Signals via API

Public sample from today's flagship detail endpoint. Public payloads can be limited or redacted. The backend exposes read endpoints for signals, storylines, and briefings.

GET /v1/narratives/3a1eed56-a445-45fb-ba61-24cbc9660159?tenant=ai&run_id=99764719-451f-4590-8e86-d820d6754917

{
  "id": "3a1eed56-a445-45fb-ba61-24cbc9660159",
  "title": "Waze is getting a bunch of new AI-powered features",
  "summary": "Waze is getting an AI makeover. Google is integrating its flagship AI assistant, Gemini, into the driving app with the goal of letting users personalize their trips a little more. Of the four new updates, only two are being described as involving Gemini. Waze says its updating its conversation reporting feature, first introduced in 2024 , to allow drivers to use conversational voice commands to re",
  "first_seen_at": "2026-07-13T09:00:00Z",
  "last_seen_at": "2026-07-13T14:18:16Z",
  "created_at": "2026-07-13T17:02:03.757674Z",
  "updated_at": "2026-07-14T05:02:36.359863Z",
  "timeframe": "24h",
  "run_id": "99764719-451f-4590-8e86-d820d6754917",
  "metrics": {
    "divergence": 5,
    "post_count": 3,
    "momentum_1h": 0,
    "momentum_7d": 3,
    "score_total": 1.327819,
    "shill_score": 10,
    "momentum_24h": 3,
    "market_movers": [],
    "evidence_score": 0.75,
    "unique_authors": 3,
    "coherence_score": 0.8406,
    "diversity_bonus": 0.1625,
    "duplicate_ratio": 0,
    "platforms_count": 1,
    "social_momentum": 3,
    "divergence_label": "chatter_without_pricing",
    "market_conviction": 0,
    "origin_share_top1": 0.333333,
    "unique_publishers": 3,
    "origin_layer_posts": 0,
    "source_types_count": 1,
    "unique_authors_24h": 3,
    "unique_origin_urls": 3,
    "amplifier_share_top1": 0.333333,
    "author_concentration": 0.3333,
    "publisher_share_top1": 0.333333,
    "amplifier_layer_posts": 3,
    "concentration_penalty": 0,
    "unique_origin_domains": 3,
    "source_diversity_bonus": 0,
    "unique_publisher_types": 1,
    "unique_origin_publishers": 3
  },
  "platforms": [
    "rss"
  ],
  "top_tickers": [],
  "why_now": [],
  "display_title": "Waze integrates Google’s Gemini AI to enhance navigation and customization",
  "display_summary": "Waze has introduced several AI-powered updates leveraging Google's Gemini assistant to improve user experience and personalization.",
  "narrative_frame_display": null,
  "entities": {
    "projects": [
      "Gemini",
      "Waze"
    ],
    "companies": [
      "Google"
    ],
    "people": [
      "Gai Berkovich",
      "Aisha Malik"
    ]
  },
  "recurring_claims": [
    {
      "claim": "Waze integrates Google's Gemini AI assistant to enable conversational voice commands for traffic reporting and destination search.",
      "evidence_urls": [
        "https://theverge.com/transportation/964132/waze-gemini-ai-voice-commands-less-chatty",
        "https://techcrunch.com/2026/07/13/waze-adds-new-ai-powered-features-and-customization-updates"
      ]
    },
    {
      "claim": "Waze introduces a new motorcycle mode to improve navigation for motorcyclists.",
      "evidence_urls": [
        "https://blog.google/waze/waze-updates-gemini-motorcycle-mode"
      ]
    }
  ],
  "stance_map": [
    {
      "stance": "neutral",
      "who": "TechCrunch",
      "evidence_urls": [
        "https://techcrunch.com/2026/07/13/waze-adds-new-ai-powered-features-and-customization-updates"
      ]
    },
    {
      "stance": "neutral",
      "who": "The Verge",
      "evidence_urls": [
        "https://theverge.com/transportation/964132/waze-gemini-ai-voice-commands-less-chatty"
      ]
    },
    {
      "stance": "neutral",
