diff --git a/app/Http/Controllers/Api/StationController.php b/app/Http/Controllers/Api/StationController.php
index e7db66e..e792863 100644
--- a/app/Http/Controllers/Api/StationController.php
+++ b/app/Http/Controllers/Api/StationController.php
@@ -9,6 +9,7 @@ use App\Http\Resources\Api\StationResource;
 use App\Models\Search;
 use App\Models\Station;
 use App\Models\User;
+use App\Services\HaversineQuery;
 use App\Services\NationalFuelPredictionService;
 use App\Services\PlanFeatures;
 use App\Services\PostcodeService;
@@ -43,14 +44,12 @@ class StationController extends Controller
         $radius = $request->radius();
         $sort = $request->sort();
 
+        [$distanceSql, $distanceBindings] = HaversineQuery::distanceKm($lat, $lng);
+
         $all = Station::query()
             ->selectRaw(
-                'stations.*, spc.price_pence, spc.fuel_type, spc.price_effective_at,
-                (6371 * acos(GREATEST(-1.0, LEAST(1.0,
-                    cos(radians(?)) * cos(radians(lat)) * cos(radians(lng) - radians(?))
-                    + sin(radians(?)) * sin(radians(lat))
-                )))) AS distance_km',
-                [$lat, $lng, $lat],
+                "stations.*, spc.price_pence, spc.fuel_type, spc.price_effective_at, {$distanceSql} AS distance_km",
+                $distanceBindings,
             )
             ->join('station_prices_current as spc', function (JoinClause $join) use ($fuelType): void {
                 $join->on('stations.node_id', '=', 'spc.station_id')
diff --git a/app/Services/HaversineQuery.php b/app/Services/HaversineQuery.php
new file mode 100644
index 0000000..e8d684c
--- /dev/null
+++ b/app/Services/HaversineQuery.php
@@ -0,0 +1,41 @@
+<?php
+
+namespace App\Services;
+
+/**
+ * Builds canonical haversine SQL fragments for distance and within-radius
+ * filtering. Centralises the float-clamping (GREATEST/LEAST) and the column
+ * naming convention used across prediction and station search queries.
+ *
+ * Assumes the joined/queried table exposes columns `lat` and `lng`.
+ */
+final class HaversineQuery
+{
+    private const string DISTANCE_KM_SQL =
+        '(6371 * acos(GREATEST(-1.0, LEAST(1.0, '
+        .'cos(radians(?)) * cos(radians(lat)) * cos(radians(lng) - radians(?)) '
+        .'+ sin(radians(?)) * sin(radians(lat))))))';
+
+    /**
+     * Bare distance-in-km expression. Caller adds aliasing or comparison.
+     *
+     * @return array{0: string, 1: array{float, float, float}}
+     */
+    public static function distanceKm(float $lat, float $lng): array
+    {
+        return [self::DISTANCE_KM_SQL, [$lat, $lng, $lat]];
+    }
+
+    /**
+     * `<= {km}` predicate suitable for whereRaw. The radius is embedded as a
+     * numeric literal because PDO + SQLite's whereRaw binds floats as strings
+     * by default, which breaks numeric comparison against the haversine
+     * expression. The `float` parameter is type-checked and not user input.
+     *
+     * @return array{0: string, 1: array{float, float, float}}
+     */
+    public static function withinKm(float $lat, float $lng, float $km): array
+    {
+        return [self::DISTANCE_KM_SQL.' <= '.sprintf('%F', $km), [$lat, $lng, $lat]];
+    }
+}
diff --git a/app/Services/NationalFuelPredictionService.php b/app/Services/NationalFuelPredictionService.php
index 93f8b6b..bbae383 100644
--- a/app/Services/NationalFuelPredictionService.php
+++ b/app/Services/NationalFuelPredictionService.php
@@ -103,10 +103,12 @@ class NationalFuelPredictionService
     private function getCurrentAverage(FuelType $fuelType, ?float $lat, ?float $lng): float
     {
         if ($lat !== null && $lng !== null) {
+            [$radiusSql, $radiusBindings] = HaversineQuery::withinKm($lat, $lng, 50);
+
             $avg = DB::table('station_prices_current')
                 ->join('stations', 'station_prices_current.station_id', '=', 'stations.node_id')
                 ->where('station_prices_current.fuel_type', $fuelType->value)
-                ->whereRaw('(6371 * acos(LEAST(1.0, cos(radians(?)) * cos(radians(lat)) * cos(radians(lng) - radians(?)) + sin(radians(?)) * sin(radians(lat))))) <= 50', [$lat, $lng, $lat])
+                ->whereRaw($radiusSql, $radiusBindings)
                 ->avg('station_prices_current.price_pence');
 
