Every metric and model, one API key away.

curl https://api.mapdove.com/api/v1/sdss/huff \
  -H "Authorization: Bearer $MAPDOVE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"city":"austin","category":"coffee","lng":-97.705,"lat":30.298,"sqft":2200,"brand_strength":1.1}'

const res = await fetch('https://api.mapdove.com/api/v1/sdss/huff', {
  method: 'POST',
  headers: {
    Authorization: `Bearer ${process.env.MAPDOVE_API_KEY}`,
    'Content-Type': 'application/json',
  },
  body: JSON.stringify({
    "city": "austin",
    "category": "coffee",
    "lng": -97.705,
    "lat": 30.298,
    "sqft": 2200,
    "brand_strength": 1.1
  }),
});
if (!res.ok) throw new Error((await res.json()).error.message);
const forecast = await res.json();
console.log(forecast.predicted_daily_visits, forecast.total_cannibalized_daily);

import os, requests

r = requests.post(
    "https://api.mapdove.com/api/v1/sdss/huff",
    headers={"Authorization": f"Bearer {os.environ['MAPDOVE_API_KEY']}"},
    json={"city": "austin", "category": "coffee", "lng": -97.705, "lat": 30.298,
          "sqft": 2200, "brand_strength": 1.1},
    timeout=30,
)
r.raise_for_status()
f = r.json()
print(f["predicted_daily_visits"], f["market_share"], len(f["impacted"]))

{
  "attractiveness": 1.29,
  "calibration_k": 0.0138,
  "predicted_daily_visits": 397,
  "predicted_annual_visits": 145002,
  "market_share": 0.0338,
  "category_avg_daily_visits": 345,
  "total_cannibalized_daily": 381,
  "impacted": [
    { "place_id": 118, "name": "Bean Republic · Mueller", "distance_km": 0.84,
      "current_daily_visits": 402, "delta_daily_visits": -61, "delta_pct": -15.2 }
  ],
  "trade_area": { "type": "FeatureCollection", "features": [ "…" ] }
}