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 “hair salon in Boston”, and recorded which businesses each model named. A point-in-time check, not affiliated with Carlos Hair Salon. Generated 2026-06-17.

• Carlos Hair Salon appeared in only 2/12 AI answers — inconsistent, so a buyer who asks once often won’t see it.
• AI surfaced 5 other hair salon businesses by name instead — Carlos Hair Salon was left out.
• No llms.txt found — AI has no machine-readable profile of Carlos Hair Salon 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 hair salon in Boston”) that AI pulls from — the Fix Kit ships 5 ready templates.

Carlos Hair Salon shows up inconsistently — a correct llms.txt + JSON-LD locks in citation so AI surfaces Carlos Hair Salon every time it answers "hair salon in Boston".

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

PREVIEW · $39 UNLOCKS THE FULL EDITABLE KIT<!-- PREVIEW — unlock the full editable file for $39 · Carlos Hair Salon -->
# Carlos Hair Salon

> Carlos Hair Salon is a hair salon serving Boston and the surrounding area. This file gives AI assistants (ChatGPT, Gemini, Perplexity, Claude) an accurate, machine-readable summary so they cite Carlos Hair Salon for local "hair salon in Boston" queries.

## About
- Business: Carlos Hair Salon
- Category: hair salon
- Service area: Boston and surrounding communities

## Services
- AC repair
- Furnace repair
- HVAC installation
- Maintenance plans

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

## Contact
- For service in Boston, 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 “hair salon in Boston”; Carlos Hair Salon 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.

Carlos Hair Salon shows up inconsistently — a correct llms.txt + JSON-LD locks in citation so AI surfaces Carlos Hair Salon every time it answers "hair salon in Boston". The $39 Fix Kit ships a correct llms.txt, LocalBusiness JSON-LD schema, and 5 GEO content templates, built for this business.