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AI Visibility Scorecard
Pankti Engineering
panktiengineering.com · Home & Living
At 2.8/10, Pankti Engineering 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
#1,017,451 of 1,084,413 in Home & Living for AI visibility
2.8
/10
AEO Score
About Pankti Engineering
from our crawl and measurement
Pankti Engineering Iron & MS Fabrication in Valsad, Vapi, Navsari Gujarat is a Valsad, Gujarat business whose own site puts it this way: "Iron and MS fabrication workshop serving Valsad, Vapi, Navsari and South Gujarat since 2016. We make iron gates, window grills, staircase railings, boundary walls, roofing sheds, rolling." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.5 out of 10.
Our crawl found structured data on the page (LocalBusiness, FAQPage), a sitemap. It also found the gaps that keep answer engines guessing: an llms.txt file, a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
10
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
10
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
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
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 2.8/10, Pankti Engineering is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Pankti Engineering
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/panktiengineering
Cite this score: Engagemii (2026). "AEO Score for Pankti Engineering." Retrieved from https://engagemii.com/aeo/brands/panktiengineering
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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