AI visibility score
5.2/ 10Fair

#33,459 of 1,966,293 in Media & Entertainment

As of 2026-08-10 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

BonLook

BonLook

Unclaimed

bonlook.com · Media & Entertainment

Somewhat visible. AI bots can read BonLook, but it is missing signals that would get it named ahead of competitors.

AI engines read this profile 22 times

Claude · Meta AI · Perplexity · ShapBot

#33,459 of 1,966,293 in Media & Entertainment for AI visibility

80

AI Naming Predictability

i

Named occasionally · 80/100

Media & Entertainment average 17

Top 2% of Media & Entertainment

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5

AEO Visibility

i

Borderline · 5.2/10

Media & Entertainment average 4.2

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-

Network Authority

i

Not connected yet

Media & Entertainment average 0.0

0 relationships · Media & Entertainment average 3

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50

Muse Index Score

i

AI agent readiness

Transactable · 50/100

Media & Entertainment average 15

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4

AI Adoption

i

Basic · 4/100

Media & Entertainment average 0

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About BonLook

from our crawl and measurement

"Explore the best in eyewear at Bonlook Glasses. Shop our wide selection of prescription eyeglasses, contacts, frames, and sunglasses for all styles and needs." That is how BonLook of Montreal, QC introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.

Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.

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

Company ·
BonLook
Website ·
bonlook.com
Industry ·
Media & Entertainment
Location ·
Montreal, QC
Site status ·
Live (The website showed an active business site when last checked (Oct 31, 2026).)
Last scored ·
Aug 10, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Strong

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Fair

Experience, Expertise, Authority, Trust markers.

Technical AEO

Strong

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Strong

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Strong

Inbound links from other sites.

Domain Authority

Fair

Established authority for your domain.

Reference Presence

Weak

Not in AI knowledge graphs yet.

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 5.2/10, BonLook has a working base to build on - fixable, and the signals above are where to start.

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Picked for BonLook: 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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BonLook lists 1,000+ products, 450 in stock, priced 4.00 to 199.00.

Show 500 of 1,000+ products

The full list of every product we captured is in the product feed (JSON).

Source & Attribution

Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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