add poi type to feed item shape

AGENTS.md

@@ -0,0 +1,73 @@
+# agents.md
+
+This monorepo contains two cooperating apps that together provide a “Google Now on Glass” experience. The system is deliberately split so that heavy computation and data access live on the phone, while Glass remains a lightweight, glance-first client.
+
+---
+
+## IrisCompanion (iOS)
+
+**Role:** Context engine and system brain.
+
+**Responsibilities:**
+- Collect user context (location, time, calendar, environment).
+- Generate a small, ranked set of “Now” cards.
+- Decide what matters *right now* and suppress noise.
+- Act as the source of truth for card content and ordering.
+- Deliver updates to Glass over a low-power Bluetooth channel.
+
+**Design principles:**
+- Phone does the thinking; Glass does the displaying.
+- Strong throttling and expiry to avoid notification fatigue.
+- Cards are ephemeral and contextual, not a permanent feed.
+- Battery-conscious: push updates only when context changes.
+
+**What it is not:**
+- Not a UI-heavy app.
+- Not a timeline renderer.
+- Not dependent on Glass-specific UI concepts.
+
+---
+
+## IrisGlass (Google Glass Explorer)
+
+**Role:** Glanceable display and interaction surface.
+
+**Responsibilities:**
+- Maintain a lightweight connection to IrisCompanion.
+- Receive and cache the current “Now” state.
+- Present the most relevant card as a persistent Glass surface.
+- Recover automatically from disconnects.
+- Optionally expose limited interaction (dismiss, snooze).
+
+**Design principles:**
+- One primary surface, always available.
+- Fast to glance, minimal user effort.
+- No local decision-making about importance.
+- Prefer replacement over accumulation of cards.
+
+**What it is not:**
+- Not a launcher replacement.
+- Not a full feed manager.
+- Not a context engine.
+
+---
+
+## System Philosophy
+
+- **Single source of truth:** IrisCompanion decides; IrisGlass renders.
+- **Low noise:** Fewer cards, higher confidence.
+- **Glass-native:** Respect the timeline and LiveCard patterns.
+- **Battery first:** Bluetooth over Wi-Fi; minimal background work.
+- **Ephemeral by default:** Cards expire and disappear naturally.
+
+---
+
+## Evolution Notes
+
+- Early development may use fixture data and diagnostic UIs.
+- Additional card types can be added incrementally.
+- More advanced ranking or summarisation may be introduced later.
+- Timeline publishing should remain limited and intentional.
+
+End of file.
+

IrisCompanion/iris.xcodeproj/project.pbxproj

@@ -415,7 +415,11 @@
 				ENABLE_PREVIEWS = YES;
 				GENERATE_INFOPLIST_FILE = YES;
 				INFOPLIST_FILE = iris/Info.plist;
+				INFOPLIST_KEY_NSAppleMusicUsageDescription = "Allow access to your Now Playing information to show music on Glass.";
 				INFOPLIST_KEY_NSBluetoothAlwaysUsageDescription = "Allow Bluetooth to send context updates to Glass.";
+				INFOPLIST_KEY_NSCalendarsUsageDescription = "Allow calendar access to show upcoming events on Glass.";
+				INFOPLIST_KEY_NSLocationAlwaysAndWhenInUseUsageDescription = "Allow background location access to keep Glass context updated while moving.";
+				INFOPLIST_KEY_NSLocationWhenInUseUsageDescription = "Allow location access to compute context cards for Glass.";
 				INFOPLIST_KEY_UIApplicationSceneManifest_Generation = YES;
 				INFOPLIST_KEY_UIApplicationSupportsIndirectInputEvents = YES;
 				INFOPLIST_KEY_UILaunchScreen_Generation = YES;
@@ -446,7 +450,11 @@
 				ENABLE_PREVIEWS = YES;
 				GENERATE_INFOPLIST_FILE = YES;
 				INFOPLIST_FILE = iris/Info.plist;
+				INFOPLIST_KEY_NSAppleMusicUsageDescription = "Allow access to your Now Playing information to show music on Glass.";
 				INFOPLIST_KEY_NSBluetoothAlwaysUsageDescription = "Allow Bluetooth to send context updates to Glass.";
+				INFOPLIST_KEY_NSCalendarsUsageDescription = "Allow calendar access to show upcoming events on Glass.";
+				INFOPLIST_KEY_NSLocationAlwaysAndWhenInUseUsageDescription = "Allow background location access to keep Glass context updated while moving.";
+				INFOPLIST_KEY_NSLocationWhenInUseUsageDescription = "Allow location access to compute context cards for Glass.";
 				INFOPLIST_KEY_UIApplicationSceneManifest_Generation = YES;
 				INFOPLIST_KEY_UIApplicationSupportsIndirectInputEvents = YES;
 				INFOPLIST_KEY_UILaunchScreen_Generation = YES;

