AI visibility score
4.2/ 10Fair

#27,720 of 1,392,960 in Food & Beverage

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

AI Visibility Scorecard

Pocket Full of Stitches

Pocket Full of Stitches

Unclaimed

pfos.com · Food & Beverage

Borderline visible. AI bots can crawl Pocket Full of Stitches, 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 5 times

Claude · Meta AI · Perplexity

#27,720 of 1,392,960 in Food & Beverage for AI visibility

2

AI Naming Predictability

i

Rarely named · 2/100

More likely to be named than 95% of Food & Beverage companies

4

AEO Visibility

i

Borderline · 4.2/10

50

Muse Index Score

i

AI agent readiness

Transactable · 50/100

0

AI Adoption

i

None detected · 0/100

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About Pocket Full of Stitches

from our crawl and measurement

Pocket Full of Stitches, based in Lubbock, TX, describes itself simply: "PFOS specializes in hand-painted needlepoint canvases, threads, and embellishments for your next needlepoint project." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.

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

AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic), Meta AI and PerplexityBot.

Industry · Food & Beverage
Last scored · Oct 24, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Good

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

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

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 4.2/10, Pocket Full of Stitches 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 Pocket Full of Stitches: 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 Pocket Full of Stitches.

Pocket Full of Stitches lists 1,000+ products, 915 in stock, priced 2.75 to 828.95.

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 October 24, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Pocket Full of Stitches." Retrieved from https://engagemii.com/aeo/brands/pfos

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

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