AI visibility score
4.6/ 10Fair

▼ 0.1 since Oct 2026

#51,199 of 937,484 in Education

As of 2026-10-24 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

St. Peter's Fly Shop

St. Peter's Fly Shop

Unclaimed

stpetes.com · Education

Borderline visible. AI bots can crawl St. Peter's Fly Shop, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.

AI engines read this profile 13 times

Meta AI · ShapBot · Claude · Perplexity

#51,199 of 937,484 in Education for AI visibility

4

AI Naming Predictability

i

Rarely named · 4/100

More likely to be named than 93% of Education companies

5

AEO Visibility

i

Borderline · 4.6/10

20

Muse Index Score

i

AI agent readiness

Transactable · 20/100

0

AI Adoption

i

None detected · 0/100

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About St. Peter's Fly Shop

from our crawl and measurement

"For over three decades, we at St. Peter's Fly Shop in Fort Collins, Colorado, have proudly served as a cornerstone of the fly fishing community." That is how St. Peter's Fly Shop introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.

Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.

AI crawlers have visited 13 times in our tracking, including Meta AI, ClaudeBot (Anthropic) and PerplexityBot.

Industry · Education
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

Strong

Clear headings and answer-style content.

Entity Clarity

Fair

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Good

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

Weak

Little domain authority yet.

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

Weak

No social discussion found yet.

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 4.6/10, St. Peter's Fly Shop is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for St. Peter's Fly Shop: 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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St. Peter's Fly Shop lists 248 products, 201 in stock, priced 1.00 to 2,495.00.

Show all 248 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/stpetes

Cite this score: Engagemii (2026). "AEO Score for St. Peter's Fly Shop." Retrieved from https://engagemii.com/aeo/brands/stpetes

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

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