IrisCompanion/iris/DataSources/POIDataSource.swift

@@ -7,17 +7,46 @@
 
 import CoreLocation
 import Foundation
+import MapKit
 
 struct POIDataSourceConfig: Sendable {
-    var maxCandidates: Int = 3
+    var maxCandidates: Int = 2
+    var searchRadiusMeters: CLLocationDistance = 600
+    var transitBoostRadiusMeters: CLLocationDistance = 200
+    var walkingSpeedMps: Double = 1.4
+    var minTTLSeconds: Int = 60
+    var maxTTLSeconds: Int = 20 * 60
     init() {}
 }
 
-/// Placeholder POI source. Hook point for MapKit / local cache / server-driven POIs.
+/// MapKit-backed POI source.
 final class POIDataSource {
+    enum POIType: String, Codable, CaseIterable, Sendable {
+        case transit = "TRANSIT"
+        case cafe = "CAFE"
+        case food = "FOOD"
+        case park = "PARK"
+        case shopping = "SHOPPING"
+        case grocery = "GROCERY"
+        case fitness = "FITNESS"
+        case entertainment = "ENTERTAINMENT"
+        case health = "HEALTH"
+        case lodging = "LODGING"
+        case education = "EDUCATION"
+        case services = "SERVICES"
+        case other = "OTHER"
+    }
+
     struct POI: Sendable, Equatable {
         let id: String
         let name: String
+        let category: String
+        let poiType: POIType
+        let distanceMeters: CLLocationDistance
+        let walkingMinutes: Int
+        let ttlSec: Int
+        let confidence: Double
+        let isTransit: Bool
     }
 
     private let config: POIDataSourceConfig
@@ -27,11 +56,216 @@ final class POIDataSource {
     }
 
