Auto Repair & Maintenance Market in
Cleveland, OH
$650M TAM · Market Score 67/100 · Ranked #37 of 925 MSAs by TAM
Bottom-up market data for the Cleveland, OH Metro Area. Sourced from PinpointIQ's MSA-level intelligence platform.
Market Score breakdown
How Cleveland scored 67/100 for Auto Repair & Maintenance
PinpointIQ's Market Score is a percentile-weighted composite. The components + weights are set per vertical. Cleveland ranks in the 87th percentile nationally for Auto Repair & Maintenance.
| Component | Weight | Value | Percentile |
|---|---|---|---|
| Estimated Vehicles | 40% | 1,540,662 | 96 |
| Fragmentation Score | 35% | 91.4 | 37 |
| Median HH Income | 25% | 70,678 | 60 |
TAM by segment
$650M in Cleveland broken down by segment
Demographic snapshot
Who lives and buys in Cleveland
Frequently asked questions
Auto Repair & Maintenance market in Cleveland: common questions
How big is the auto repair & maintenance market in Cleveland, OH?
The auto repair & maintenance market in Cleveland, OH has a total addressable market of $650M, calculated bottom-up from U.S. Census, BLS, and IRS County Business Patterns data at the census-tract level. This makes Cleveland the #37 largest auto repair & maintenance market of 925 U.S. MSAs.
How many auto repair & maintenance companies are in Cleveland?
PinpointIQ tracks 581 auto repair & maintenance establishments in the Cleveland MSA, employing approximately 2,725 people. Establishment counts are sourced from IRS County Business Patterns and refreshed monthly.
How does Cleveland rank nationally for auto repair & maintenance?
Cleveland scores 67/100 on PinpointIQ's Auto Repair & Maintenance Market Score, ranking #120 of 925 U.S. metros — the 87th percentile nationally. The Market Score is a percentile-weighted composite of the vertical-specific drivers that make a metro attractive for auto repair & maintenance operators and investors.
What drives auto repair & maintenance demand in Cleveland?
PinpointIQ scores Cleveland's auto repair & maintenance market on 3 components: Estimated Vehicles (40% weight, 96th percentile); Fragmentation Score (35% weight, 37th percentile); Median HH Income (25% weight, 60th percentile). The weights are calibrated to the auto repair & maintenance vertical and applied consistently across every U.S. MSA.
What are the biggest auto repair & maintenance sub-segments in Cleveland?
Cleveland's $650M auto repair & maintenance TAM breaks down into: Repair_auto Repair Service ($488M, 75% of TAM); Repair_auto Repair Major ($163M, 25% of TAM). Segment sizes reflect PinpointIQ's bottom-up model at the census-tract level.
TAM figures reflect PinpointIQ's bottom-up market size model built from U.S. Census, BLS, IRS County Business Patterns, and other public + commercial sources at the census-tract level. Market Score is PinpointIQ's percentile-weighted composite; the components and weights are set per vertical and shown above. Data refreshed monthly.
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