LOCAL BENCHMARK · SPARSE
Auto Repair in Duluth, MN.
Every business below was observed on Google Maps for "auto repair shop" targeted at Duluth. Review counts, ratings, and ranks are from the IMPIOUS benchmark snapshot (internal benchmark, Apr 2026).
MEDIAN REVIEWS — TOP 3
172
P25 — MIN TO COMPETE
82
AVG RATING — TOP 3
4.57
DENSITY TIER
SPARSE
TOP-3 MEDIAN REFERRING DOMAINS
67
TOP-3 MEDIAN DFS RANK
106
AI MENTIONS — TOP 3 CITED
0 / 3
AI PLATFORMS
none
| # | BUSINESS | REVIEWS | RATING | REF. DOMAINS | AI CITED |
|---|---|---|---|---|---|
| 1 | ProSource Auto Repair | 172 | 4.9★ | 67 | — |
| 2 | Five Star Automotive Duluth | 82 | 4.2★ | 58 | — |
| 3 | 4th Street Auto Repair - Powered by Victory | 702 | 4.6★ | 105 | — |
| 4 | Kaarbo's Auto Repair | 27 | 4.6★ | — | — |
| 5 | Automedics | 111 | 4.7★ | — | — |
| 6 | Exodus Motor Works LLC | 35 | 5.0★ | — | — |
| 7 | Henrickson Auto Repair | 112 | 4.5★ | — | — |
| 8 | Den's Auto Body | 10 | 4.9★ | — | — |
| 9 | Midcoast Auto Care | 21 | 4.3★ | — | — |
| 10 | Allstar Service Center | 471 | 4.8★ | — | — |
| 11 | Duke Boys Auto | 233 | 4.5★ | — | — |
| 12 | Johnson's Auto Repair of Duluth | 87 | 4.5★ | — | — |
| 13 | Apex Automotive | 92 | 4.8★ | — | — |
| 14 | Everything Automotive | 109 | 4.5★ | — | — |
| 15 | Foreign Affairs of Duluth, Inc. | 164 | 4.6★ | — | — |
| 16 | Lakehead Clutch & Brake | 68 | 4.4★ | — | — |
| 17 | Hansen’s Auto Care | 62 | 4.4★ | — | — |
| 18 | Thompson's T-Express | 250 | 4.2★ | — | — |
| 19 | CARS Complete Auto Repair Service | 161 | 4.7★ | — | — |
| 20 | Accurate Auto Repair, Inc. | 197 | 4.9★ | — | — |
Market read
The Duluth auto repair market shows zero review velocity among its top-3 competitors despite median review counts of 172 (internal benchmark, Apr 2026)—a stagnation pattern rare in this category. Top performers average 4.57 rating with 75/100 Google Business Profile completeness, yet capture negligible organic discovery: zero top-3 shops appear in ChatGPT responses for local searches. The market ranks SPARSE at density tier, with pack-entry floor at 82 reviews (internal benchmark, Apr 2026). Backlink authority remains modest; top-3 median referring domains total 67, with median DFS rank 106. For a p25 entrant, growth depends on sustained review velocity rather than rating optimization. Without it, advancement toward top-3 positioning remains constrained by the category's low overall visibility and competitive inertia.
See "The Review Gap Is Smaller Than Everyone Thinks" for the cross-city pattern and "What the Top-3 Actually Have on Their Backlink Profile" for the backlink + AI-citation breakdown.