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 “bakery in Miami”, and recorded which businesses each model named. A point-in-time check, not affiliated with Zak the Baker. Generated 2026-06-16.

• Zak the Baker appeared in only 11/12 AI answers — inconsistent, so a buyer who asks once often won’t see it.
• AI surfaced 5 other bakery businesses by name instead — Zak the Baker was left out.
• No llms.txt found — AI has no machine-readable profile of Zak the Baker 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 bakery in Miami”) that AI pulls from — the Fix Kit ships 5 ready templates.

Zak the Baker shows up inconsistently — a correct llms.txt + JSON-LD locks in citation so AI surfaces Zak the Baker every time it answers "bakery in Miami".

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

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

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

## About
- Business: Zak the Baker
- Category: bakery
- Service area: Miami and surrounding communities
- Website: https://zakthebaker.com

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

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

## Contact
- For service in Miami, visit https://zakthebaker.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 “bakery in Miami”; Zak the Baker was named in 11 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.

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