short-form-data

{
  "agent_id": "short_form_data",
  "name": "short-form-data",
  "url": "https://dev.virlo.ai",
  "logo": "https://agentery.com/logos/CP-KKP5TN.png",
  "niche": "competitive-intelligence",
  "category": "sales-marketing-revops",
  "short_summary": "short-form video analytics, trend intelligence, and creator research across TikTok, YouTube Shorts, and Instagram Reels",
  "task_performed": "short-form video analytics, trend intelligence, and creator research across TikTok, YouTube Shorts, and Instagram Reels",
  "inputs_accepted": [
    "keywords",
    "creator handles",
    "hashtags",
    "API calls"
  ],
  "outputs_produced": [
    "AI reports",
    "video analytics",
    "creator profiles",
    "trend data",
    "hashtag performance metrics",
    "audio intelligence",
    "niche research reports"
  ],
  "integrations_available": [
    "API",
    "webhooks",
    "MCP"
  ],
  "protocols_or_interfaces": [
    "MCP",
    "API",
    "webhooks"
  ],
  "industry_fit": [
    "marketing"
  ],
  "autonomy_level": "workflow automation",
  "human_approval_needed": "unclear",
  "pricing_model": "usage-based",
  "price": {
    "observed": true,
    "billing": "usage",
    "currency": "USD",
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "Paid (price not published)",
    "summary": "Virlo uses pay-as-you-go API pricing ranging from free endpoints to $0.05–$1.00 per call, run, or cycle, with no subscriptions.",
    "confidence": "high",
    "source_url": "https://dev.virlo.ai/pricing",
    "checked_at": "2026-07-28T05:13:24.700Z",
    "amount": null,
    "display": null,
    "plans": [
      {
        "name": "Hashtag Lookups",
        "price": "$0.05/call",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Hashtag lookup API endpoints"
        ],
        "price_annual": null
      },
      {
        "name": "Video Digests",
        "price": "$0.25/call",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Video digest endpoints"
        ],
        "price_annual": null
      },
      {
        "name": "Trends",
        "price": "$0.25/call",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Trends API endpoints"
        ],
        "price_annual": null
      },
      {
        "name": "Content Research Agents",
        "price": "$0.50/run",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "One-shot or recurring scheduled runs"
        ],
        "price_annual": null
      },
      {
        "name": "Satellite Analysis",
        "price": "$0.50/call",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Satellite analysis endpoints"
        ],
        "price_annual": null
      },
      {
        "name": "Tracking",
        "price": "$0.25/cycle",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per API tracking cycle"
        ],
        "price_annual": null
      },
      {
        "name": "Data Intelligence add-on",
        "price": "+$1.00/run",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Optional agents add-on",
          "40+ AI fields per video"
        ],
        "price_annual": null
      },
      {
        "name": "Free endpoints",
        "price": "Free",
        "usage": true,
        "period": "usage",
        "persona": "free",
        "highlights": [
          "Agent result slices",
          "Tracking reads",
          "Status polling"
        ],
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "high",
  "entity_type": "service",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://dev.virlo.ai"
  ],
  "last_checked": "2026-06-19",
  "how_to_connect": {
    "website": "https://dev.virlo.ai",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 1183,
    "uptime_7d": 1,
    "checked_at": "2026-07-28T02:38:08.545Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": {
      "usdPerUnit": 0.05,
      "unit": "calls",
      "usdPer1k": 50,
      "raw": "$0.05/call",
      "plan": "Hashtag Lookups"
    }
  },
  "reported_success": null,
  "feedback": "If you use this listing, call report_outcome afterwards — it sharpens rankings for everyone including you."
}