AI Visibility Scorecard
National Parts Depot
npdlink.com · Automotive
Somewhat visible. AI bots can read National Parts Depot, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 12 times
Meta AI · Claude · Apple Intelligence · ChatGPT
#3,679 of 365,655 in Automotive for AI visibility
7
AEO Visibility
iVisible · 6.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About National Parts Depot
from npdlink.com
Toggle navigation Vehicle Selection About Contact American Vehicle Restoration Parts Choose Your Vehicle Founded in 1976, NPD is celebrating 50 years of serving the restoration hobby.
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
Weak
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
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
Fair
Social discussion and mentions.
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 6.5/10, National Parts Depot has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for National Parts Depot
Which AI engines already crawl you
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/npdlink
Cite this score: Engagemii (2026). "AEO Score for National Parts Depot." Retrieved from https://engagemii.com/aeo/brands/npdlink
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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