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 Albuquerque”, and recorded which businesses each model named. A point-in-time check, not affiliated with Farm Bureau Financial Services. Generated 2026-06-17.

• Farm Bureau Financial Services 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 — Farm Bureau Financial Services was left out.
• No llms.txt found — AI has no machine-readable profile of Farm Bureau Financial Services 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 Albuquerque”) that AI pulls from — the Fix Kit ships 5 ready templates.

Farm Bureau Financial Services shows up inconsistently — a correct llms.txt + JSON-LD locks in citation so AI surfaces Farm Bureau Financial Services every time it answers "insurance in Albuquerque".

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

PREVIEW · $39 UNLOCKS THE FULL EDITABLE KIT<!-- PREVIEW — unlock the full editable file for $39 · Farm Bureau Financial Services -->
# Farm Bureau Financial Services

> Farm Bureau Financial Services is a insurance serving Albuquerque and the surrounding area. This file gives AI assistants (ChatGPT, Gemini, Perplexity, Claude) an accurate, machine-readable summary so they cite Farm Bureau Financial Services for local "insurance in Albuquerque" queries.

## About
- Business: Farm Bureau Financial Services
- Category: insurance
- Service area: Albuquerque and surrounding communities
- Website: https://www.fbfs.com

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

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

## Contact
- For service in Albuquerque, visit https://www.fbfs.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 Albuquerque”; Farm Bureau Financial Services 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.

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