Product Hunt Launch Signals

{
  "signal_id": "a7c31f52-9d84-4b06-b3e9-5f2d8c41ea70",
  "signal_type": "producthunt-launch",
  "signal_subtype": "companyProductHuntLaunch",
  "detected_at": "2026-06-26T14:30:00Z",
  "batch_id": "2026-06-26-producthunt",
  "association": "company",
  "company": {
    "name": "Linear",
    "domain": "linear.app",  // match on domain
    "linkedin_url": "linkedin.com/company/linear-app"  // or match on LinkedIn URL
  },
  "contact": [],
  "data": {
    "summary": "Strong Product Hunt launch with 2,847 votes - ranked #1 Product of the Day",
    "detail": "Linear launched 'Linear Agents' on June 24, taking #1 Product of the Day. Community praise centered on AI issue triage quality and cross-team dependency tracking.",

    "product_name": "Linear Agents",
    "product_tagline": "AI teammates that triage, plan, and update your issues",
    "product_description": "Linear Agents handle issue triage, sprint planning, and status updates inside your existing Linear workspace...",
    "product_hunt_url": "https://www.producthunt.com/posts/linear-agents",
    "product_hunt_id": "984512",
    "website_url": "https://linear.app",

    "votes_count": 2847,
    "comments_count": 312,
    "created_at": "2026-06-24T07:01:00Z",
    "featured_at": "2026-06-24T12:00:00Z",

    "daily_rank": 1,
    "daily_total": 52,
    "votes_percentile": 99,
    "is_product_of_day": true,
    "engagement_quality_score": 0.82,
    "launch_timing_quality": "optimal",

    "company_type": "scaleup",
    "is_first_launch": false,
    "maker_experience_level": "experienced",
    "makers": [
      { "name": "Karri Saarinen", "username": "karrisaarinen", "headline": "Co-founder & CEO, Linear" }
    ],

    "has_video_demo": true,
    "media_richness_score": 9,
    "media_count": 6,

    "topics": ["Developer Tools", "Artificial Intelligence", "Productivity"],
    "primary_topic": "Developer Tools",
    "is_ai_product": true,
    "is_b2b": true,

    "community_sentiment": "positive",
    "pain_points_extracted": ["Manual issue triage", "Stale project status", "Cross-team dependency tracking"],
    "use_cases_extracted": ["Engineering team automation", "Sprint planning", "Roadmap reporting"],
    "competitor_mentions": ["Jira", "Asana"],
    "outreach_hooks": [
      "Congrats on the #1 Product of the Day launch - 2,847 votes is serious traction.",
      "Saw the community response to the AI triage agents - curious how you're handling enterprise rollout."
    ],

    "relevance": 0.92,
    "confidence": "high",
    "days_since_launch": 2,
    "tags": ["high-performer", "top-3", "ai-product", "b2b", "featured"]
  }
}