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AI Visibility Scorecard
marksandfrantz
marksandfrantz.com · design
Borderline visible. AI bots can crawl marksandfrantz, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#310,893 of 791,161 in Home & Living for AI visibility
4.8
/10
AEO Score
About marksandfrantz
from our crawl and measurement
"Lisa Frantz Interiors is an NYC-based interior design firm for residential & commercial renovations, architectural interiors & space planning. Featured in Vogue & AD." That is how marksandfrantz introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.
On the page it is passable on a partly stated business identity and partial sitemap and link coverage. What holds it back is structured data describing the business, the technical files AI engines look for, such as llms.txt or an open robots.txt, a heading structure that lays out what it offers and credibility markers like credentials or reviews.
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.
There is not much on the page to read either, about 26 words. The business dates to 2009.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
1
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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
2
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.
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 4.8/10, marksandfrantz is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for marksandfrantz
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/marksandfrantz
Cite this score: Engagemii (2026). "AEO Score for marksandfrantz." Retrieved from https://engagemii.com/aeo/brands/marksandfrantz
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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