#298,421 OF 931,616 IN EDUCATION
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AI Visibility Scorecard
Sehr Program
· Education
Somewhat visible. AI bots can read Sehr Program, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#298,421 of 931,616 in Education for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
About Sehr Program
from our crawl and measurement
cmpunjabseharprogram.com describes itself simply: "Apply online for the CM Punjab SEHR Program 2026. Check eligibility criteria, required documents, and registration steps for digital, beautician & hospitality skills." Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Person, Organization, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
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 5.2/10, Sehr Program has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is the CM Punjab SEHR Program 2026?
The SEHR (Skill Enhancement Through Home Reach) Program is a home-based digital skills initiative designed for women across Punjab. It provides high-quality training in market-demand skills, enabling participants to access employment opportunities, freelance work, and entrepreneurship.
How to Apply for the SEHR Program?
The registration process differs slightly depending on the skill you choose, but the general steps are the same across the program. A full, detailed document including checklists and screenshots of each step is available on our dedicated registration guide.
Is this your brand?
The exact fixes for Sehr Program
Which AI engines already crawl you
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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.
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Source & Attribution
Scored by Engagemii on August 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cmpunjabseharprogram
Cite this score: Engagemii (2026). "AEO Score for Sehr Program." Retrieved from https://engagemii.com/aeo/brands/cmpunjabseharprogram
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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