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AI Visibility Scorecard
Mary Lanza
authormarylanza.com · Media & Entertainment
Borderline visible. AI bots can crawl Mary Lanza, 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
#1,617,089 of 1,886,921 in Media & Entertainment for AI visibility
3.1
/10
AEO Score
About Mary Lanza
from our crawl and measurement
Mary Lanza Mary Lanza Author Blogger is a business whose own site puts it this way: "Welcome To My Website Please take a little time to discover my books. Thank you for dropping by. Losing the Boomer Blues is the first book in the Losing the Boomer Blues Trilogy." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.8 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.1/10, Mary Lanza is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Mary Lanza
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 Mary Lanza.
Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/authormarylanza
Cite this score: Engagemii (2026). "AEO Score for Mary Lanza." Retrieved from https://engagemii.com/aeo/brands/authormarylanza
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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