AI visibility score
4.6/ 10Fair

#29,860 of 738,566 in E-commerce

As of 2026-08-02 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Freestone Fly Shop

Freestone Fly Shop

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freestoneflyshop.com · E-commerce

Borderline visible. AI bots can crawl Freestone 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.

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AI engines read this profile 7 times

Claude · Meta AI · Apple Intelligence · ShapBot

#29,860 of 738,566 in E-commerce for AI visibility

4

AI Naming Predictability

i

Rarely named · 4/100

More likely to be named than 92% of E-commerce companies

5

AEO Visibility

i

Borderline · 4.6/10

50

Muse Index Score

i

AI agent readiness

Transactable · 50/100

0

AI Adoption

i

None detected · 0/100

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About Freestone Fly Shop

from our crawl and measurement

Freestone Fly Shop describes itself simply: "Montana fly fishing guided trip headquarters. From guided flyfishing trips, scenic float trips, high performance gear and more." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.

On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data and a few credibility markers.

Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established and press coverage is thin. Beyond that, AI engines do not yet recognise it as a distinct business, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

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

Industry · E-commerce
Last scored · Aug 2, 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

Strong

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Fair

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

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, Freestone Fly Shop is crawlable but under-signaled - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→
Picked for Freestone 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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Free signup unlocks the full article plus your personalized AEO fix list for Freestone Fly Shop.

Freestone Fly Shop lists 1,000+ products, 998 in stock, priced 0.00 to 6,995.00.

Show 500 of 1,000+ products

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

Source & Attribution

Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Freestone Fly Shop." Retrieved from https://engagemii.com/aeo/brands/freestoneflyshop

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

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