Podcast Production Automation

{
  "niche": "podcast-production-automation",
  "parent_sector": "media-entertainment",
  "provider_type_pricing": {
    "slug": "podcast-production-automation",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
    "blended": {
      "median": 8,
      "p25": null,
      "p75": null,
      "providers": 5
    },
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        "median": null,
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        "providers": 2,
        "publishable": false,
        "confidence": "insufficient",
        "reason": "Fewer than three comparable priced Agent-economy products are available."
      },
      "mcp": {
        "median": 8,
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        "providers": 3,
        "publishable": true,
        "confidence": "provisional"
      }
    },
    "recommended_cohort": null,
    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
    "fallback_context": null,
    "context_note": null
  },
  "crowding_level": "empty",
  "observed_node_count": 0,
  "adjacent_niches": [
    "video-avatar-generation",
    "livestream-moderation",
    "character-design-agent",
    "game-asset-generation",
    "voice-synthesis-tts",
    "ai-voice-cloning"
  ],
  "market_pulse": {
    "pulse": 38,
    "drivers": [],
    "price_move_30d_pct": 0,
    "money_share": 0.1111111111111111,
    "entry_rate": 0,
    "alive_share": 1
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    "comparable_agents": 6,
    "quarantined_agents": 0,
    "confidence": "high",
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      "w": false,
      "m": false
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      "m": {
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    },
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    },
    "tier_own_move": {
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      "m": {
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    },
    "tier_agents": {
      "individual": 3,
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    "obs_range": {
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    "tier_obs_range": {
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  },
  "pricing": {
    "sampleSize": 17,
    "observed": 9,
    "byPersona": {
      "free": {
        "n": 13,
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        "usageShare": 0.08
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      "individual": {
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        "reliability": "medium",
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        "min": 0.01,
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        "mean": 11.99,
        "stdev": 12.66,
        "usageShare": 0.33
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      "pro": {
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        "p75": 19.99,
        "min": 5,
        "max": 49,
        "mean": 19.6,
        "stdev": 17.5,
        "usageShare": 0
      },
      "team_sme": {
        "n": 2,
        "nPriced": 2,
        "reliability": "low",
        "median": 204.5,
        "p25": 107.24,
        "p75": 301.75,
        "min": 9.99,
        "max": 399,
        "mean": 204.5,
        "stdev": 275.07,
        "usageShare": 0
      },
      "enterprise": {
        "n": 1,
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        "usageShare": 0
      }
    },
    "byPersonaMonthly": {
      "free": {
        "nMonthly": 0,
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        "p75": null,
        "confidence": "none",
        "usageShare": 0.08,
        "mixedBilling": true,
        "monthlyComparable": false
      },
      "individual": {
        "nMonthly": 4,
        "p25": 9.17,
        "median": 17.95,
        "p75": 26.75,
        "confidence": "low",
        "usageShare": 0.33,
        "mixedBilling": true,
        "monthlyComparable": true
      },
      "pro": {
        "nMonthly": 5,
        "p25": 8,
        "median": 16,
        "p75": 19.99,
        "confidence": "medium",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": true
      },
      "team_sme": {
        "nMonthly": 2,
        "p25": 107.24,
        "median": 204.5,
        "p75": 301.75,
        "confidence": "low",
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        "mixedBilling": false,
        "monthlyComparable": true
      },
      "enterprise": {
        "nMonthly": 0,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      }
    },
    "byTierCohorts": {
      "status": "ok",
      "cohorts": [
        {
          "tier": "individual",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 17.95,
          "provider_count": 3,
          "plan_observation_count": 4,
          "data_confidence": 0.24,
          "data_confidence_basis": {
            "provider_component": 0.25,
            "observation_component": 0.2,
            "provider_count": 3,
            "plan_observation_count": 4
          },
          "reliability": "low",
          "members": [
            {
              "provider": "spotscribe",
              "usd": 6.99
            },
            {
              "provider": "podcastor_ai",
              "usd": 17.95
            },
            {
              "provider": "particle_pro",
              "usd": 29
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          ]
        },
        {
          "tier": "pro",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 16,
          "provider_count": 4,
          "plan_observation_count": 5,
          "data_confidence": 0.32,
          "data_confidence_basis": {
            "provider_component": 0.33,
            "observation_component": 0.25,
            "provider_count": 4,
            "plan_observation_count": 5
          },
          "reliability": "low",
          "members": [
            {
              "provider": "cast0",
              "usd": 5
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            {
              "provider": "podstow",
              "usd": 12
            },
            {
              "provider": "spotscribe",
              "usd": 19.99
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            {
              "provider": "podcastor_ai",
              "usd": 49
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          ]
        },
        {
          "tier": "team_sme",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 204.5,
          "provider_count": 2,
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          "data_confidence": 0.15,
          "data_confidence_basis": {
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            "provider_count": 2,
            "plan_observation_count": 2
          },
          "reliability": "low",
          "members": [
            {
              "provider": "spotscribe",
              "usd": 9.99
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            {
              "provider": "particle_pro",
              "usd": 399
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          ]
        }
      ],
      "rejected": {
        "ambiguous_cadence": 1,
        "usage_not_monthly": 2
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      "evidence": {
        "status": "ok",
        "single_observations": [],
        "observed_offers": [
          {
            "billing": "monthly",
            "unit": "flat",
            "count": 11,
            "offers": [
              {
