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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 6 times
Apple Intelligence · ChatGPT · Claude · Meta AI
#1,637 of 329,424 in Automotive for AI visibility
6.5
/10
AEO Score
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
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
2
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
5
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
Weekly ChatGPT & Claude citation tracking
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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