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Operator Comparison

Dirty Dog's Car Wash Tampa vs ModWash

Data updated · May 24, 2026

ModWash is larger (127 vs 10 locations); ModWash is rated higher (4.85★ vs 4.77★); ModWash has the lower reviewer-reported damage rate (0.83% vs 1.28%).

The Comparison in Brief

Dirty Dog's Car Wash Tampa is a regional-tier operator and ModWash is national-tier, so they're competing at different scale points. ModWash edges ahead on review-weighted rating (4.85★ vs 4.77★, a narrow gap). On reviewer-reported damage, ModWash runs lower at 0.83% vs 1.28% — a narrow operating-quality gap. The dataset-wide average across all car wash chains is roughly 1–3%.

Locations
10
3 states
Locations
127
12 states
Reviews
11,481
5,994 LLM-scored
Reviews
182,068
70,105 LLM-scored
Avg Rating
4.77
Avg Rating
4.85
Damage Rate
1.28%
lower is better
Damage Rate
0.83%
lower is better
Membership Cancellation Friction
9.2%
of mem-discussing reviews
Membership Cancellation Friction
12.4%
of mem-discussing reviews
Dominant Format
Express Tunnel
Dominant Format
Express Tunnel

Dirty Dog's Car Wash Tampa operates 10 locations across 3 states (3.3 sites per state on average). ModWash operates 127 locations across 12 states (10.6 per state). ModWash has a denser per-state footprint (10.6 sites/state vs 3.3 for Dirty Dog's Car Wash Tampa), suggesting a more saturated regional strategy. Total customer signal is 11,481 Google reviews for Dirty Dog's Car Wash Tampa (5,994 LLM-scored) vs 182,068 for ModWash (70,105 scored).

01 Customer Experience

How do customers rate each chain on the 7 pillars?

Aspect scores aggregate WashIndex's LLM extractions across each chain's reviews. Each score is (positive − negative) / total mentions, ranging −1 to +1. Numbers above zero mean customers say more positive than negative things about the aspect; below zero means the reverse.

Aspect Dirty Dog's Car Wash Tampa ModWash Winner
Wash Quality +0.79 +0.75 Dirty Dog's Car Wash Tampa
Staff & Customer Service +0.92 +0.94 ModWash
Wait Time +0.74 +0.64 Dirty Dog's Car Wash Tampa
Per-Wash Price +0.49 +0.24 Dirty Dog's Car Wash Tampa
Equipment Working +0.01 -0.33 Dirty Dog's Car Wash Tampa
Facility Cleanliness +0.83 +0.79 Dirty Dog's Car Wash Tampa
Membership Value +0.46 +0.25 Dirty Dog's Car Wash Tampa

Dirty Dog's Car Wash Tampa's strongest aspect in customer reviews is Staff & Customer Service (+0.92); the weakest is Equipment Working (+0.01). ModWash's strongest is Staff & Customer Service (+0.94); the weakest is Equipment Working (-0.33). Dirty Dog's Car Wash Tampa comes out ahead on Per-Wash Price, Equipment Working, Membership Value; ModWash doesn't have a clear win on any of the 7 pillars.

Dirty Dog's Car Wash Tampa has the lower cancellation-friction rate (9.2% vs 12.4% of mem-discussing reviews) — a meaningful gap. The dataset-wide rate is roughly 10–15%.

02 Format Mix

Do they operate the same format of car wash?

Format Dirty Dog's Car Wash Tampa ModWash
Full Service 2.4% 3.6%
Express Tunnel 3.0% 2.1%
Hand Wash 2.4% 1.5%
Detail Shop 2.1% 0.4%

Format share is computed across customer review mentions, not over locations. A chain with mostly express-tunnel sites but heavy detail-shop talk in reviews will show both at non-trivial rates.

Both chains are predominantly Express Tunnel operators, so they compete head-on for the same customer occasion. The choice between them is largely about brand, price point, location convenience, and customer experience rather than format differentiation.

03 Geographic Overlap

Where do Dirty Dog's Car Wash Tampa and ModWash compete?

Dirty Dog's Car Wash Tampa metros
4
MSAs with at least one Dirty Dog's Car Wash Tampa location
ModWash metros
32
MSAs with at least one ModWash location
Shared metros
2
where customers can choose between the two

Dirty Dog's Car Wash Tampa and ModWash compete head-to-head in 2 metropolitan statistical areas. In those shared markets, customers can choose between the two. In short: If customer-rating consistency is the deciding factor, ModWash is the safer pick; if avoiding vehicle damage is the priority, ModWash runs the lower reviewer-reported damage rate; if location convenience matters most, ModWash has more sites to choose from.

Frequently Asked Questions

About Dirty Dog's Car Wash Tampa vs ModWash

Dirty Dog's Car Wash Tampa vs ModWash: which is bigger?

+
ModWash is the larger operator with 127 locations across 12 states, compared to Dirty Dog's Car Wash Tampa's 10 locations across 3 states.

Which has the higher customer rating, Dirty Dog's Car Wash Tampa or ModWash?

+
ModWash is rated higher at 4.85★ across 182,068 Google reviews, vs Dirty Dog's Car Wash Tampa's 4.77★ across 11,481 reviews. The 0.08-star gap is computed as a review-weighted mean across each chain's locations.

Which has the lower damage rate, Dirty Dog's Car Wash Tampa or ModWash?

+
ModWash has the lower reviewer-reported damage rate at 0.83% of reviews mentioning vehicle damage, compared to Dirty Dog's Car Wash Tampa's 1.28%. Both rates are computed across WashIndex's LLM-extracted review pipeline.

Where do Dirty Dog's Car Wash Tampa and ModWash compete head-to-head?

+
Dirty Dog's Car Wash Tampa operates in 4 US metropolitan statistical areas and ModWash in 32. They overlap in 2 metros where customers can choose between the two operators. See each chain's profile for the full geographic breakdown.

About this comparison

Both chains' numbers are pulled from the same WashIndex per-location dataset — Google reviews processed through LLM extraction across 55 dimensions, format classification from each operator's website, and competitive-density analysis. See each chain's full profile — Dirty Dog's Car Wash Tampa / ModWash — for monthly trends, per-location drill-down, executive summary, and anomaly detection.

See our full methodology for the extraction pipeline, validation samples, and aggregation logic.

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