AI visibility score
3.3/ 10Weak

#8,343 of 208,482 in Beauty & Personal Care

As of 2026-08-01 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Summers Laboratories -

Summers Laboratories -

Unclaimed

sumlab.com · Beauty & Personal Care

Borderline visible. AI bots can crawl Summers Laboratories -, 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 10 times

Claude · Meta AI · Apple Intelligence · ShapBot

#8,343 of 208,482 in Beauty & Personal Care for AI visibility

5

AI Naming Predictability

i

Rarely named · 5/100

More likely to be named than 97% of Beauty & Personal Care companies

3

AEO Visibility

i

Near-invisible · 3.3/10

50

Muse Index Score

i

AI agent readiness

Transactable · 50/100

0

AI Adoption

i

None detected · 0/100

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About Summers Laboratories -

from our crawl and measurement

Summers Laboratories -, based in Collegeville, PA, describes itself simply: "Dermatologist Recommended Real Relief Click below for the full list of products!." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.3 out of 10.

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

AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.

Industry · Beauty & Personal Care
Last scored · Aug 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

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

Fair

Established authority for your domain.

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 3.3/10, Summers Laboratories - 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 Summers Laboratories -: 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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Summers Laboratories - lists 21 products, 21 in stock, priced 14.99 to 38.99.

Show all 21 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/sumlab

Cite this score: Engagemii (2026). "AEO Score for Summers Laboratories -." Retrieved from https://engagemii.com/aeo/brands/sumlab

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

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