     func data(for location: CLLocation, now: Int) async throws -> [POI] {
-        // Phase 1 stub: return nothing.
+        print("finding pois for location \(location)")
-        // (Still async/throws so the orchestrator can treat it uniformly with real implementations later.)
+        
-        _ = config
-        _ = location
         _ = now
-        return []
+
+        let request = MKLocalPointsOfInterestRequest(
+            center: location.coordinate,
+            radius: config.searchRadiusMeters
+        )
+        request.pointOfInterestFilter = .includingAll
+
+        let items = try await search(request: request)
+        
+        print(items)
+
+        var results: [POI] = []
+        results.reserveCapacity(min(items.count, config.maxCandidates))
+        var seen: Set<String> = []
+
+        for item in items {
+            let name = (item.name ?? "").trimmingCharacters(in: .whitespacesAndNewlines)
+            guard !name.isEmpty else { continue }
+
+            let coordinate = item.placemark.coordinate
+            let itemLocation = item.placemark.location ?? CLLocation(latitude: coordinate.latitude, longitude: coordinate.longitude)
+            let distance = location.distance(from: itemLocation)
+            guard distance <= config.searchRadiusMeters else { continue }
+
+            let mkCategory = item.pointOfInterestCategory
+            let categoryRaw = mkCategory?.rawValue
+            let category = categoryLabel(from: categoryRaw)
+            let poiType = poiType(for: mkCategory, categoryRaw: categoryRaw, name: name)
+            let isTransit = poiType == .transit
+            let walkingMinutes = walkingMinutes(for: distance)
+            let ttlSec = ttlSeconds(radius: config.searchRadiusMeters, speed: location.speed)
+            let confidence = confidenceScore(distance: distance, isTransit: isTransit)
+
+            let id = stableId(name: name, coordinate: coordinate, category: poiType.rawValue)
+            guard !seen.contains(id) else { continue }
+            seen.insert(id)
+
+            results.append(
+                POI(
+                    id: id,
+                    name: name,
+                    category: category,
+                    poiType: poiType,
+                    distanceMeters: distance,
+                    walkingMinutes: walkingMinutes,
+                    ttlSec: ttlSec,
+                    confidence: confidence,
+                    isTransit: isTransit
+                )
+            )
+        }
+
+        results.sort {
+            if $0.confidence == $1.confidence {
+                return $0.distanceMeters < $1.distanceMeters
+            }
+            return $0.confidence > $1.confidence
+        }
+
+        if results.count > config.maxCandidates {
+            return Array(results.prefix(config.maxCandidates))
+        }
+        return results
     }
+
+    private func search(request: MKLocalPointsOfInterestRequest) async throws -> [MKMapItem] {
+        try await withCheckedThrowingContinuation { continuation in
+            let search = MKLocalSearch(request: request)
+            search.start { response, error in
+                if let error {
+                    continuation.resume(throwing: error)
+                    return
+                }
+                continuation.resume(returning: response?.mapItems ?? [])
+            }
+        }
+    }
+
+    private func stableId(name: String, coordinate: CLLocationCoordinate2D, category: String) -> String {
+        let lat = String(format: "%.5f", coordinate.latitude)
+        let lon = String(format: "%.5f", coordinate.longitude)
+        let rawCategory = category.lowercased()
+        let raw = "poi:\(rawCategory):\(name):\(lat):\(lon)"
+        return raw
+            .replacingOccurrences(of: " ", with: "_")
+            .replacingOccurrences(of: "\n", with: "_")
+            .replacingOccurrences(of: "\t", with: "_")
+    }
+
+    private func walkingMinutes(for distanceMeters: CLLocationDistance) -> Int {
+        let speed = max(config.walkingSpeedMps, 0.5)
+        let seconds = distanceMeters / speed
+        let minutes = Int(ceil(seconds / 60.0))
+        return max(1, minutes)
+    }
+
+    private func ttlSeconds(radius: CLLocationDistance, speed: CLLocationSpeed) -> Int {
+        let safeSpeed = max(speed, 0.5)
+        let secondsToExit = radius / safeSpeed
+        let ttl = Int(secondsToExit.rounded())
+        return min(max(ttl, config.minTTLSeconds), config.maxTTLSeconds)
+    }
+
+    private func confidenceScore(distance: CLLocationDistance, isTransit: Bool) -> Double {
+        let normalized = max(0.0, min(1.0, 1.0 - (distance / max(config.searchRadiusMeters, 1))))
+        let base = isTransit ? 0.55 : 0.25
+        let range = isTransit ? 0.25 : 0.2
+        let transitBoost = (isTransit && distance <= config.transitBoostRadiusMeters) ? 0.1 : 0.0
+        return min(max(base + (range * normalized) + transitBoost, 0.0), 0.9)
+    }
+
+    private func categoryLabel(from raw: String?) -> String {
+        guard var raw = raw else { return "Place" }
+        if raw.hasPrefix("MKPOICategory") {
+            raw = String(raw.dropFirst("MKPOICategory".count))
+        }
+        raw = raw.replacingOccurrences(of: "_", with: " ").replacingOccurrences(of: "-", with: " ")
+        if raw.isEmpty { return "Place" }
+
+        var result = ""
+        for scalar in raw.unicodeScalars {
+            if CharacterSet.uppercaseLetters.contains(scalar),
+               let last = result.unicodeScalars.last,
+               !CharacterSet.whitespaces.contains(last) {
+                result.append(" ")
+            }
+            result.append(String(scalar))
+        }
+        let trimmed = result.trimmingCharacters(in: .whitespacesAndNewlines)
+        return trimmed.isEmpty ? "Place" : trimmed
+    }
+
+    private func isTransitCategory(categoryRaw: String?, name: String) -> Bool {
+        let haystack = ([categoryRaw, name].compactMap { $0 }.joined(separator: " ")).lowercased()
+        let tokens = ["bus", "train", "rail", "subway", "metro", "tram", "ferry", "transit", "transport"]
+        return tokens.contains { haystack.contains($0) }
+    }
+
+    private func poiType(for category: MKPointOfInterestCategory?, categoryRaw: String?, name: String) -> POIType {
+        if let category {
+            switch category {
+            case .publicTransport, .airport:
+                return .transit
+            case .cafe:
+                return .cafe
+            case .restaurant, .bakery, .brewery, .winery:
+                return .food
+            case .foodMarket:
+                return .grocery
+            case .park, .nationalPark, .beach, .campground, .marina:
+                return .park
+            case .fitnessCenter:
+                return .fitness
+            case .hotel:
+                return .lodging
+            case .school, .university, .library:
+                return .education
+            case .hospital, .pharmacy:
+                return .health
+            case .store:
+                return .shopping
+            case .movieTheater, .museum, .nightlife, .amusementPark, .aquarium, .stadium, .theater, .zoo:
+                return .entertainment
+            case .atm, .bank, .postOffice, .police, .fireStation, .parking, .laundry, .carRental, .evCharger, .restroom:
+                return .services
+            default:
+                break
+            }
+        }
+
+        if isTransitCategory(categoryRaw: categoryRaw, name: name) {
+            return .transit
+        }
+
+        let lower = name.lowercased()
+        if lower.contains("cafe") || lower.contains("coffee") {
+            return .cafe
+        }
+        if lower.contains("restaurant") || lower.contains("pizza") || lower.contains("food") {
+            return .food
+        }
+        if lower.contains("market") || lower.contains("grocery") {
+            return .grocery
+        }
+        if lower.contains("park") {
+            return .park
+        }
+        if lower.contains("gym") || lower.contains("fitness") {
+            return .fitness
+        }
+        if lower.contains("museum") || lower.contains("theater") || lower.contains("cinema") || lower.contains("zoo") {
+            return .entertainment
+        }
+        if lower.contains("school") || lower.contains("university") || lower.contains("college") {
+            return .education
+        }
+        if lower.contains("hotel") {
+            return .lodging
+        }
+        if lower.contains("hospital") || lower.contains("pharmacy") {
+            return .health
+        }
+        if lower.contains("mall") || lower.contains("store") || lower.contains("shop") {
+            return .shopping
+        }
+
+        return .other
+    }
+
 }

