AI visibility score
1.55/ 10Near-invisible
As of 2026-11-09 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

leanpuff.com

leanpuff.com

Unclaimed

leanpuff.com · Technology

At 1.55/10, leanpuff.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, Content Structure and Entity Clarity. That is fixable, and the signals below show where to start.

AI engines read this profile 3 times

Claude

20

AI Naming Predictability

i

Rarely named · 20/100

Technology average 28

Top 49% of Technology

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1.55

AEO Visibility

i

Near-invisible · 1.55/10

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.

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0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

Technology average 17

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0

AI Adoption

i

None detected · 0/100

Technology average 2

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About leanpuff.com

from our crawl and measurement

leanpuff.com is one of the businesses we track in the Technology space. When AI engines look at it, they find little to work with. It scores 1.55 out of 10.

The site is missing structured data describing the business, an llms.txt file and a sitemap.

AI crawlers have read this profile 3 times in our tracking, including ClaudeBot (Anthropic).

Company ·
leanpuff.com
Website ·
leanpuff.com
Industry ·
Technology
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

Weak

Clear headings and answer-style content.

Entity Clarity

Weak

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

Weak

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

AI Discoverability

Weak

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 1.55/10, leanpuff.com is near-invisible to AI engines today. That is fixable, and the signals above are where to start.

Frequently Asked Questions

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What are the main ingredients, and what do they do?

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Picked for leanpuff.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/leanpuff

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

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

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