AI Visibility Scorecard
M.L. Murphy Productions
5secondclarity.com · Professional Services
Borderline visible. AI bots can crawl M.L. Murphy Productions, 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 1 times
Claude
#135,994 of 528,964 in Professional Services for AI visibility
3
AI Naming Predictability
iRarely named · 3/100
Professional Services average 8
Top 64% 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 →70
Muse Index Score
iAI agent readiness
Transactable · 70/100
Professional Services average 18
See what's behind this score →12
About M.L. Murphy Productions
from our crawl and measurement
5secondclarity.com describes itself simply: "Storytelling and messaging consultant for expert-based businesses. Consulting since 2012, following eighteen years in animation and visual effects." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (Person, Organization, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- M.L. Murphy Productions
- Website ·
- 5secondclarity.com
- Industry ·
- Professional Services
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 4, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
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 read your site and name it in answers. At 4/10, M.L. Murphy Productions is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why work with me?
I’m Mike L. Murphy. I help founders explain their value, build a clear offer and prepare prospects for sales conversations.Before consulting, I spent eighteen years in animation and visual effects on films including:Helping animate Gollum taught me to turn complicated work into something an audience could understand and believe. I bring that same attention to your message.You work directly with me.
Is this your brand?
The exact fixes for M.L. Murphy Productions
Which AI engines already crawl you
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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 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/5secondclarity
Cite this score: Engagemii (2026). "AEO Score for M.L. Murphy Productions." Retrieved from https://engagemii.com/aeo/brands/5secondclarity
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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