IrisCompanion/iris/Info.plist

@@ -2,18 +2,10 @@
 <!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
 <plist version="1.0">
 <dict>
-	<key>NSBluetoothAlwaysUsageDescription</key>
+	<key>MKDirectionsApplicationSupportedModes</key>
-	<string>Allow Bluetooth to send context updates to Glass.</string>
+	<array/>
-	<key>NSCalendarsUsageDescription</key>
-	<string>Allow calendar access to show upcoming events on Glass.</string>
 	<key>NSCalendarsFullAccessUsageDescription</key>
 	<string>Allow full calendar access to show upcoming events on Glass.</string>
-	<key>NSAppleMusicUsageDescription</key>
-	<string>Allow access to your Now Playing information to show music on Glass.</string>
-	<key>NSLocationWhenInUseUsageDescription</key>
-	<string>Allow location access to compute context cards for Glass.</string>
-	<key>NSLocationAlwaysAndWhenInUseUsageDescription</key>
-	<string>Allow background location access to keep Glass context updated while moving.</string>
 	<key>UIBackgroundModes</key>
 	<array>
 		<string>bluetooth-peripheral</string>

IrisCompanion/iris/Models/FeedEnvelope.swift

@@ -36,6 +36,7 @@ struct FeedItem: Codable, Equatable {
     let ttlSec: Int
     let condition: WeatherKit.WeatherCondition?
     let startsAt: Int?
+    let poiType: POIDataSource.POIType?
     let bucket: Bucket
     let actions: [String]
 
