AI visibility score
5.7/ 10Fair

▲ 0.6 since Sep 2026

#27,142 of 245,938 in Fashion & Apparel

As of 2026-10-01 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Forward Fits

Forward Fits

Unclaimed

forwardfits.com · Fashion & Apparel

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

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AI engines read this profile 4 times

Apple Intelligence · Claude · Perplexity

#27,142 of 245,938 in Fashion & Apparel for AI visibility

6

AEO Visibility

i

Borderline · 5.7/10

50

Muse Index Score

i

AI agent readiness

Transactable · 50/100

0

AI Adoption

i

None detected · 0/100

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About Forward Fits

from our crawl and measurement

"Forward Fits creates progressive shirts that speak your values loud and clear. Shop designs that stand for unity, justice, and a better future, because staying quiet was never the plan." That is how Forward Fits of Clatskanie, OR introduces itself. Its AI visibility score is 5.7 out of 10: the engines can find it, but they do not have much to hold on to.

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 · Fashion & Apparel
Last scored · Oct 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

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

Weak

No inbound links found yet.

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 5.7/10, Forward Fits has a working base to build on - 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 Forward Fits: 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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Forward Fits lists 101 products, 101 in stock, priced 19.99 to 49.99.

Show all 101 products

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

Source & Attribution

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

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

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

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

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