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 “gym in Kansas City”, and recorded which businesses each model named. A point-in-time check, not affiliated with Kansas City Barbell. Generated 2026-06-17.

• Kansas City Barbell appeared in only 8/12 AI answers — inconsistent, so a buyer who asks once often won’t see it.
• AI surfaced 5 other gym businesses by name instead — Kansas City Barbell was left out.
• No llms.txt found — AI has no machine-readable profile of Kansas City Barbell 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 gym in Kansas City”) that AI pulls from — the Fix Kit ships 5 ready templates.

Kansas City Barbell shows up inconsistently — a correct llms.txt + JSON-LD locks in citation so AI surfaces Kansas City Barbell every time it answers "gym in Kansas City".

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

PREVIEW · $39 UNLOCKS THE FULL EDITABLE KIT<!-- PREVIEW — unlock the full editable file for $39 · Kansas City Barbell -->
# Kansas City Barbell

> Kansas City Barbell is a gym serving Kansas City and the surrounding area. This file gives AI assistants (ChatGPT, Gemini, Perplexity, Claude) an accurate, machine-readable summary so they cite Kansas City Barbell for local "gym in Kansas City" queries.

## About
- Business: Kansas City Barbell
- Category: gym
- Service area: Kansas City and surrounding communities
- Website: https://kcbarbell.com

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

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

## Contact
- For service in Kansas City, visit https://kcbarbell.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 “gym in Kansas City”; Kansas City Barbell was named in 8 of 12 answers (grade C).

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.

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