AI Visibility Scorecard
Muckrack
muckrack.com · Professional Services
Well-positioned for AI search. The breakdown below shows where Muckrack is still leaving points on the table.
AI engines read this profile 17 times
Claude · Amazon Alexa · ChatGPT · Meta AI
#1 of 528,891 in Professional Services for AI visibility
100
AI Naming Predictability
iAI names companies like this often · 100/100
Professional Services average 8
Top 1% of Professional Services
See what's behind this score →8
-
Network Authority
iNot connected yet
Professional Services average 0.0
0 relationships · Professional Services average 1
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Professional Services average 18
See what's behind this score →?
About Muckrack
from our crawl and measurement
Muckrack is one of the businesses we track in the Professional Services space. Measured against the twelve signals AI engines rely on, it scores 7.7 out of 10, a strong showing.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
Our monitoring has logged 6 AI crawler visits here: the engines come, the question is what they find.
- Company ·
- Muckrack
- Website ·
- muckrack.com
- Industry ·
- Professional Services
- Location ·
- Miami, Florida
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- May 11, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Good
Press and news coverage.
Community
Fair
Forum and community discussion.
Social Mentions
Good
Social discussion and mentions.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 7.7/10, Muckrack has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Muckrack
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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 May 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/muckrack
Cite this score: Engagemii (2026). "AEO Score for Muckrack." Retrieved from https://engagemii.com/aeo/brands/muckrack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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