Build with
EV Intelligence

Returns AI prediction for whether a charger will be free or busy, plus the best time to charge today.

GET https://chargesmart.online/api/v1/predict?lat=51.5074&lon=-0.1278&hour=17&capacity=2&country=UK

{
  "success": true,
  "data": {
    "prediction": "busy",
    "probability_free": 23.4,
    "probability_busy": 76.6,
    "best_time_today": "22:00",
    "best_time_probability": 91.2,
    "inputs": { "lat": 51.5, "lon": -0.1, "hour": 17, ... }
  },
  "meta": { "version": "v1", "calls_remaining_today": 98 }
}

Returns areas with no EV charger within 5 miles, broken down by sub-region.

{
  "success": true,
  "data": {
    "region": "United Kingdom",
    "desert_percentage": 34.2,
    "total_desert_zones": 1847,
    "total_covered_zones": 3541,
    "charger_count": 52400,
    "breakdown": [
      { "name": "North West", "desert_pct": 67.3, "desert_zones": 412 },
      ...
    ]
  }
}

Calculate exact cost of an EV journey vs the petrol equivalent.

{
  "success": true,
  "data": {
    "miles": 100,
    "ev_cost": 7.84,
    "petrol_cost": 18.20,
    "saving": 10.36,
    "saving_pct": 56.9,
    "kwh_needed": 28.6,
    "co2_saved_kg": 33.5
  }
}

Calculate CO2 saved and money saved by driving electric vs petrol.

{
  "success": true,
  "data": {
    "co2_saved_per_trip_kg": 33.5,
    "co2_saved_annual_kg": 8710,
    "trees_equivalent": 400,
    "money_saved_annual": 2693.60
  }
}

Returns community ratings and fault reports for chargers near a location.

Returns hourly demand breakdown for a location — ideal for scheduling apps and dashboards.

{ "best_time_to_charge": "02:00", "worst_time_to_charge": "17:00",
  "peak_hours": [{"hour":17,"label":"17:00","demand_pct":8.2,"demand":"high"},...],
  "hourly_breakdown": [...24 hours...] }

Returns every charging operator in your target country with charger counts, capacity and location breakdown.

{ "total_operators": 24, "operators": [
  { "operator": "Tesla", "total_chargers": 4821, "avg_capacity": 8.2,
    "primary_location": "motorway", "countries": ["UK","US","EU"] }, ...
]}

Returns a scored grade (A-F) for how well-served an area is for EV charging. Used by estate agents, councils and urban planners.

{ "coverage_score": 73, "grade": "B", "verdict": "Good",
  "chargers_nearby": 42, "networks_present": 6,
  "has_fast_charging": true, "recommendation": "Well served area" }

Returns the closest chargers to a location, each with a live AI availability prediction. Perfect for navigation and EV apps.

{ "chargers": [
  { "lat": 51.51, "lon": -0.12, "operator": "Pod Point",
    "distance_miles": 0.3, "probability_free": 71.2,
    "prediction": "free", "capacity": 4 }, ...
]}

Returns gridded charger density data ready to render as a heatmap. Works with Leaflet, Mapbox, Google Maps.

{ "region": "uk", "total_points": 842, "max_density": 1240,
  "points": [{"lat":51.5,"lon":-0.1,"count":342,"intensity":0.27}, ...]}

Compare EV infrastructure stats across UK, US and EU. Used by researchers, journalists and policy makers.

{ "winner": "EU", "results": [
  { "country": "EU", "rank": 1, "chargers_per_100k": 48.2,
    "avg_capacity": 3.8, "top_operator": "Ionity" }, ...
]}

Compare any two or more charging networks head-to-head on coverage, capacity and location types.

{ "winner": "Tesla", "results": [
  { "operator": "Tesla", "total_chargers": 4821, "avg_capacity": 8.2,
    "countries": ["UK","US","EU"], "peak_hour": 17 },
  { "operator": "BP Pulse", "total_chargers": 2103, "avg_capacity": 2.1 }
]}

AI-powered hourly predictions for the next 24 hours. Nobody else offers this. Business tier and above.

{ "best_time": "02:00", "worst_time": "17:00",
  "hourly_forecast": [
    {"hour":0,"time":"00:00","probability_free":91.2,"prediction":"free","confidence":"high"},
    {"hour":17,"time":"17:00","probability_free":18.4,"prediction":"busy","confidence":"high"},
    ...24 hours total
]}

Scores how underserved a location is (0=well served, 100=charging desert). Used by councils, energy companies and network operators.

{ "gap_score": 84, "infrastructure_priority": "Critical",
  "chargers_within_1_mile": 0, "chargers_within_5_miles": 2,
  "recommendation": "Urgent infrastructure investment needed",
  "useful_for": ["Local councils","Energy companies","EV network operators"] }

Send up to 50 charger locations in one request and get AI predictions for all of them simultaneously. Essential for fleet operators.

POST /api/v1/predict/batch
Content-Type: application/json

{ "chargers": [
    { "id": "depot-1", "lat": 51.5, "lon": -0.1, "capacity": 4, "country": "UK" },
    { "id": "depot-2", "lat": 52.4, "lon": -1.9, "capacity": 2, "country": "UK" }
]}

{ "total_chargers": 2, "predicted_free": 1, "predicted_busy": 1,
  "results": [
    { "id": "depot-1", "probability_free": 73.2, "prediction": "free" },
    { "id": "depot-2", "probability_free": 31.8, "prediction": "busy" }
]}