AI visibility score
4.2/ 10Fair

#74,383 of 738,826 in E-commerce

As of 2026-10-23 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Viking Lab Supply

Viking Lab Supply

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vikinglabsupply.com · E-commerce

Borderline visible. AI bots can crawl Viking Lab Supply, 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 6 times

Claude · Meta AI · ShapBot · Perplexity

#74,383 of 738,826 in E-commerce for AI visibility

<1

AI Naming Predictability

i

Rarely named · <1/100

Top 18% of E-commerce

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 Viking Lab Supply

from our crawl and measurement

"Viking Lab Supply offers premium lab equipment for botanical extraction; glassware, mycology, terpenes and distillation systems, custom packaging. Shop now." That is how Viking Lab Supply of Ypsilanti, MI introduces itself. 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 4 times in our tracking, including ClaudeBot (Anthropic), Meta AI and ShapBot (Parallel).

Industry · E-commerce
Last scored · Oct 23, 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

Weak

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

Good

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, Viking Lab Supply is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

Are you 21 or older?

Please confirm you are 21 or older to browse our terpenes, vape items, and mycology liquid cultures.

Is this your brand?

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The exact fixes for Viking Lab Supply

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Which AI engines already crawl you

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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 Viking Lab Supply: 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 Viking Lab Supply.

Viking Lab Supply lists 533 products, 477 in stock, priced 0.10 to 6,500.00.

Show 500 of 533 products

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

Source & Attribution

Scored by Engagemii on October 23, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Viking Lab Supply." Retrieved from https://engagemii.com/aeo/brands/vikinglabsupply

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

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