry's appeared in only 10/12 AI answers — inconsistent, so a buyer who asks once often won’t see it.
• AI surfaced 5 other fast food restaurant businesses by name instead — P. Terry's was left out.
• No llms.txt found — AI has no machine-readable profile of P. Terry's 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 fast food restaurant in Austin”) that AI pulls from — the Fix Kit ships 5 ready templates.

P. Terry's shows up inconsistently — a correct llms.txt + JSON-LD locks in citation so AI surfaces P. Terry's every time it answers "fast food restaurant in Austin".

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

PREVIEW · $39 UNLOCKS THE FULL EDITABLE KIT<!-- PREVIEW — unlock the full editable file for $39 · P. Terry's -->
# P. Terry's

> P. Terry's is a fast food restaurant serving Austin and the surrounding area. This file gives AI assistants (ChatGPT, Gemini, Perplexity, Claude) an accurate, machine-readable summary so they cite P. Terry's for local "fast food restaurant in Austin" queries.

## About
- Business: P. Terry's
- Category: fast food restaurant
- Service area: Austin and surrounding communities
- Website: https://pterrys.com

## Services
- Consult…

🔓 See the rest of this llms.txt the Fix Kit installs — free. Share OrgScanner and it unlocks instantly:

ations
- Core service
- Maintenance
- Emergency service

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

## Contact
- For service in Austin, visit https://pterrys.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. -->
…

We asked Anthropic Claude 3.5 Haiku, Google Gemini 3.5 Flash, OpenAI GPT-4o mini 12 buyer-style prompts for “fast food restaurant in Austin”; P. Terry's was named in 10 of 12 answers (grade B).

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.

P. Terry's shows up inconsistently — a correct llms.txt + JSON-LD locks in citation so AI surfaces P. Terry's every time it answers "fast food restaurant in Austin". The $39 Fix Kit ships a correct llms.txt, LocalBusiness JSON-LD schema, and 5 GEO content templates, built for this business.