                "provider": "cast0",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$5 / mo",
                "monthly_usd": 5
              },
              {
                "provider": "particle_pro",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29.00 / month",
                "monthly_usd": 29
              },
              {
                "provider": "particle_pro",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$399.00 / month",
                "monthly_usd": 399
              },
              {
                "provider": "podcastor_ai",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$9.9 /mo",
                "monthly_usd": 9.9
              },
              {
                "provider": "podcastor_ai",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$26 /mo",
                "monthly_usd": 26
              },
              {
                "provider": "podcastor_ai",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49 /mo",
                "monthly_usd": 49
              },
              {
                "provider": "podstow",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$8 / month",
                "monthly_usd": 8
              },
              {
                "provider": "podstow",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$16 / month",
                "monthly_usd": 16
              },
              {
                "provider": "spotscribe",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$6.99 /month",
                "monthly_usd": 6.99
              },
              {
                "provider": "spotscribe",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$9.99 /month",
                "monthly_usd": 9.99
              },
              {
                "provider": "spotscribe",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19.99 /month",
                "monthly_usd": 19.99
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "per_call",
            "count": 2,
            "offers": [
              {
                "provider": "particle_pro",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_call",
                "price": "$0.01 per call",
                "monthly_usd": null
              },
              {
                "provider": "particle_pro",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_call",
                "price": "$0.015 per call",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 1,
            "offers": [
              {
                "provider": "particle_pro",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom pricing for your needs",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 5,
          "normalized_observations": 11,
          "comparable_providers": 5,
          "strict_cohorts": 3,
          "exclusion_reasons": {
            "ambiguous_cadence": 1,
            "usage_not_monthly": 2
          }
        }
      }
    },
    "billingMix": {
      "free": 4,
      "freemium": 3,
      "subscription": 2
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    "freeTierShare": 0.78,
    "medianLowestUsd": 8
  },
  "movement": null,
  "index_series": {
    "series": [
      {
        "day": "2026-07-19",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
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      {
        "day": "2026-07-20",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-21",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-22",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-23",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-24",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-25",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-26",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-27",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-28",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-29",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-30",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-31",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-01",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-02",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-03",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-04",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-05",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-06",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-07",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-08",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-09",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-10",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-11",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-12",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-13",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-14",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-15",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-16",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-17",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      }
    ],
    "latest": 100,
    "day_change_pct": 0,
    "methodology": "Chained daily price index, base 100 on the first priced scan day (29 Jun 2026). The overall index is the COMPOSITE of the four buyer-tier indices (individual / pro / team&sme / enterprise): each day it moves by the equal-weighted average of the tiers' moves. Each tier index is like-for-like — only agents priced on both consecutive scan days (per-agent ratios, geometric mean, clipped to [0.2, 5]) — so composition changes (agents revealing or hiding prices) can never move it."
  },
  "top_agents": [
    {
      "agent_id": "audioeditingautomation_ai_agen",
      "name": "Audioeditingautomation Ai Agen",
      "url": "https://eliteai.tools/agent-skills/audio-editing-automation",
      "short_summary": "FFmpeg audio processing including batch editing, normalization, mixing, format conversion, and automated audio production workflows",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "cast0",
      "name": "cast0 - Turn Text into a Published Podcast",
      "url": "https://cast0.ai/r/smithery-mcp",
      "short_summary": "converts text to podcast episodes using TTS and publishes to RSS feeds",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 5,
        "monthly_usd": 5,
        "headline": "Free tier, then from $5/mo",
        "summary": "Free tier, then from $5/mo. cast0 offers a free plan with 20,000 characters per month and a Pro plan at $5 per month with higher usage and unlimited episode length."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "particle_pro",
      "name": "Particle",
      "url": "https://particle.pro",
      "short_summary": "provides podcast intelligence including transcript search, entity extraction, and sponsorship tracking across 85,000+ podcasts",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 29,
        "monthly_usd": 29,
        "headline": "From $29/mo",
        "summary": "From $29/mo. Particle offers Individual and Business API plans at $29.00 and $399.00 per month, respectively, with custom Enterprise pricing and additional per-call endpoint rates."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "podcastle",
      "name": "Podcastle",
      "url": "https://podcastle.ai/",
      "short_summary": "creates and edits video and audio content (recording, editing, dubbing, subtitles, clips, voice cloning, text-to-speech)",
      "price": {
        "observed": false,
        "billing": "unknown",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "podstow",
      "name": "podstow",
