AI visibility score
3.8/ 10Weak
As of 2026-11-05 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

DevByMuaz

DevByMuaz

Unclaimed

devbymuaz.com · Other

Borderline visible. AI bots can crawl DevByMuaz, 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

7

AI Naming Predictability

i

Rarely named · 7/100

Average 15

Top 82% of Other

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3.8

AEO Visibility

i

Near-invisible · 3.8/10

Average 4.1

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses average 3. Claim your page and Engagemii is your first.

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35

Muse Index Score

i

AI agent readiness

Agent-ready · 35/100

Average 16

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0

AI Adoption

i

None detected · 0/100

Average 0

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About DevByMuaz

from our crawl and measurement

DevByMuaz, based in Lahore, describes itself simply: "Full stack developer in Lahore, Pakistan building web and mobile apps with React Native, Next.js, Node.js, and FastAPI. Available for freelance projects." When AI engines look at it, they find little to work with. It scores 3.8 out of 10.

Our crawl found structured data on the page (Person) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).

Company ·
DevByMuaz
Website ·
devbymuaz.com
Industry ·
Other
Site status ·
Live (The website showed an active business site when last checked (Nov 1, 2026).)
Last scored ·
Nov 5, 2026

The 6 on-page signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Fair

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

Good

Sitemaps and entity links AI can follow.

The 6 off-page signals AI reads

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

-

Not yet measured.

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 read your site and name it in answers. At 3.8/10, DevByMuaz is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

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The exact fixes for DevByMuaz

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Which AI engines already crawl you

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Picked for DevByMuaz: How-To

How to Get Your Company Named by ChatGPT, Gemini, and Claude

When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.

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Source & Attribution

Scored by Engagemii on November 5, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/devbymuaz

Cite this score: Engagemii (2026). "AEO Score for DevByMuaz." Retrieved from https://engagemii.com/aeo/brands/devbymuaz

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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