▼ 1.1 since Jul 2026
#667,798 OF 924,153 IN EDUCATION
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AI Visibility Scorecard
Document Wingman — Stop Scrolling. Start Studying. Fly Smarter.
documentwingman.com · Education
Borderline visible. AI bots can crawl Document Wingman — Stop Scrolling. Start Studying. Fly Smarter., 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
#667,798 of 924,153 in Education for AI visibility
4
AEO Visibility
iNear-invisible · 3.9/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
8
AI Adoption
iBasic · 8/100
About Document Wingman — Stop Scrolling. Start Studying. Fly Smarter.
from our crawl and measurement
Document Wingman — Stop Scrolling. Start Studying. Fly Smarter. is a business whose own site puts it this way: "Upload any flight training PDF and turn it into a user-friendly study tool. Built for FAA handbooks, POHs, AFMs, FTIs, and more." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: structured data describing the business, 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
9
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 3.9/10, Document Wingman — Stop Scrolling. Start Studying. Fly Smarter. is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Document Wingman — Stop Scrolling. Start Studying. Fly Smarter.
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 Document Wingman — Stop Scrolling. Start Studying. Fly Smarter..
Source & Attribution
Scored by Engagemii on September 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/documentwingman
Cite this score: Engagemii (2026). "AEO Score for Document Wingman — Stop Scrolling. Start Studying. Fly Smarter.." Retrieved from https://engagemii.com/aeo/brands/documentwingman
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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