@@ -48,6 +49,7 @@ struct FeedItem: Codable, Equatable {
         case ttlSec = "ttl_sec"
         case condition
         case startsAt = "starts_at"
+        case poiType = "poi_type"
         case bucket
         case actions
     }
@@ -60,6 +62,7 @@ struct FeedItem: Codable, Equatable {
          ttlSec: Int,
          condition: WeatherKit.WeatherCondition? = nil,
          startsAt: Int? = nil,
+         poiType: POIDataSource.POIType? = nil,
          bucket: Bucket,
          actions: [String]) {
         self.id = id
@@ -70,6 +73,7 @@ struct FeedItem: Codable, Equatable {
         self.ttlSec = ttlSec
         self.condition = condition
         self.startsAt = startsAt
+        self.poiType = poiType
         self.bucket = bucket
         self.actions = actions
     }
@@ -85,6 +89,11 @@ struct FeedItem: Codable, Equatable {
         bucket = try container.decode(Bucket.self, forKey: .bucket)
         actions = try container.decode([String].self, forKey: .actions)
         startsAt = try container.decodeIfPresent(Int.self, forKey: .startsAt)
+        if let raw = try container.decodeIfPresent(String.self, forKey: .poiType) {
+            poiType = POIDataSource.POIType(rawValue: raw) ?? .other
+        } else {
+            poiType = nil
+        }
 
         if let encoded = try container.decodeIfPresent(String.self, forKey: .condition) {
             condition = WeatherKit.WeatherCondition.irisDecode(encoded)
@@ -104,6 +113,9 @@ struct FeedItem: Codable, Equatable {
         try container.encode(bucket, forKey: .bucket)
         try container.encode(actions, forKey: .actions)
         try container.encodeIfPresent(startsAt, forKey: .startsAt)
+        if let poiType {
+            try container.encode(poiType.rawValue, forKey: .poiType)
+        }
         if let condition {
             try container.encode(condition.irisScreamingCase(), forKey: .condition)
         }

IrisCompanion/iris/Models/FeedStore.swift

@@ -132,6 +132,7 @@ final class FeedStore {
                 ttlSec: ttl,
                 condition: card.condition,
                 startsAt: card.startsAt,
+                poiType: card.poiType,
                 bucket: card.bucket,
                 actions: card.actions
             )

IrisCompanion/iris/Models/HeuristicRanker.swift

@@ -75,6 +75,7 @@ final class HeuristicRanker {
             ttlSec: max(1, best.item.ttlSec),
             condition: best.item.condition,
             startsAt: best.item.startsAt,
+            poiType: best.item.poiType,
             bucket: .rightNow,
             actions: ["DISMISS"]
         )

