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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. Two-thirds of websites are invisible to them. Qallam — Mastery just got measured.
7/10 means Qallam — Mastery is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
About Qallam — Mastery
Pakistan's central education platform. NET, LCAT, MDCAT prep, school discovery, university admissions, and profile building. Built by LUMS students.
Key Topics
Details
Category: Education
qallam.aiAI Visibility Breakdown
4
Structured Data
9
Content Structure
6
Entity Clarity
4
E-E-A-T Signals
8
Technical AEO
9
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on May 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/qallam-ai
Cite this score: Engagemii (2026). "AEO Score for Qallam — Mastery." Retrieved from https://engagemii.com/aeo/brands/qallam-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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