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AI Visibility Scorecard

DMV Collective

DMV Collective

Unclaimed

dmvcollective.com · Beauty & Personal Care

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

AI engines read this profile 7 times

Claude · Apple Intelligence · Meta AI · ChatGPT

#32,939 of 198,330 in Beauty & Personal Care for AI visibility

5

AEO Visibility

i

Borderline · 5.3/10

45

Muse Index Score

i

AI agent readiness

Agent-ready · 45/100

0

AI Adoption

i

None detected · 0/100

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About DMV Collective

from our crawl and measurement

DMV Collective describes itself simply: "Premium makeup brush & sponge care for Professionals & Enthusiasts: Redefine your Beauty with Confidence." Its AI visibility score is 5.3 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 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).

Industry · Beauty & Personal Care
Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

Clear headings and answer-style content.

Entity Clarity

7

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

2

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

7

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

6

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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 5.3/10, DMV Collective has a working base to build on - fixable, and the signals above are where to start.

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Picked for DMV Collective: 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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Source & Attribution

Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for DMV Collective." Retrieved from https://engagemii.com/aeo/brands/dmvcollective

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

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