AI Visibility Scorecard
Author, Photography, Instructor, and Writing Coach
stephenlegault.net · Media & Entertainment
Borderline visible. AI bots can crawl Author, Photography, Instructor, and Writing Coach, 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
#1,927,015 of 1,966,252 in Media & Entertainment for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Media & Entertainment average 17
Top 79% of Media & Entertainment
See what's behind this score →3.4
AEO Visibility
iNear-invisible · 3.4/10
Media & Entertainment average 4.2
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Media & Entertainment average 3. Claim your page and Engagemii is your first.
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Media & Entertainment average 15
See what's behind this score →0
About Author, Photography, Instructor, and Writing Coach
from stephenlegault.net
Author, Photography, Instructor, and Writing Coach Menu + × expanded collapsed About Featured Purchase Talks Third Life Press Photos Books Media Blog Contact Home Follow the Trail Order Now: High Cols and Deep Canyons: Ordinary Adventures in Extrordinary Places Order your copy now Adventure awaits Available in June you can pre-order High Cols and Deep Canyons, read excerpts, or view reels here.
- Company ·
- Author, Photography, Instructor, and Writing Coach
- Website ·
- stephenlegault.net
- Industry ·
- Media & Entertainment
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Aug 1, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 3.4/10, Author, Photography, Instructor, and Writing Coach is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Author, Photography, Instructor, and Writing Coach
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/stephenlegault-net
Cite this score: Engagemii (2026). "AEO Score for Author, Photography, Instructor, and Writing Coach." Retrieved from https://engagemii.com/aeo/brands/stephenlegault-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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