LOCAL BENCHMARK · MEDIUM
Restaurants in Madison, WI.
Every business below was observed on Google Maps for "restaurant" targeted at Madison. Review counts, ratings, and ranks are from the IMPIOUS benchmark snapshot (internal benchmark, Apr 2026).
MEDIAN REVIEWS — TOP 3
192
P25 — MIN TO COMPETE
165
AVG RATING — TOP 3
4.63
DENSITY TIER
MEDIUM
TOP-3 MEDIAN REFERRING DOMAINS
94
TOP-3 MEDIAN DFS RANK
89
AI MENTIONS — TOP 3 CITED
0 / 3
AI PLATFORMS
none
| # | BUSINESS | REVIEWS | RATING | REF. DOMAINS | AI CITED |
|---|---|---|---|---|---|
| 1 | Chin up 麦屯小吃 | 165 | 4.9★ | 69939 | — |
| 2 | Valentia Coffee | 192 | 4.3★ | 51 | — |
| 3 | Estacion Inka | 769 | 4.7★ | 94 | — |
| 4 | The Stuffed Olive - Madison | 495 | 4.5★ | — | — |
| 5 | The Harvey House | 910 | 4.7★ | — | — |
| 6 | Bombay Fast Cafe | 113 | 4.9★ | — | — |
| 7 | Izakaya Kuroyama | 1386 | 4.7★ | — | — |
| 8 | Himali Chulo Nepali/ Tibetan Restaurant | 4 | 5.0★ | — | — |
| 9 | Ian’s Pizza Madison | Frances Street | 1494 | 4.6★ | — | — |
| 10 | Senjoy Chinese Cuisine | 74 | 4.6★ | — | — |
| 11 | Dotty Dumpling's Dowry | 2460 | 4.6★ | — | — |
| 12 | Slow Food UW | 28 | 4.7★ | — | — |
| 13 | State Street Brats | 1778 | 4.1★ | — | — |
| 14 | The Globe | 805 | 4.8★ | — | — |
| 15 | Sweet Home Wisconsin | 577 | 4.6★ | — | — |
| 16 | Nitty Gritty-Madison | 2475 | 4.2★ | — | — |
| 17 | Steenbock's On Orchard | 199 | 4.4★ | — | — |
| 18 | Greenbush Bar | 434 | 4.6★ | — | — |
| 19 | Kettle Black Kitchen | 207 | 4.7★ | — | — |
| 20 | Paul's Pel'meni | 1762 | 4.7★ | — | — |
Market read
Madison's top-3 restaurants show zero review velocity despite median review counts of 192 (internal benchmark, Apr 2026), suggesting market saturation among category leaders. The pack entry floor sits at 165 reviews, with top-3 median completeness averaging 72/100 across Google Business Profile signals. Notably, ChatGPT names none of these establishments when prompted for "best restaurant in Madison, WI"—a gap between local dominance and AI recommendation surfaces. Backlink authority remains concentrated, with top-3 median referring domains at 94. For a p25 competitor, reaching top-3 status requires closing the 27-review gap while addressing the AI citation deficit that currently favors unnamed alternatives in generative search.
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.