AI visibility score
5.5/ 10Fair

#10,920 of 1,966,318 in Media & Entertainment

As of 2026-10-24 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Lunchmeat

Lunchmeat

Unclaimed

lunchmeatvhs.com · Media & Entertainment

Somewhat visible. AI bots can read Lunchmeat, but it is missing signals that would get it named ahead of competitors.

AI engines read this profile 11 times

Claude · Meta AI · Perplexity

#10,920 of 1,966,318 in Media & Entertainment for AI visibility

87

AI Naming Predictability

i

AI names companies like this often · 87/100

Media & Entertainment average 17

Top 1% of Media & Entertainment

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6

AEO Visibility

i

Borderline · 5.5/10

Media & Entertainment average 4.2

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-

Network Authority

i

Not connected yet

Media & Entertainment average 0.0

0 relationships · Media & Entertainment average 3

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20

Muse Index Score

i

AI agent readiness

Transactable · 20/100

Media & Entertainment average 15

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0

AI Adoption

i

None detected · 0/100

Media & Entertainment average 0

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About Lunchmeat

from our crawl and measurement

Lunchmeat describes itself simply: "The number one destination for the preservation and celebration of VHS and video store culture." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places and missing in others.

Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.

AI crawlers have visited 10 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.

Company ·
Lunchmeat
Industry ·
Media & Entertainment
Site status ·
Live (The website showed an active business site when last checked (Oct 31, 2026).)
Last scored ·
Oct 24, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Weak

Clear headings and answer-style content.

Entity Clarity

Strong

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Strong

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Good

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Strong

Inbound links from other sites.

Domain Authority

Fair

Established authority for your domain.

Reference Presence

Strong

Recognized in AI knowledge graphs.

News & Press

Weak

No press coverage found yet.

Community

Weak

No community discussion yet.

Social Mentions

Fair

Social discussion and mentions.

What this score means

Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 5.5/10, Lunchmeat has a working base to build on - fixable, and the signals above are where to start.

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Which AI engines already crawl you

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Picked for Lunchmeat: How-To

How to Get Your Company Named by ChatGPT, Gemini, and Claude

When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.

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Lunchmeat lists 333 products, 73 in stock, priced 1.00 to 58.99.

Show all 333 products

Machine-readable copy: the product feed (JSON).

Source & Attribution

Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/lunchmeatvhs

Cite this score: Engagemii (2026). "AEO Score for Lunchmeat." Retrieved from https://engagemii.com/aeo/brands/lunchmeatvhs

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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