      "who": "Google The Keyword",
      "evidence_urls": [
        "https://blog.google/waze/waze-updates-gemini-motorcycle-mode"
      ]
    }
  ],
  "quality_flags": {
    "mixed_topic_risk": "low",
    "promo_risk": "low",
    "source_quality": "high"
  },
  "editor_note": "This update highlights the practical application of Google's Gemini AI in consumer navigation, illustrating AI's role in enhancing user interaction and app functionality.",
  "display_tags": [
    "models",
    "ai_infrastructure"
  ],
  "tags": [
    "models",
    "ai_infrastructure"
  ],
  "cscope_tags": [
    "models",
    "ai_infrastructure"
  ],
  "why_now_display": [
    "Reflects the growing trend of integrating advanced AI assistants into everyday apps for personalization.",
    "Positions Waze to better compete with rivals such as Apple Maps through AI innovation.",
    "Coincides with Google's broader rollout of Gemini AI capabilities across multiple services."
  ],
  "why_it_matters_display": [
    "Enhances user experience with AI-driven conversational voice commands for safer, hands-free interaction.",
    "Demonstrates Google's strategy to embed Gemini AI across its product ecosystem, boosting competitiveness.",
    "Introduces specialized features like motorcycle mode, addressing diverse user needs in navigation apps."
  ],
  "show_why": true,
  "sources_display": [
    {
      "label": "techcrunch.com: TechCrunch on Waze's AI-powered features"
    },
    {
      "label": "theverge.com: The Verge on Waze Gemini voice commands"
    },
    {
      "label": "blog.google: Google The Keyword on Waze motorcycle mode"
    }
  ],
  "trend_status": "flat",
  "trend_sparkline": "▁▁",
  "trend_points_n": 0,
  "trend_window": {
    "lookback_days": 14,
    "max_points": 36,
    "value_key": null
  },
  "llm_status": "accepted",
  "llm_meta": {
    "model": "gpt-4.1-mini-2025-04-14",
    "prompt_version": "enrich_v3",
    "input_hash": "0be79936ca117393cd11892ab3b883192fde511fa6ade354c9ebc4fe017248b5",
    "updated_at": "2026-07-13T17:03:11.070045+00:00",
    "llm_metadata": {
      "env": "prod",
      "host": "3becb33dec2d",
      "stage": "signals.enrich",
      "run_id": "99764719-451f-4590-8e86-d820d6754917",
      "tenant": "ai",
      "service": "api",
      "pipeline": "pipeline_run",
      "correlation_id": "3a1eed56-a445-45fb-ba61-24cbc9660159"
    }
  },
  "story_id": "0ca536ac-6c83-4947-ac91-46f4d6a52f41",
  "public_surface": {
    "eligible_for_flagship_sample": true,
    "eligible_for_top_public_brief": true,
    "eligible_for_public_index": false,
    "eligible_only_for_lower_or_internal_surfaces": false,
    "public_rank_score": 11,
    "structural_priority": true,
    "mostly_social": false,
    "community_chatter": false,
    "reader_label": null,
    "excluded_reasons": [],
    "source_signals": {
      "post_count": 3,
      "unique_origins": 3,
      "source_types_count": 1,
      "independent_non_social_count": 3,
      "social_source_count": 0,
      "non_social_source_count": 0,
      "why_now_count": 3,
      "why_it_matters_count": 3
    }
  },
  "current_cycle_open": false
}

• Signals and storylines feed endpoints with filtering and rate limits
• Briefing delivery endpoints for integrations
• Evidence link payloads for auditability

• Route top stories into Slack or Teams for morning and evening desk updates.
• Sync storyline evidence into Notion, Airtable, or internal research trackers.
• Feed metrics into BI dashboards for momentum, concentration, and source mix monitoring.

Quick start endpoints: /v1/feed/stories, /v1/signals, /v1/storylines/search, /v1/briefings/latest.

For product access, see Pricing.