52 / 100

BizScore

How we score
30
AI Visibility
—
AI Ready
—
AI Agent ReadinessNot audited yet
69
SEO Performance
—
Freshness
84
Google Rating
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Contact Information

Location

About Cook Automotive

Cook Automotive is an Auto Dealer in Aberdeen, MD, located at 1136 S Philadelphia Blvd. It also provides service for new and pre-owned buyers, ranging from oil changes to transmission replacements. The business holds a 4.20 rating based on customer reviews. Cook Chrysler Dodge RAM and Cook Mazda operate under the Cook Automotive name. This third-generation family-owned dealership was founded by Emory Cook in 1962 and is currently led by his son, Robert Cook, and grandson, Sam Cook. The service facility employs certified technicians who perform routine maintenance and complex repairs using genuine parts and the latest diagnostic tools. The business supports the local community through involvement in local charities, youth programs, and community events. Cook Automotive is known for its positive customer ratings and its long-standing history as a family-owned business in Aberdeen. The combination of multi-generational family ownership and certified service technicians makes Cook Automotive a reliable choice for drivers in Aberdeen, MD.

Cook Automotive is situated on S Philadelphia Boulevard, just a short distance from Old Philadelphia Road and Cranberry Run.

BizScoreAI gives the business a Discoverability score of 88 out of 100, which ensures that AI crawlers can find every page of the website so AI assistants can recommend the dealership. The Technical score is 86 out of 100, meaning the website is secure and indexable so search engines can read it without errors.

Score Summary

BizScoreAI scanned the website cookauto.com on September 16, 2026. Cook Automotive has a BizScore of 52 out of 100.

  • AI Visibility30 out of 100
  • SEO69 out of 100
  • Google rating4.2 out of 5

AI visibility scan by category: AI Discovery 13 of 25 points, Structured Data 0 of 25 points, Content Readiness 8 of 30 points, AI Trust Signals 10 of 20 points.

Website audit sub-scores (out of 100): On-Page 58, Technical 86, Performance 72, Content 61.

Strengths: 5 checks passed. AI Crawler Access, AI Content Blocking, Google Business Profile Link, About/Team Page, XML Sitemap.

Areas to improve: 13 checks. FAQPage Schema (failed), LocalBusiness Schema (failed), Third-Party Review Links (failed), Content Too Thin (failed), llms.txt (warning), Organization Schema (warning), Speakable Schema (warning), Hyperlocal Targeting (warning), Local Multimedia (warning), Q&A Content (warning), AI-Parseable Headings (warning), Meta Description (warning), Author Signals (warning).

AI engine reads

Read by AI engines 1 time in the last 30 days.

Counted from AI crawler and assistant visits to this page, identified by user agent.

See the full AI visibility report for this business

Contact Cook Automotive

AI Visibility Score

How visible is this business to AI-powered search engines

30 /100
AI Discovery
52/100
Structured Data
0/100
Content Readiness
27/100
AI Trust Signals
50/100

Ways to improve this score

llms.txt
FAQPage Schema Missing
LocalBusiness Schema
AI Visibility Scores bySEOScanPRORun a free full audit

SEO Score

Technical SEO health and search engine optimization

69 /100
On-Page
58/100
Technical
86/100
Performance
72/100
Content
61/100

Ways to improve this score

Improve On-Page
Improve Content
Improve Performance

Local SEO Coverage

Directory presence and NAP consistency

— /100
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