AI Visibility Scorecard
Dr
learningwithdrsaumya.com · Education
Borderline visible. AI bots can crawl Dr, 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 2 times
Claude · ChatGPT
#363,349 of 937,604 in Education for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Dr
from our crawl and measurement
learningwithdrsaumya.com is a business whose own site puts it this way: "Master qualitative research methodology with expert-led live workshops. Thematic Analysis, Grounded Theory, Atlas.ti, thesis writing. Free monthly masterclass. 350+ projects mentored by Dr." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 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.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 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
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4/10, Dr is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Not Sure Where to Start?
Free sessions run regularly alongside the paid workshops — whatever is scheduled next is listed in the catalog. Explore Workshops Workshops Mentoring About FAQ Refund Policy For Institutions Contact New Delhi & Online Worldwide • English | Hindi © 2026 Dr. Saumya Sharma. All rights reserved. × Get Notified Be the first to know when registrations open.
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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 Dr.
Source & Attribution
Scored by Engagemii on October 19, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/learningwithdrsaumya
Cite this score: Engagemii (2026). "AEO Score for Dr." Retrieved from https://engagemii.com/aeo/brands/learningwithdrsaumya
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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