AI Visibility Scorecard
Melissa Dinwiddie | Create the Impossible™ | Innovation Keynote Speaker & Consultant
mddesignworks.com · Professional Services
Borderline visible. AI bots can crawl Melissa Dinwiddie | Create the Impossible™ | Innovation Keynote Speaker & Consultant, 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
#42,004 of 529,035 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 →4.2
-
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 →30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
Professional Services average 18
See what's behind this score →0
About Melissa Dinwiddie | Create the Impossible™ | Innovation Keynote Speaker & Consultant
from our crawl and measurement
"Empower your team to innovate on demand. Melissa Dinwiddie helps tech leaders Create the Impossible™ through playful, interactive workshops and keynotes." That is how Melissa Dinwiddie introduces itself. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) 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 ·
- Melissa Dinwiddie | Create the Impossible™ | Innovation Keynote Speaker & Consultant
- Website ·
- mddesignworks.com
- Industry ·
- Professional Services
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Sep 3, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Strong
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.
The 6 off-page signals AI reads
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 4.2/10, Melissa Dinwiddie | Create the Impossible™ | Innovation Keynote Speaker & Consultant is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Your team has an innovation mandate. Now what?
One Meta research manager called my approach “too playful” for her team of researchers.Six months later, she’d referred me to five other teams.That’s what happens when skeptical, analytical people get a framework built for skeptical, analytical people — instead of innovation theater that looks great on a slide deck and fades by the following Monday.
Not sure where your team’s innovation is getting stuck?
Take the free Innovation Bottleneck Finder. In 5 minutes, you'll identify the specific patterns that are stalling your team's ability to think and move differently — and get a starting point for where to focus first.Enter your details here to get instant access.
Is this your brand?
The exact fixes for Melissa Dinwiddie | Create the Impossible™ | Innovation Keynote Speaker & Consultant
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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 September 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mddesignworks
Cite this score: Engagemii (2026). "AEO Score for Melissa Dinwiddie | Create the Impossible™ | Innovation Keynote Speaker & Consultant." Retrieved from https://engagemii.com/aeo/brands/mddesignworks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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