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AI Visibility Scorecard

Rosenfeld Media

Rosenfeld Media

Unclaimed

rosenfeldmedia.com · publishing

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

AI engines read this profile 1 times

Claude

#19,361 of 1,861,931 in Media & Entertainment for AI visibility

6.8

/10

AEO Score

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About Rosenfeld Media

from our crawl and measurement

Rosenfeld Media describes itself simply: "We connect people interested in designing better user experiences with the best expertise available." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.8 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: crawler access and the files AI engines look for. It is passable on some structured data, a partly stated business identity and partial sitemap and link coverage. What holds it back is 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, the domain reads as established and it comes up on Reddit. There is some, but not much, sign that there is little discussion of it. Beyond that, AI engines do not yet recognise it as a distinct business and there is no press coverage to draw on.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2005.

Industry · publishing
Last scored · Aug 1, 2026
Employees · 1-10
Founded · 2005

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

4

Clear headings and answer-style content.

Entity Clarity

6

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

3

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

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

AI Discoverability

6

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

10

Inbound links from other sites.

Domain Trust

5

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

4

Forum and community discussion.

Reddit

6

Reddit mentions and discussion.

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 6.8/10, Rosenfeld Media has a working base to build on - fixable, and the signals above are where to start.

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Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Rosenfeld Media: AEO & AI Search

The AEO Checklist Every Small Business Owner Needs Right Now

Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.

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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/rosenfeldmedia

Cite this score: Engagemii (2026). "AEO Score for Rosenfeld Media." Retrieved from https://engagemii.com/aeo/brands/rosenfeldmedia

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

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