AI visibility score
7.6/ 10Good

#9 of 245,938 in Fashion & Apparel

As of 2026-08-01 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Surly Bikes

Surly Bikes

Unclaimed

surlybikes.com · Fashion & Apparel

Well-positioned for AI search. The breakdown below shows where Surly Bikes is still leaving points on the table.

AI engines read this profile 24 times

Meta AI · Claude · Amazon Alexa · Apple Intelligence

#9 of 245,938 in Fashion & Apparel for AI visibility

8

AEO Visibility

i

Visible · 7.6/10

50

Muse Index Score

i

AI agent readiness

Transactable · 50/100

0

AI Adoption

i

None detected · 0/100

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About Surly Bikes

from our crawl and measurement

Surly Bikes operates out of Bloomington, MN in the Fashion & Apparel space. Measured against the twelve signals AI engines rely on, it scores 7.6 out of 10, a strong showing.

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

AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).

Industry · Fashion & Apparel
Last scored · Aug 1, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

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

Strong

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

Fair

Press and news coverage.

Community

Weak

No community discussion yet.

Social Mentions

Good

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 7.6/10, Surly Bikes has a working base to build on - fixable, and the signals above are where to start.

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Picked for Surly Bikes: AEO & AI Search

The AEO Checklist Every Small Business Owner Needs Right Now

Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.

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Surly Bikes lists 305 products, 157 in stock, priced 0.00 to 4,674.00.

Show all 305 products

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

Source & Attribution

Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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