AI Visibility Scorecard
Hand Tools & Power Tool Accessories
irwin.com · Home & Living
Somewhat visible. AI bots can read Hand Tools & Power Tool Accessories, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 17 times
Meta AI · ChatGPT · Claude · Apple Intelligence
#476 of 1,376,760 in Home & Living for AI visibility
100
6
AEO Visibility
iVisible · 6.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Hand Tools & Power Tool Accessories
from our crawl and measurement
Hand Tools & Power Tool Accessories is a Towson, MD business whose own site puts it this way: "IRWIN hand tools and power tool accessories are built for performance and reliability. Every tool is designed with the professional tradesman in mind." Its AI visibility score is 6.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 4 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Good
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.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6.1/10, Hand Tools & Power Tool Accessories has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Hand Tools & Power Tool Accessories
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/irwin
Cite this score: Engagemii (2026). "AEO Score for Hand Tools & Power Tool Accessories." Retrieved from https://engagemii.com/aeo/brands/irwin
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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