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 “florist in Tampa”, and recorded which businesses each model named. A point-in-time check, not affiliated with Downtown Tampa Florist. Generated 2026-06-17.

• Downtown Tampa Florist appeared in only 4/12 AI answers — inconsistent, so a buyer who asks once often won’t see it.
• AI surfaced 5 other florist businesses by name instead — Downtown Tampa Florist was left out.
• No llms.txt found — AI has no machine-readable profile of Downtown Tampa Florist 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 florist in Tampa”) that AI pulls from — the Fix Kit ships 5 ready templates.

Downtown Tampa Florist shows up inconsistently — a correct llms.txt + JSON-LD locks in citation so AI surfaces Downtown Tampa Florist every time it answers "florist in Tampa".

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

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

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

## About
- Business: Downtown Tampa Florist
- Category: florist
- Service area: Tampa and surrounding communities
- Website: https://www.downtowntampaflorist.net

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

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

## Contact
- For service in Tampa, visit https://www.downtowntampaflorist.net 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 “florist in Tampa”; Downtown Tampa Florist was named in 4 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.

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