Local AI Registry

The registry · Detroit, MI

The best oil refineries in Detroit.

Ranked by one method — the same checks for every business. Never sold, never sponsored.

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The read

The leaderboard for oil refineries in Detroit highlights Marathon - Detroit Refinery as the clear frontrunner with an AI score of 72. Despite its relatively modest 3.4-star rating from just 20 reviews, Marathon's strong performance can be attributed to its robust online presence and solid response strategy, which sets it apart in a competitive landscape. The refinery's commitment to maintaining an updated Google Business Profile and engaging with customers has helped it establish authority in the sector.

Surprisingly, the competition shows a long tail of refineries lagging behind, with many struggling to achieve visibility and engagement. This gap is evident as businesses fail to leverage key metrics such as content freshness and effective backlink strategies. The data indicates that top performers not only excel in reviews but also prioritize their digital footprint, allowing them to pull away from lesser-known competitors. As the industry evolves, those refineries that adapt and invest in their online reputation will likely continue to dominate.

The named

Who's winning, and why.

  1. 1

    Leading the pack in visibility

    Marathon - Detroit Refinery stands out as the top oil refinery in Detroit, leveraging its perfect scores in retrieval grounding and AI visibility, both at 100. This ensures that they are easily found and referenced across platforms like GEMINI and CHATGPT, significantly enhancing their presence. While their overall rating sits at 3.4 stars from 20 reviews, their strong Google Business Profile score of 90 reflects a solid online footprint, setting them apart in a competitive market.

    Cited by

    • ChatGPT
    • Gemini
    • Perplexity
    Retrieval grounding
    100
    Off-property attestation
    39
    AI visibility
    100
    Reviews & response
    69
    Backlink & citation authority
    64
    Google Business Profile
    90
    Speed & mobile
    66
    Content freshness & schema
    64

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.

  1. S1Retrieval grounding26%
  2. S2Off-property attestation20%
  3. S3AI visibility14%
  4. S4Reviews & response12%
  5. S5Backlink & citation authority8%
  6. S6Google Business Profile8%
  7. S7Speed & mobile7%
  8. S8Content freshness & schema5%

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