LOCAL BENCHMARK · SPARSE
Auto Repair in Worcester, MA.
Every business below was observed on Google Maps for "auto repair shop" targeted at Worcester. Review counts, ratings, and ranks are from the IMPIOUS benchmark snapshot (internal benchmark, Apr 2026).
MEDIAN REVIEWS — TOP 3
33
P25 — MIN TO COMPETE
29
AVG RATING — TOP 3
4.80
DENSITY TIER
SPARSE
TOP-3 MEDIAN REFERRING DOMAINS
62
TOP-3 MEDIAN DFS RANK
50
AI MENTIONS — TOP 3 CITED
0 / 3
AI PLATFORMS
none
| # | BUSINESS | REVIEWS | RATING | REF. DOMAINS | AI CITED |
|---|---|---|---|---|---|
| 1 | Phil's Auto Repair | 128 | 4.7★ | 62 | — |
| 2 | D & J Auto Repair | 29 | 4.8★ | — | — |
| 3 | JC’s Auto Center / Roland’s Radiator | 33 | 4.9★ | — | — |
| 4 | Highland Street Services | 163 | 4.1★ | — | — |
| 5 | Pete's Service | 75 | 4.9★ | — | — |
| 6 | TKO Auto Services | 1 | 5.0★ | — | — |
| 7 | Elm Park Automotive | 89 | 4.8★ | — | — |
| 8 | Island Auto Repair | 46 | 3.7★ | — | — |
| 9 | Jim & Sons Auto Repair | 114 | 4.1★ | — | — |
| 10 | Carlos & Son Automotive Repair | 8 | 5.0★ | — | — |
| 11 | Doveta Car Towing's & Co | 0 | 0.0★ | — | — |
| 12 | Desjardin Auto Services | 21 | 4.6★ | — | — |
| 13 | Takis & Son Auto Service | 26 | 4.7★ | — | — |
| 14 | East Side Auto Repair | 81 | 4.5★ | — | — |
| 15 | J T Auto service and Auto sales | 68 | 4.5★ | — | — |
| 16 | M & M Auto Repair | 11 | 4.6★ | — | — |
| 17 | Star-Tech Auto Repair | 125 | 4.8★ | — | — |
| 18 | Chris Auto Repair | 10 | 4.2★ | — | — |
| 19 | Martin Tire and Auto Repair | 318 | 4.3★ | — | — |
| 20 | K & C Auto Repair | 3 | 5.0★ | — | — |
Market read
Worcester's auto repair market shows zero review velocity despite median top-3 ratings of 33 reviews and 4.8average ratings (internal benchmark, Apr 2026)—suggesting stagnant competitive momentum rather than active growth. The 100% spam rate among top performers indicates review quality issues masking market position. Profile completeness averages 55/100 across leaders, revealing substantial optimization gaps. Backlink authority remains modest, with top-3 median referring domains at 62 and median DFS rank of 50. AI platforms currently exclude these shops from recommendations. For a p25 entrant at 29 reviews, reaching top-3 requires address not just review accumulation but authentic velocity and profile depth. The sparse density tier leaves room, but only if differentiation extends beyond review counts.
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.