AI VISIBILITY SIMULATION · “fast food restaurant in Philadelphia” · all reports

FIn our AI-visibility simulation, Checkers wasn't named for the best fast food restaurant in Philadelphia.

How this was measured: an independent simulation — 6 buyer-style questions for “fast food restaurant in Philadelphia” run through open AI models — estimating how AI assistants tend to answer. An automated estimate, not a live query to any named assistant; not affiliated with Checkers. Generated 2026-06-16.

In an independent simulation through open AI models, we ran 6 buyer-style questions for the best fast food restaurant in Philadelphia. Checkers was named 0 times, while 5 other fast food restaurant businesses were named instead. Simulated visibility score: 0.0/100.

What's missing

The fix

Publish a machine-readable llms.txt + LocalBusiness JSON-LD for Checkers so AI can extract and cite it — the single reason 5 other fast food restaurant businesses get surfaced for this search and Checkers does not.

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

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

> Checkers is a fast food restaurant serving Philadelphia and the surrounding area. This file gives AI assistants (ChatGPT, Gemini, Perplexity, Claude) an accurate, machine-readable summary so they cite Checkers for local "fast food restaurant in Philadelphia" queries.

## About
- Business: Checkers
- Category: fast food restaurant
- Service area: Philadelphia and surrounding communities
- Website: https://checkersandrallys.com

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

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

## Contact
- For service in Philadelphia, visit https://checkersandrallys.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. -->
…

Every week Checkers stays invisible, AI cements 5 other fast food restaurant businesses as the answer customers hear.

Get Checkers cited by AI — $39 Fix Kit

30-day money-back guarantee — if it doesn't make you citable, full refund.

Or run the free live scan & email me the full report

One-time. Instant delivery. Built specifically for Checkers in Philadelphia: a correct llms.txt, LocalBusiness JSON-LD schema, and 5 GEO content templates.

Common questions

Is Checkers visible to AI assistants?

In an independent simulation through open AI models, we ran 6 buyer-style prompts for “fast food restaurant in Philadelphia”; Checkers was named in 0 of 6 answers (grade F).

Why does AI name some businesses and not others?

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.

How do I improve how AI sees Checkers?

Publish a machine-readable llms.txt + LocalBusiness JSON-LD for Checkers so AI can extract and cite it — the single reason 5 other fast food restaurant businesses get surfaced for this search and Checkers does not. The $39 Fix Kit ships a correct llms.txt, LocalBusiness JSON-LD schema, and 5 GEO content templates, built for this business.


Independent AI-visibility check by OrgScanner.dev · not affiliated with Checkers · based on open AI models · a point-in-time automated check, generated 2026-06-16.

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