IrisCompanion/iris/Models/POIType.swift

@@ -0,0 +1,84 @@
+//
+//  POIType.swift
+//  iris
+//
+//  Created by Codex.
+//
+
+import Foundation
+
+enum POIType: String, Codable, CaseIterable, Sendable {
+    case animalService = "MKPOICategoryAnimalService"
+    case airport = "MKPOICategoryAirport"
+    case amusementPark = "MKPOICategoryAmusementPark"
+    case aquarium = "MKPOICategoryAquarium"
+    case atm = "MKPOICategoryATM"
+    case automotiveRepair = "MKPOICategoryAutomotiveRepair"
+    case bakery = "MKPOICategoryBakery"
+    case bank = "MKPOICategoryBank"
+    case baseball = "MKPOICategoryBaseball"
+    case basketball = "MKPOICategoryBasketball"
+    case beach = "MKPOICategoryBeach"
+    case beauty = "MKPOICategoryBeauty"
+    case bowling = "MKPOICategoryBowling"
+    case brewery = "MKPOICategoryBrewery"
+    case cafe = "MKPOICategoryCafe"
+    case campground = "MKPOICategoryCampground"
+    case carRental = "MKPOICategoryCarRental"
+    case castle = "MKPOICategoryCastle"
+    case conventionCenter = "MKPOICategoryConventionCenter"
+    case distillery = "MKPOICategoryDistillery"
+    case evCharger = "MKPOICategoryEVCharger"
+    case fairground = "MKPOICategoryFairground"
+    case fireStation = "MKPOICategoryFireStation"
+    case fishing = "MKPOICategoryFishing"
+    case fitnessCenter = "MKPOICategoryFitnessCenter"
+    case foodMarket = "MKPOICategoryFoodMarket"
+    case fortress = "MKPOICategoryFortress"
+    case gasStation = "MKPOICategoryGasStation"
+    case golf = "MKPOICategoryGolf"
+    case goKart = "MKPOICategoryGoKart"
+    case hiking = "MKPOICategoryHiking"
+    case hospital = "MKPOICategoryHospital"
+    case hotel = "MKPOICategoryHotel"
+    case kayaking = "MKPOICategoryKayaking"
+    case landmark = "MKPOICategoryLandmark"
+    case laundry = "MKPOICategoryLaundry"
+    case library = "MKPOICategoryLibrary"
+    case mailbox = "MKPOICategoryMailbox"
+    case marina = "MKPOICategoryMarina"
+    case miniGolf = "MKPOICategoryMiniGolf"
+    case movieTheater = "MKPOICategoryMovieTheater"
+    case museum = "MKPOICategoryMuseum"
+    case musicVenue = "MKPOICategoryMusicVenue"
+    case nationalMonument = "MKPOICategoryNationalMonument"
+    case nationalPark = "MKPOICategoryNationalPark"
+    case nightlife = "MKPOICategoryNightlife"
+    case park = "MKPOICategoryPark"
+    case parking = "MKPOICategoryParking"
+    case pharmacy = "MKPOICategoryPharmacy"
+    case planetarium = "MKPOICategoryPlanetarium"
+    case police = "MKPOICategoryPolice"
+    case postOffice = "MKPOICategoryPostOffice"
+    case publicTransport = "MKPOICategoryPublicTransport"
+    case restaurant = "MKPOICategoryRestaurant"
+    case restroom = "MKPOICategoryRestroom"
+    case rockClimbing = "MKPOICategoryRockClimbing"
+    case rvPark = "MKPOICategoryRVPark"
+    case school = "MKPOICategorySchool"
+    case skatePark = "MKPOICategorySkatePark"
+    case skating = "MKPOICategorySkating"
+    case skiing = "MKPOICategorySkiing"
+    case soccer = "MKPOICategorySoccer"
+    case spa = "MKPOICategorySpa"
+    case stadium = "MKPOICategoryStadium"
+    case store = "MKPOICategoryStore"
+    case surfing = "MKPOICategorySurfing"
+    case swimming = "MKPOICategorySwimming"
+    case tennis = "MKPOICategoryTennis"
+    case theater = "MKPOICategoryTheater"
+    case university = "MKPOICategoryUniversity"
+    case winery = "MKPOICategoryWinery"
+    case volleyball = "MKPOICategoryVolleyball"
+    case zoo = "MKPOICategoryZoo"
+}

IrisCompanion/iris/Orchestrator/ContextOrchestrator.swift

@@ -162,18 +162,23 @@ final class ContextOrchestrator: NSObject, ObservableObject {
             return (true, "initial")
         }
         let now = Date()
-        if let last = lastRecomputeAt, now.timeIntervalSince(last) > 15 * 60 {
+        let speed = max(0, location.speed)
-            return (true, "timer_15m")
+        let moving = speed >= 1.0
+        let maxInterval: TimeInterval = moving ? 5 * 60 : 15 * 60
+        if let last = lastRecomputeAt, now.timeIntervalSince(last) > maxInterval {
+            return (true, moving ? "timer_5m_moving" : "timer_15m")
         }
         if let lastLoc = lastRecomputeLocation {
             let dist = location.distance(from: lastLoc)
-            if dist > 250 {
+            let distanceThreshold: CLLocationDistance = moving ? 100 : 250
-                return (true, "moved_250m")
+            if dist > distanceThreshold {
+                return (true, moving ? "moved_100m_moving" : "moved_250m")
             }
         }
         if let lastAcc = lastRecomputeAccuracy, location.horizontalAccuracy > 0, lastAcc > 0 {
-            if lastAcc - location.horizontalAccuracy > 50 {
+            let improvementThreshold: CLLocationAccuracy = moving ? 30 : 50
-                return (true, "accuracy_improved_50m")
+            if lastAcc - location.horizontalAccuracy > improvementThreshold {
+                return (true, moving ? "accuracy_improved_30m" : "accuracy_improved_50m")
             }
         }
         return (false, "no_trigger")
@@ -217,6 +222,7 @@ final class ContextOrchestrator: NSObject, ObservableObject {
 
         var rightNowCandidates: [HeuristicRanker.Ranked] = []
         var calendarItems: [FeedItem] = []
+        var poiItems: [FeedItem] = []
         var weatherNowItem: FeedItem? = nil
         var fetchFailed = false
         var wxDiagnostics: [String: String] = [:]
@@ -317,8 +323,29 @@ final class ContextOrchestrator: NSObject, ObservableObject {
         }
 
