AI Visibility Scorecard
Message & Motion — The words that move your GTM
messageandmotion.com · Technology
Borderline visible. AI bots can crawl Message & Motion — The words that move your GTM, 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 2 times
Claude
#1,807,789 of 2,707,329 in Technology for AI visibility
45
AI Naming Predictability
iSometimes named · 45/100
4
AEO Visibility
iBorderline · 4.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
8
AI Adoption
iBasic · 8/100
About Message & Motion — The words that move your GTM
from our crawl and measurement
"We help B2B software companies sharpen their positioning, clarify their story, and activate it across the moments where buyers meet your brand and where sales teams need it most." That is how Message & Motion — The words that move your GTM introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.1 out of 10.
The site gets some of it right: it has a readable heading structure, substantial page content. What holds it back is what is absent, including structured data describing the business, an llms.txt file, a sitemap.
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
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.1/10, Message & Motion — The words that move your GTM is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Message & Motion — The words that move your GTM
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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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/messageandmotion
Cite this score: Engagemii (2026). "AEO Score for Message & Motion — The words that move your GTM." Retrieved from https://engagemii.com/aeo/brands/messageandmotion
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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