             if ($avg !== null) {
@@ -392,11 +394,13 @@ class NationalFuelPredictionService
     private function computeRegionalMomentumSignal(FuelType $fuelType, float $lat, float $lng): array
     {
         // Regional momentum: compare trend of stations within 50km vs national trend
+        [$radiusSql, $radiusBindings] = HaversineQuery::withinKm($lat, $lng, 50);
+
         $rows = DB::table('station_prices')
             ->join('stations', 'station_prices.station_id', '=', 'stations.node_id')
             ->where('station_prices.fuel_type', $fuelType->value)
             ->where('station_prices.price_effective_at', '>=', now()->subDays(14))
-            ->whereRaw('(6371 * acos(CASE WHEN (cos(radians(?)) * cos(radians(lat)) * cos(radians(lng) - radians(?)) + sin(radians(?)) * sin(radians(lat))) > 1.0 THEN 1.0 ELSE (cos(radians(?)) * cos(radians(lat)) * cos(radians(lng) - radians(?)) + sin(radians(?)) * sin(radians(lat))) END)) <= 50', [$lat, $lng, $lat, $lat, $lng, $lat])
+            ->whereRaw($radiusSql, $radiusBindings)
             ->selectRaw('DATE(station_prices.price_effective_at) as day, AVG(station_prices.price_pence) as avg_price')
             ->groupBy('day')
             ->orderBy('day')
@@ -668,11 +672,13 @@ class NationalFuelPredictionService
         $dateString = $date->toDateString();
 
         if ($lat !== null && $lng !== null) {
+            [$radiusSql, $radiusBindings] = HaversineQuery::withinKm($lat, $lng, 50);
+
             $regional = DB::table('station_prices')
                 ->join('stations', 'station_prices.station_id', '=', 'stations.node_id')
                 ->where('station_prices.fuel_type', $fuelType->value)
                 ->whereDate('station_prices.price_effective_at', $dateString)
-                ->whereRaw('(6371 * acos(LEAST(1.0, cos(radians(?)) * cos(radians(lat)) * cos(radians(lng) - radians(?)) + sin(radians(?)) * sin(radians(lat))))) <= 50', [$lat, $lng, $lat])
+                ->whereRaw($radiusSql, $radiusBindings)
                 ->avg('station_prices.price_pence');
 
             if ($regional !== null) {
@@ -697,11 +703,13 @@ class NationalFuelPredictionService
         $usedRegional = false;
 
         if ($lat !== null && $lng !== null) {
+            [$radiusSql, $radiusBindings] = HaversineQuery::withinKm($lat, $lng, 50);
+
             $rows = DB::table('station_prices')
                 ->join('stations', 'station_prices.station_id', '=', 'stations.node_id')
                 ->where('station_prices.fuel_type', $fuelType->value)
                 ->where('station_prices.price_effective_at', '>=', now()->subDays($days)->startOfDay())
-                ->whereRaw('(6371 * acos(LEAST(1.0, cos(radians(?)) * cos(radians(lat)) * cos(radians(lng) - radians(?)) + sin(radians(?)) * sin(radians(lat))))) <= 50', [$lat, $lng, $lat])
+                ->whereRaw($radiusSql, $radiusBindings)
                 ->selectRaw('DATE(station_prices.price_effective_at) as day, AVG(station_prices.price_pence) as avg_price')
                 ->groupBy('day')
                 ->orderBy('day')