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 “roofer in Cincinnati”, and recorded which businesses each model named. A point-in-time check, not affiliated with Total Home Care Roofing. Generated 2026-06-17.

• Total Home Care Roofing appeared in only 1/12 AI answers — inconsistent, so a buyer who asks once often won’t see it.
• AI surfaced 5 other roofer businesses by name instead — Total Home Care Roofing was left out.
• No llms.txt found — AI has no machine-readable profile of Total Home Care Roofing 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 roofer in Cincinnati”) that AI pulls from — the Fix Kit ships 5 ready templates.

Total Home Care Roofing shows up inconsistently — a correct llms.txt + JSON-LD locks in citation so AI surfaces Total Home Care Roofing every time it answers "roofer in Cincinnati".

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

PREVIEW · $39 UNLOCKS THE FULL EDITABLE KIT<!-- PREVIEW — unlock the full editable file for $39 · Total Home Care Roofing -->
# Total Home Care Roofing

> Total Home Care Roofing is a roofer serving Cincinnati and the surrounding area. This file gives AI assistants (ChatGPT, Gemini, Perplexity, Claude) an accurate, machine-readable summary so they cite Total Home Care Roofing for local "roofer in Cincinnati" queries.

## About
- Business: Total Home Care Roofing
- Category: roofer
- Service area: Cincinnati and surrounding communities

## Services
- Roof repair
- Roof replacement
- Leak repair
- Inspections

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

## Contact
- For service in Cincinnati, 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 “roofer in Cincinnati”; Total Home Care Roofing was named in 1 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.

Total Home Care Roofing shows up inconsistently — a correct llms.txt + JSON-LD locks in citation so AI surfaces Total Home Care Roofing every time it answers "roofer in Cincinnati". The $39 Fix Kit ships a correct llms.txt, LocalBusiness JSON-LD schema, and 5 GEO content templates, built for this business.