AI visibility score
4.2/ 10Fair

#74,382 of 738,818 in E-commerce

As of 2026-08-01 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Please Log InFacebook iconInstagram iconTikTok icon

Please Log InFacebook iconInstagram iconTikTok icon

Unclaimed
⚠ Identity mismatch

foundandlostart.com · E-commerce

Borderline visible. AI bots can crawl Please Log InFacebook iconInstagram iconTikTok icon, 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 6 times

Claude · Apple Intelligence

#74,382 of 738,818 in E-commerce for AI visibility

2

AI Naming Predictability

i

Rarely named · 2/100

Top 14% of E-commerce

4

AEO Visibility

i

Borderline · 4.2/10

20

Muse Index Score

i

AI agent readiness

Transactable · 20/100

0

AI Adoption

i

None detected · 0/100

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About Please Log InFacebook iconInstagram iconTikTok icon

from our crawl and measurement

"Found and Lost Art is a small illustration studio located in Kingston Ontario that sells original art, greeting cards, vinyl stickers and a variety of modern and graphic art prints." That is how Please Log InFacebook iconInstagram iconTikTok icon introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.

Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.

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

Industry · E-commerce
Last scored · Aug 1, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Fair

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

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, Please Log InFacebook iconInstagram iconTikTok icon is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Please Log InFacebook iconInstagram iconTikTok icon: 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.

Continue reading in your free Engagemii portal

Free signup unlocks the full article plus your personalized AEO fix list for Please Log InFacebook iconInstagram iconTikTok icon.

Please Log InFacebook iconInstagram iconTikTok icon lists 138 products, 131 in stock, priced 3.00 to 35.00.

Show all 138 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/foundandlostart

Cite this score: Engagemii (2026). "AEO Score for Please Log InFacebook iconInstagram iconTikTok icon." Retrieved from https://engagemii.com/aeo/brands/foundandlostart

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

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