Agentery pricing intelligence · Provider profile · short-form-data
Provider profile · independently tracked by Agentery
short-form-data logo

short-form-data

↗ dev.virlo.ai official website

short-form video analytics, trend intelligence, and creator research across TikTok, YouTube Shorts, and Instagram Reels

servicePricing checked daily
Agentery value verdictBelow the comparable medianfrom $0.01/mo
Observed entry price$0.01/molowest observed monthly
Billing modelusage-based
Pricing observed26 Oct 2026latest priced read of the page
Website liveness27 Oct 2026alive · separate from pricing

What it does

The specific capability behind this listing, and where to get it.

short-form-data

short-form video analytics, trend intelligence, and creator research across TikTok, YouTube Shorts, and Instagram Reels

keywords, creator handles, hashtags, API calls → AI reports, video analytics, creator profiles, trend data, hashtag performance metrics, audio intelligence, niche research reports
APIwebhooksMCPMCPAPIwebhooksautonomy: workflow automation

Pricing & plans

Observed public pricing for short-form-data, benchmarked against comparable providers. Plans, tiers, history and scenario below.

Pricing · observed daily
per call · market position

$0.01 /call

97.4% below the median. Basis: comparable plans in Competitive Intelligence, same buyer tier and billing unit, USD monthly, observed 2026-10-26. Separately, across all same-tier-tier plans in the niche regardless of billing unit (2 providers): cheaper than 2 of them.
this agent · $0.01
$0median $0.39$1
pricing observed 2026-10-26 · page rechecked daily · source evidence retained
What should this agent charge?

The current price sits below the comparable median.

pricing recommendation
$0.01
$0–$1
$0.39

$0.01 is positioned against a $0–$1 observed middle market.

Pricing checks returned

Why Agentery reaches that view

price_benchmark

97.4% below the median.

get_provider_profile · plan history

per call observed 2026-10-26.

pricing recommendation

Percentile unavailable for this basis.

confidence

Source page rechecked daily.

Interactive provider scenario

Test a different price for this plan.

Move the proposed monthly price. Agentery recalculates the provider’s market position and explains the likely percentile.

$0.01 / month
$1 lowestmedian $0.39$1 highest
Competitive value position. At $0.01/month, this plan is 97.4% below the cohort median.
—
-97.4%
$0–$1

Is short-form-data good value?

How its price compares with genuinely comparable providers.

Below the comparable median

Below the comparable median for its buyer tier.

Basis: same-tier-tier plans in the niche, any billing unit (2 providers), USD monthly, pricing observed 2026-10-26. The per call plan ($0.01/mo) sits 97.4% below that median of $0.39. Thin evidence: fewer than five comparable providers, so treat the position as indicative. Other cohorts on this page (niche-wide tier peers, nearest products by capability) are labelled where they appear.

Observed commercial price$0.01/mo
NicheCompetitive Intelligence
Price benchmarkapplicable
How it compares

Compared with Competitive Intelligence

Positioned against the observed p25 / median / p75 of comparable providers at the same buyer tier and billing unit (the basis is stated with each verdict above). See the plans above for the percentile and its cohort size, and the full niche market for peers.

View the full niche →

short-form-data's local market

Nearest products by what they do — a different cohort from the buyer-tier benchmark above.

