LOCAL BENCHMARK · SPARSE
HVAC in Dayton, OH.
Every business below was observed on Google Maps for "hvac repair" targeted at Dayton. Review counts, ratings, and ranks are from the IMPIOUS benchmark snapshot (internal benchmark, Apr 2026).
MEDIAN REVIEWS — TOP 3
34
P25 — MIN TO COMPETE
2
AVG RATING — TOP 3
4.75
DENSITY TIER
SPARSE
TOP-3 MEDIAN REFERRING DOMAINS
54
TOP-3 MEDIAN DFS RANK
45
AI MENTIONS — TOP 3 CITED
0 / 3
AI PLATFORMS
none
| # | BUSINESS | REVIEWS | RATING | REF. DOMAINS | AI CITED |
|---|---|---|---|---|---|
| 1 | Butler Heating & Air Conditioning Repair | 670 | 4.6★ | 270 | — |
| 1 | Paul Allen Heating & Cooling | 30 | 5.0★ | 47 | — |
| 2 | Dayton Heating & Air Conditioning | 37 | 4.3★ | — | — |
| 3 | Howard Heating & Air Conditioning | 2 | 5.0★ | 54 | — |
| 3 | H & M Heating and Cooling Inc | 2 | 5.0★ | — | — |
| 4 | William Brockman & Sons, Inc. | 94 | 4.6★ | — | — |
Market read
The Dayton HVAC market shows a 42% spam rate among top-3 providers (internal benchmark, Apr 2026), indicating reputation management remains unresolved at scale. Median review count reaches 34 for leaders, yet average Google Business Profile completeness sits at 50/100—suggesting incomplete optimization despite established review volume. Review velocity averages 0.67 per month among top performers. The market qualifies as SPARSE density tier, with p25 entry floor at just 2 reviews. Backlink authority concentrates heavily: top-3 median referring domains total 54, with median DFS rank of 45. AI citation data shows ChatGPT names zero of Google's top-3 when queried for local HVAC repair. Businesses at pack entry face a two-front challenge: accumulating review volume while systematizing review quality to displace incumbents whose profiles remain partially incomplete.
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.