AI visibility score
5.2/ 10Fair

#32,109 of 1,966,308 in Media & Entertainment

As of 2026-07-31 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

MASH SF

MASH SF

Unclaimed

mashsf.com · Media & Entertainment

Somewhat visible. AI bots can read MASH SF, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 11 times

Meta AI · Claude · Apple Intelligence · ShapBot

#32,109 of 1,966,308 in Media & Entertainment for AI visibility

36

AI Naming Predictability

i

Named occasionally · 36/100

More likely to be named than 99% of Media & Entertainment companies

5

AEO Visibility

i

Borderline · 5.2/10

50

Muse Index Score

i

AI agent readiness

Transactable · 50/100

0

AI Adoption

i

None detected · 0/100

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About MASH SF

from our crawl and measurement

MASH SF describes itself simply: "MASH SF shares 20 years of celebrating track bikes in the streets. Bikes, Art, MASH." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.

Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Media & Entertainment
Last scored · Jul 31, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Fair

Clear headings and answer-style content.

Entity Clarity

Good

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

Weak

Not in AI knowledge graphs yet.

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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.2/10, MASH SF has a working base to build on - fixable, and the signals above are where to start.

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Picked for MASH SF: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.

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MASH SF lists 853 products, 195 in stock, priced 1.50 to 2,800.00.

Show 500 of 853 products

The full list of every product we captured is in the product feed (JSON).

Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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