Beagle tracks the operational reality of India's fastest-growing home-help category — Snabbit and Urban Company InstaHelp — straight from the source. Live pricing, worker supply, utilization, city-by-city footprint and booking velocity. Built for funds sizing the category and watching Urban Company into its IPO.
A fixed geo-panel sampled gently and consistently — so week-over-week deltas are real, not sampling noise. Every metric is normalized across both operators.
Live count of on-ground workers per neighbourhood, and how the fleet grows week over week — the cleanest read on scale.
Snabbit: ~1,021 live statuses / sweepShare of workers on a job right now, by city and time-of-day — a direct proxy for demand density and unit economics.
Snabbit sample util: 43%Per-duration, per-tier prices and every promo, by city — captured daily to catch each change the day it ships.
UC InstaHelp start: ₹59–₹79Whether "instant" is actually instant — real arrival promises and how often the fast lane is live per area.
UC instant-live: 10/28 pointsWhich neighbourhoods and cities are switched on — new-market launches surface as a leading growth indicator.
Snabbit 20 · UC 28 live pointsOrder-sequence and cumulative-booking counters, differenced over time to estimate daily volume and GMV run-rate.
funnel + counter deltasWe read the actual on-ground worker network per neighbourhood in real time — headcount and busy/free state. Download-rank panels can't see supply; we count it directly (aggregated, never individual).
Monotonic order and booking counters, sampled at fixed intervals, give a defensible read on volume growth — the number that actually moves a private valuation.
Real rows, captured today. The full feed adds pricing ladders, offers, per-slot fill, and history — as CSV, Parquet, or API.
| Operator | City | Area | Workers | Util | ETA min | Instant | Homes served | UC Std | UC Gold |
|---|---|---|---|---|---|---|---|---|---|
| Snabbit | Bangalore | HSR Layout | 39 | 92% | — | ○ | 10K+ | — | — |
| Snabbit | Bangalore | HSR Layout | 35 | 91% | — | ○ | 10K+ | — | — |
| Snabbit | Bangalore | Indiranagar | 29 | 55% | 12 | ● | 7,001 | — | — |
| Snabbit | Bangalore | Indiranagar | 26 | 50% | 7 | ● | 7,001 | — | — |
| Snabbit | Delhi | Dwarka | 59 | 63% | 11 | ● | — | — | — |
| Snabbit | Delhi | Dwarka | 53 | 58% | 13 | ● | — | — | — |
| UC InstaHelp | Bangalore | HSR Layout | — | — | 50 | ● | — | ₹59 | ₹89 |
| UC InstaHelp | Bangalore | Indiranagar | — | — | — | ○ | — | ₹69 | — |
| UC InstaHelp | Bangalore | Jayanagar | — | — | — | ○ | — | ₹79 | — |
| UC InstaHelp | Bangalore | Koramangala | — | — | — | ○ | — | ₹69 | ₹99 |
| UC InstaHelp | Bangalore | Whitefield | — | — | — | ○ | — | ₹69 | ₹99 |
| UC InstaHelp | Mumbai | Andheri West | — | — | — | ○ | — | ₹59 | ₹79 |
Supply, utilization & availability every 2 hours across operating hours. Pricing, offers and booking counters daily. Footprint sweeps weekly.
Mumbai, Delhi-NCR, Bangalore, Pune, Hyderabad, Chennai, Kolkata and more — a fixed neighbourhood panel held constant for clean time-series.
Daily CSV / Parquet drops, a queryable API, and a change-alert stream (new city, price move, promo launch, supply swing).
Two-week evaluation feed with full history for both operators. Tell us the tickers and geographies you care about.
data@beaglehq.com