AI Visibility Scorecard
McLean Media
mcleanmedia.com · Professional Services
Borderline visible. AI bots can crawl McLean Media, 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.
AI engines read this profile 8 times
Meta AI · ChatGPT · Claude · ShapBot
#23,106 of 528,940 in Professional Services for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Professional Services average 8
Top 13% of Professional Services
See what's behind this score →4
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Professional Services average 1. Claim your page and Engagemii is your first.
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 →0
About McLean Media
from our crawl and measurement
McLean Media is a business whose own site puts it this way: "McLean Media is an award-winning, full-service public relations (PR) and content marketing agency helping mission-driven brands communicate with purpose." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 8 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Meta AI.
- Company ·
- McLean Media
- Website ·
- mcleanmedia.com
- Industry ·
- Professional Services
- Location ·
- Bozeman, Montana
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Oct 25, 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
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
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 4.2/10, McLean Media is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
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The exact fixes for McLean Media
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on October 25, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mcleanmedia
Cite this score: Engagemii (2026). "AEO Score for McLean Media." Retrieved from https://engagemii.com/aeo/brands/mcleanmedia
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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