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AI Visibility Scorecard
neelsfieldguide.com · Media & Entertainment
At 2.7/10, Neel's Field Guide to India is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,741,822 of 1,898,195 in Media & Entertainment for AI visibility
2.7
/10
AEO Score
from our crawl and measurement
Neel's Field Guide to India is a business whose own site puts it this way: "A field guide to India by Neel Singh. A recent computer science graduate navigating his way around India instead of navigating his way around a job." As far as answer engines are concerned it may as well not exist yet: 2.4 out of 10.
Our crawl found structured data on the page (Blog) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
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.
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 2.7/10, Neel's Field Guide to India is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Neel's Field Guide to India
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/neelsfieldguide
Cite this score: Engagemii (2026). "AEO Score for Neel's Field Guide to India." Retrieved from https://engagemii.com/aeo/brands/neelsfieldguide
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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