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The registry · San Diego, CA
The best auto parts stores in San Diego.
Ranked by one method — the same checks for every business. Never sold, never sponsored.
The ten on the map
Each pin is a business on this list, numbered by its rank and placed at its address. Drag the map and zoom in to see which of them are near you.
The read
The latest leaderboard for auto parts stores in San Diego unveils a striking dominance by O'Reilly Auto Parts, capturing four out of the top five spots. With three locations scoring an AI score of 61, it's clear that O'Reilly's strong customer reviews and strategic online presence are elevating its profile. The consistency across multiple stores suggests a well-managed brand that excels in meeting customer needs, though it raises questions about the market dynamics for competitors like NAPA Auto Parts, which, despite a solid performance with an AI score of 51, trails behind significantly.
Interestingly, the leaderboard reflects a considerable gap between the top performers and the rest. O'Reilly's ability to maintain high ratings and engage effectively with customers sets it apart from others in the long tail, where the scores drop sharply. This disparity indicates that while O'Reilly has harnessed its strengths in customer interaction and digital visibility, other stores, including NAPA, may need to refine their strategies to compete more aggressively in this market.
The named
Who's winning, and why.
- 161/100
Unmatched AI visibility and authority
O'Reilly Auto Parts stands out as the top auto parts store in San Diego due to its exceptional AI visibility score of 100, significantly surpassing the field average of 45. This dominance in AI platforms like GEMINI and CHATGPT boosts their online presence and reach. Additionally, their strong retrieval grounding score of 50, compared to the average 25, indicates a robust foundation of reliable information. With a solid 4.4-star rating from 154 reviews, they effectively engage customers, further solidifying their leading position.
Cited by
- ChatGPT
- Gemini
- Perplexity
- Retrieval grounding
- 50
- Off-property attestation
- 40
- AI visibility
- 100
- Reviews & response
- 83
- Backlink & citation authority
- 64
- Google Business Profile
- 90
- Speed & mobile
- 46
- Content freshness & schema
- 81
- 261/100
Leading with AI visibility
O'Reilly Auto Parts stands out as the #2 auto parts store in San Diego, driven by their exceptional AI visibility score of 100, significantly surpassing the field average of 45 by a remarkable 55 points. This dominance in AI visibility enhances their online presence, attracting more customers. Additionally, their retrieval grounding score of 50 further solidifies their credibility, well above the average of 25. With a solid 4.3-star rating from 112 reviews, O'Reilly effectively combines visibility and trust to secure their top spot.
Cited by
- ChatGPT
- Gemini
- Perplexity
- Retrieval grounding
- 50
- Off-property attestation
- 40
- AI visibility
- 100
- Reviews & response
- 83
- Backlink & citation authority
- 64
- Google Business Profile
- 90
- Speed & mobile
- 47
- Content freshness & schema
- 79
- 350/100
Leading in AI visibility
O'Reilly Auto Parts stands out as the third top auto parts store in San Diego, primarily due to its exceptional AI visibility score of 100, far surpassing the field average of 45. This dominance enhances their online presence, making them easily discoverable by customers. Additionally, they excel in content freshness and schema with a score of 79, indicating that their information is not only current but also well-structured for search engines, further driving customer engagement and trust.
Cited by
- ChatGPT
- Gemini
- Perplexity
- Retrieval grounding
- 25
- Off-property attestation
- 40
- AI visibility
- 94
- Reviews & response
- 77
- Backlink & citation authority
- 64
- Google Business Profile
- 90
- Speed & mobile
- 48
- Content freshness & schema
- 79
The record
Ranks 4–12.
- 4AIReply rate
100%
50/100→ - 5AIReply rate
20%
50/100→ - 6AIReply rate
100%
47/100→ - 7AIReply rate
96%
45/100→ - 8AIReply rate
100%
34/100→ - 9AIReply rate
94%
34/100→ - 10AIReply rate
0%
27/100→ - 11AIReply rate
84%
26/100→ - 12AIReply rate
—
22/100→
How we ranked these
No pay-to-play. No sponsored spots. No kickbacks.
Every business is scored the same way, on the same eight signals. We don't take money to move rankings and we don't accept submissions. If you're on this list, the scoring pipeline put you there.
- S1Retrieval grounding26%
- S2Off-property attestation20%
- S3AI visibility14%
- S4Reviews & response12%
- S5Backlink & citation authority8%
- S6Google Business Profile8%
- S7Speed & mobile7%
- S8Content freshness & schema5%
Your turn
Run the same audit on yourself.
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