AI Visibility Scorecard
ML Consulting | Results-Driven Planning & Performance
michelelis.com · Professional Services
Borderline visible. AI bots can crawl ML Consulting | Results-Driven Planning & Performance, 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
#463,549 of 528,058 in Professional Services for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About ML Consulting | Results-Driven Planning & Performance
from our crawl and measurement
"Michele Lis Consulting in Santa Fe, NM helps companies and organizations orchestrate change by focusing on results-driven planning and performance." That is how ML Consulting introduces itself. When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (BreadcrumbList, CollectionPage, Organization), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Strong
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 3.5/10, ML Consulting | Results-Driven Planning & Performance is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How Does RRP Work?
Central Idea: Rapid Results Planning helps leaders focus on improving performance and results for the customer/client and for the organization. Our Method: Rapid Results Planning results in a 90-Day Action Plan that focuses teams on short-term performance improvement using measurable outcomes as the benchmark for success and learning.
Is this your brand?
The exact fixes for ML Consulting | Results-Driven Planning & Performance
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for ML Consulting | Results-Driven Planning & Performance.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/michelelis
Cite this score: Engagemii (2026). "AEO Score for ML Consulting | Results-Driven Planning & Performance." Retrieved from https://engagemii.com/aeo/brands/michelelis
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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