AI Visibility Scorecard
Heather Grooms, PHD
heatherlongphd.com · Professional Services
Borderline visible. AI bots can crawl Heather Grooms, PHD, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#135,972 of 528,923 in Professional Services for AI visibility
4
AI Naming Predictability
iRarely named · 4/100
Professional Services average 8
Top 56% of Professional Services
See what's behind this score →4
-
Network Authority
iNot connected yet
Professional Services average 0.0
0 relationships · Professional Services average 1
See what's behind this score →20
Muse Index Score
iAI agent readiness
Basic · 20/100
Professional Services average 18
See what's behind this score →0
About Heather Grooms, PHD
from our crawl and measurement
Home is a business whose own site puts it this way: "https://youtu.be/xGVYI-ih9nQ Resolving Your Wicked Problems Why Wicked Problems? These are complex, tricky, incorrigible problems with many layers." 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 (BreadcrumbList, Organization, WebPage) and a readable heading structure. It is missing an llms.txt file and a sitemap.
- Company ·
- Heather Grooms, PHD
- Website ·
- heatherlongphd.com
- Industry ·
- Professional Services
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 2, 2026
The 6 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
Good
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
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, Heather Grooms, PHD is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Who is challenged by this?
Teams and leaders are charged with leading change and accomplishing the goals of the organization. Yet, 60% – 70% of the time, team aims fail to be met, 50% of leaders report burnout, and 80% of CEOs say their organizations don’t manage change well.
Is this your brand?
The exact fixes for Heather Grooms, PHD
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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/heatherlongphd
Cite this score: Engagemii (2026). "AEO Score for Heather Grooms, PHD." Retrieved from https://engagemii.com/aeo/brands/heatherlongphd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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