         switch poiRes {
-        case .success:
+        case .success(let pois):
-            break
+            if pois.isEmpty {
+                logger.info("no points of interests found")
+            }
+            for poi in pois.prefix(2) {
+                let subtitle = poiSubtitle(for: poi)
+                let confidence = min(max(poi.confidence, 0.0), 1.0)
+                let item = FeedItem(
+                    id: poi.id,
+                    type: .poiNearby,
+                    title: poi.name.truncated(maxLength: TextConstraints.titleMax),
+                    subtitle: subtitle.truncated(maxLength: TextConstraints.subtitleMax),
+                    priority: confidence,
+                    ttlSec: max(1, poi.ttlSec),
+                    condition: nil,
+                    startsAt: nil,
+                    poiType: poi.poiType,
+                    bucket: .fyi,
+                    actions: ["DISMISS"]
+                )
+                poiItems.append(item)
+                rightNowCandidates.append(.init(item: item, confidence: confidence, isEligibleForRightNow: true))
+            }
         case .failure(let error):
             fetchFailed = true
             logger.error("poi fetch failed: \(String(describing: error), privacy: .public)")
@@ -364,7 +391,7 @@ final class ContextOrchestrator: NSObject, ObservableObject {
         lastWeatherDiagnostics = wxDiagnostics
         lastCalendarDiagnostics = calDiagnostics
 
-        logger.info("pipeline right_now_candidates=\(rightNowCandidates.count) calendar_items=\(calendarItems.count) fetchFailed=\(fetchFailed) elapsed_ms=\(elapsedMs)")
+        logger.info("pipeline right_now_candidates=\(rightNowCandidates.count) calendar_items=\(calendarItems.count) poi_items=\(poiItems.count) fetchFailed=\(fetchFailed) elapsed_ms=\(elapsedMs)")
 
         if fetchFailed, rightNowCandidates.isEmpty, calendarItems.isEmpty, weatherNowItem == nil {
             let fallbackFeed = store.getFeed(now: nowEpoch)
@@ -399,6 +426,28 @@ final class ContextOrchestrator: NSObject, ObservableObject {
                 ttlSec: max(1, item.ttlSec),
                 condition: item.condition,
                 startsAt: item.startsAt,
+                poiType: item.poiType,
+                bucket: .fyi,
+                actions: ["DISMISS"]
+            )
+        })
+
+        let fyiPOI = poiItems
+            .filter { $0.id != winnerItem.id }
+            .filter { !store.isSuppressed(id: $0.id, type: $0.type, now: nowEpoch) }
+            .prefix(2)
+
+        fyi.append(contentsOf: fyiPOI.map { item in
+            FeedItem(
+                id: item.id,
+                type: item.type,
+                title: item.title.truncated(maxLength: TextConstraints.titleMax),
+                subtitle: item.subtitle.truncated(maxLength: TextConstraints.subtitleMax),
+                priority: min(max(item.priority, 0.0), 1.0),
+                ttlSec: max(1, item.ttlSec),
+                condition: item.condition,
+                startsAt: item.startsAt,
+                poiType: item.poiType,
                 bucket: .fyi,
                 actions: ["DISMISS"]
             )
@@ -467,6 +516,22 @@ final class ContextOrchestrator: NSObject, ObservableObject {
             meta: FeedMeta(winnerId: base.meta.winnerId, unreadCount: cards.count)
         )
     }
+
+    private func poiSubtitle(for poi: POIDataSource.POI) -> String {
+        let distance = distanceText(meters: poi.distanceMeters)
+        let walk = "\(poi.walkingMinutes) min walk"
+        let parts = [poi.category, distance, walk]
+            .map { $0.trimmingCharacters(in: .whitespacesAndNewlines) }
+            .filter { !$0.isEmpty }
+        return parts.joined(separator: " • ")
+    }
+
+    private func distanceText(meters: CLLocationDistance) -> String {
+        if meters >= 1000 {
+            return String(format: "%.1f km", meters / 1000.0)
+        }
+        return "\(Int(meters.rounded())) m"
+    }
 }
 
 extension ContextOrchestrator: CLLocationManagerDelegate {