See the full market →
See the MCP response behind this page · get_provider_profile()
See the MCP response behind this pageget_provider_profile (get_agent_profile remains a callable alias)
{
  "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",
    "source_kind": "vendor",
    "currency": "USD",
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "$0.05 per call; $0.25 per call (usage-based)",
    "commercial": {
      "rates": [
        {
          "line": "Hashtag stats",
          "per": "per call",
          "text": "$0.05 per call"
        },
        {
          "line": "Video Digests",
          "per": "per call",
          "text": "$0.25 per call"
        },
        {
          "line": "Trends",
          "per": "per call",
          "text": "$0.25 per call"
        },
        {
          "line": "Sounds",
          "per": "per call",
          "text": "$0.05–$0.25 per call"
        },
        {
          "line": "Hooks",
          "per": "per call",
          "text": "$0.1–$0.25 per call"
        },
        {
          "line": "Raw data",
          "per": "per call",
          "text": "$0.01 per call"
        },
        {
          "line": "Content Research Agents",
          "per": "per run",
          "text": "$0.5 per run"
        },
        {
          "line": "Satellite lookups",
          "per": "per lookup",
          "text": "$0.5–$2.5 per lookup"
        },
        {
          "line": "Tracking",
          "per": "per check",
          "text": "$0.25 per check"
        },
        {
          "line": "Data Intelligence (Agents add-on)",
          "per": "per run",
          "text": "$1 per run"
        },
        {
          "line": "Data Intelligence (Satellite add-on)",
          "per": "per lookup",
          "text": "$0.25 per lookup"
        }
      ],
      "currency": "USD",
      "lines": [
        {
          "name": "Hashtag stats",
          "price": "$0.05/call",
          "kind": "usage_rate",
          "unit": "call",
          "billed": "usage"
        },
        {
          "name": "Video Digests",
          "price": "$0.25/call",
          "kind": "usage_rate",
          "unit": "call",
          "billed": "usage"
        },
        {
          "name": "Trends",
          "price": "$0.25/call",
          "kind": "usage_rate",
          "unit": "call",
          "billed": "usage"
        },
        {
          "name": "Sounds",
          "price": "$0.05 to $0.25/call",
          "kind": "usage_rate",
          "unit": "call",
          "billed": "usage"
        },
        {
          "name": "Hooks",
          "price": "$0.10 to $0.25/call",
          "kind": "usage_rate",
          "unit": "call",
          "billed": "usage"
        },
        {
          "name": "Raw data",
          "price": "$0.01/call",
          "kind": "usage_rate",
          "unit": "call",
          "billed": "usage"
        },
        {
          "name": "Content Research Agents",
          "price": "$0.50/run",
          "kind": "usage_rate",
          "unit": "run",
          "billed": "usage"
        },
        {
          "name": "Satellite lookups",
          "price": "$0.50 to $2.50/lookup",
          "kind": "usage_rate",
          "unit": "lookup",
          "billed": "usage"
        },
        {
          "name": "Tracking",
          "price": "$0.25/check",
          "kind": "usage_rate",
          "unit": "check",
          "billed": "usage"
        },
        {
          "name": "Data Intelligence (Agents add-on)",
          "price": "+$1.00/run",
          "kind": "usage_rate",
          "unit": "run",
          "billed": "usage"
        },
        {
          "name": "Data Intelligence (Satellite add-on)",
          "price": "+$0.25/lookup",
          "kind": "usage_rate",
          "unit": "lookup",
          "billed": "usage"
        }
      ]
    },
    "summary": "$0.05 per call; $0.25 per call (usage-based). Virlo uses pay-as-you-go API pricing with endpoint-specific charges, no subscriptions, and credits that do not expire.",
    "confidence": "high",
    "source_url": "https://dev.virlo.ai/pricing",
    "checked_at": "2026-10-27T04:55:59.402Z",
    "amount": null,
    "display": null,
    "plans": [
      {
        "name": "Hashtag stats",
        "price": "$0.05/call",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Hashtag and performance endpoints"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Video Digests",
        "price": "$0.25/call",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Most-viewed videos from the last 48 hours"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Trends",
        "price": "$0.25/call",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Trend and digest endpoints",
          "Listing regions is free"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Sounds",
        "price": "$0.05 to $0.25/call",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Sound lookup and search pricing varies by endpoint"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Hooks",
        "price": "$0.10 to $0.25/call",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Trending and search calls cost $0.25",
          "Library calls cost $0.10",
          "Some categories are free"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Raw data",
        "price": "$0.01/call",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Search, hashtag, video, comments, transcript, and creator data"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Content Research Agents",
        "price": "$0.50/run",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "One-time agents pay at creation",
          "Recurring agents pay after each run"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Satellite lookups",
        "price": "$0.50 to $2.50/lookup",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Creator, sound, hashtag, and video outlier lookups",
          "Batch creator lookups cost $0.50 per creator"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Tracking",
        "price": "$0.25/check",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Creator and video tracking",
          "Older posts may cost $0.50 to $2.00 once"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Data Intelligence (Agents add-on)",
        "price": "+$1.00/run",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "79 AI fields per video",
          "70 AI fields per slideshow"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Data Intelligence (Satellite add-on)",
        "price": "+$0.25/lookup",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "43 AI fields per video on creator lookups"
        ],
        "promo_note": null,
        "price_promo": null,
        "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": "2026-10-27",
  "profile_checked": "2026-06-19",
  "price_checked": "2026-10-27",
  "how_to_connect": {
    "website": "https://dev.virlo.ai",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "install": null,
    "repository": null,
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "deployment": {
    "model": "unknown",
    "both_offered": false,
    "hosted_endpoint": null,
    "install": null,
    "note": "No deployment evidence held — Agentery has no endpoint, install instruction or directory attribute for this listing.",
    "evidence": null
  },
  "licence": {
    "name": null,
    "note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
    "evidence": null
  },
  "evidence_checks": {
    "price": {
      "source_url": "https://dev.virlo.ai/pricing",
      "last_observed_day": "2026-10-27",
      "age_days": 1,
      "verified_day": "2026-10-27",
      "note": "verified = the page-text gate ran for that scan day (day-before/day-of text check)"
    },
    "agent_card": {
      "status": "unknown",
      "note": "no Agent Card URL recorded for this listing"
    },
    "endpoint": {
      "status": "unknown",
      "note": "endpoint not yet checked"
    }
  },
  "product_group": {
    "group_id": 46,
    "group": "Video and audio intelligence",
    "change_90d_pct": 0,
    "fair_price_by_tier_monthly_usd": {
      "individual": 10,
      "pro": 29,
      "team / small business": 99,
      "enterprise": 249
    },
    "broad_market": true,
    "note": "Change of the group's price index over the last 90 days. Call get_group_fair_price with group_id for tier and payment-model detail.",
    "page": "https://agentery.com/aepi/groups/46"
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 1092,
    "uptime_7d": 1,
    "checked_at": "2026-10-27T02:44:33.655Z",
    "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 stats"
    }
  },
  "reported_success": null,
  "feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}