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AI Visibility Scorecard

Mustard Vintage

Mustard Vintage

Unclaimed

mustardvintage.com · Home & Living

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

AI engines read this profile 2 times

Claude

#8,976 of 756,239 in Home & Living for AI visibility

6.4

/10

AEO Score

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About Mustard Vintage

from our crawl and measurement

Mustard Vintage describes itself simply: "Experts in sourcing vintage furniture & homewares that create unique and individual interiors, browse our shop to see the latest vintage furniture and homewares." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.4 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a partly stated business identity and a few credibility markers. What holds it back is structured data describing the business.

Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.

Industry · Home & Living
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

2

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

Clear headings and answer-style content.

Entity Clarity

5

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

5

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

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

AI Discoverability

8

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

9

Inbound links from other sites.

Domain Trust

4

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 6.4/10, Mustard Vintage has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Mustard Vintage

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Mustard Vintage: Home & Living

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Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Mustard Vintage." Retrieved from https://engagemii.com/aeo/brands/mustardvintage

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

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