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AI visibility score
2.12/ 10Near-invisible

▲ 0.02 since Nov 2026

As of 2026-11-09 · Engagemii Index

AI Visibility Scorecard

bonall.com

bonall.com

Unclaimed

bonall.com · Other

At 2.12/10, bonall.com is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.

AI engines read this profile 2 times

Claude · Parallel

3

AI Naming Predictability

i

Rarely named · 3/100

Average 15

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2.12

AEO Visibility

i

Near-invisible · 2.12/10

Average 1.4

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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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5

Muse Index Score

i

AI agent readiness

Basic · 5/100

Average 16

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0

AI Adoption

i

None detected · 0/100

Average 0

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About bonall.com

from our crawl and measurement

bonall.com describes itself simply: "News 店舗情報 アクセス お問い合わせ News 店舗情報 アクセス お問い合わせ ボナール洋菓子店 地域のお客様に愛される洋菓子店を目指しています 新着記事 新商品 カフェインレス・デカフェコーヒーとは? やさしく楽しめる一杯を洋菓子店から「コーヒーは好きだけど、カフェインが気になる」そんな方にも、ケーキと一緒にコーヒーを楽しんでいただきたい。." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.12 out of 10.

Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.

AI crawlers have read this profile 2 times in our tracking, including ClaudeBot (Anthropic) and ShapBot (Parallel).

Company ·
bonall.com
Website ·
bonall.com
Industry ·
Other
Site status ·
Live (The website showed an active business site when last checked (Nov 1, 2026).)
Last scored ·
Nov 9, 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

Fair

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 2.12/10, bonall.com is near-invisible to AI engines today. That is fixable, and the signals above are where to start.

Picked for bonall.com: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Source & Attribution

Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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