AI visibility score

5.1/ 10Fair

#396,406 of 1,375,046 in Home & Living

As of 2026-10-04 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Sharp Pencil

Name: Sharp Pencil - AI Visibility Score
Creator: Engagemii
Published: 2026-10-04T02:34:45.320Z
License: https://creativecommons.org/licenses/by/4.0/

Unclaimed

getsharppencil.com · Home & Living

Somewhat visible. AI bots can read Sharp Pencil, but it is missing the structured signals that push citation rate above competitors.

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Monitoring for AI engine activity

In the Engagemii AEO index

#396,406 of 1,375,046 in Home & Living for AI visibility

AEO Visibility

Borderline · 5.1/10

Muse Index Score

AI agent readiness

Transactable · 70/100

AI Adoption

None detected · 0/100

About Sharp Pencil

from our crawl and measurement

"Commercial roofing quantity takeoffs, measured from your drawings and reviewed by a roofing professional before delivery." That is how Sharp Pencil introduces itself. Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.

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

Industry · Home & Living

Last scored · Oct 4, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Strong

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

Good

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Weak

Little domain authority yet.

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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.1/10, Sharp Pencil has a working base to build on - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→

Picked for Sharp Pencil: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.

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Source & Attribution

Scored by Engagemii on October 4, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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