      "url": "https://podstow.com",
      "short_summary": "converts web articles and AI assistant text into audio podcast episodes",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 8,
        "monthly_usd": 8,
        "headline": "Free tier, then from $8/mo",
        "summary": "Free tier, then from $8/mo. Podstow offers a permanent free plan plus Standard at $8 per month and Premium at $16 per month."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "paper_to_podcast",
      "name": "Paper To Podcast",
      "url": "https://aiagentstore.ai/ai-agent/paper-to-podcast",
      "short_summary": "transforms academic research papers into podcast episodes by analyzing papers and generating conversational podcast transcripts and audio",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Paper-to-Podcast is publicly listed with a free $0 offer, while other visible prices are not clearly associated with the agent."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "podcasts",
      "name": "Podcast Transcripts On-Demand",
      "url": "https://podcasts.petabloom.com/",
      "short_summary": "provides podcast episode search and transcript retrieval",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "adobe_podcast",
      "name": "Adobe Podcast",
      "url": "https://podcast.adobe.com/",
      "short_summary": "AI audio recording and editing",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "carla_mcp_server",
      "name": "Carla",
      "url": "https://github.com/agrathwohl/carla-mcp-server",
      "short_summary": "MCP server for controlling the Carla audio plugin host via natural language. Provides 45 tools for professional audio production workflows, enabling LLMs to ma…",
      "price": {
        "observed": false,
        "billing": "unknown",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "medicbrain",
      "name": "Medicbrain",
      "url": "https://medicbrain.eu/mcp-servers",
      "short_summary": "A medical research tool that transforms research content into podcasts, with MCP server integrations for agent-based workflows.",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown for the listed medical MCP servers."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [],
  "page_url": "https://agentery.com/market/podcast-production-automation",
  "summary": {
    "niche": "podcast-production-automation",
    "sector": "media-entertainment",
    "pricing_by_provider_type": {
      "headline": "No published benchmark for podcast-production-automation yet — too few comparable priced providers. Observed offers are listed.",
      "benchmarks": [
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "individual",
          "buyer_tier_label": "Individual",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            6.99,
            17.95
          ]
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            19.99,
            49
          ]
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            5,
            12
          ]
        }
      ],
      "warnings": [],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "podcast-production-automation"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/podcast-production-automation",
    "counts": {
      "listings_with_price_capture": 17,
      "listings_with_observed_public_price": 9,
      "providers_with_numeric_monthly_price_latest_scan": null,
      "like_for_like_comparable_pairs": null
    },
    "movement": {
      "d": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "w": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "m": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "ok",
    "pricing_by_tier": [
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 17.95,
        "provider_count": 3,
        "plan_observation_count": 4,
        "data_confidence": 0.24,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.2,
          "provider_count": 3,
          "plan_observation_count": 4
        },
        "reliability": "low",
        "members": [
          {
            "provider": "spotscribe",
            "usd": 6.99
          },
          {
            "provider": "podcastor_ai",
            "usd": 17.95
          },
          {
            "provider": "particle_pro",
            "usd": 29
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 16,
        "provider_count": 4,
        "plan_observation_count": 5,
        "data_confidence": 0.32,
        "data_confidence_basis": {
          "provider_component": 0.33,
          "observation_component": 0.25,
          "provider_count": 4,
          "plan_observation_count": 5
        },
        "reliability": "low",
        "members": [
          {
            "provider": "cast0",
            "usd": 5
          },
          {
            "provider": "podstow",
            "usd": 12
          },
          {
            "provider": "spotscribe",
            "usd": 19.99
          },
          {
            "provider": "podcastor_ai",
            "usd": 49
          }
        ]
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 204.5,
        "provider_count": 2,
        "plan_observation_count": 2,
        "data_confidence": 0.15,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.1,
          "provider_count": 2,
          "plan_observation_count": 2
        },
        "reliability": "low",
        "members": [
          {
            "provider": "spotscribe",
            "usd": 9.99
          },
          {
            "provider": "particle_pro",
            "usd": 399
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 17,
      "listings_with_observed_public_price": 9,
      "normalized_observations": 11,
      "comparable_providers": 5,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "ambiguous_cadence": 1,
        "usage_not_monthly": 2
      }
    },
    "pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
    "pricing_excluded_observations": {
      "ambiguous_cadence": 1,
      "usage_not_monthly": 2
    },
    "billing_mix": {
      "free": 4,
      "freemium": 3,
      "subscription": 2
    },
    "free_tier_share": 0.78,
    "top_providers": [
      {
        "agent_id": "audioeditingautomation_ai_agen",
        "name": "Audioeditingautomation Ai Agen",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public price found on the vendor site."
        },
        "observed": false
      },
      {
        "agent_id": "cast0",
        "name": "cast0 - Turn Text into a Published Podcast",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 5,
          "monthly_usd": 5,
          "headline": "Free tier, then from $5/mo",
          "summary": "Free tier, then from $5/mo. cast0 offers a free plan with 20,000 characters per month and a Pro plan at $5 per month with higher usage and unlimited episode length."
        },
        "observed": true
      },
      {
        "agent_id": "particle_pro",
        "name": "Particle",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 29,
          "monthly_usd": 29,
          "headline": "From $29/mo",
          "summary": "From $29/mo. Particle offers Individual and Business API plans at $29.00 and $399.00 per month, respectively, with custom Enterprise pricing and additional per-call endpoint rates."
        },
        "observed": true
      },
      {
        "agent_id": "podcastle",
        "name": "Podcastle",
        "price": {
          "observed": false,
          "billing": "unknown",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public price found on the vendor site."
        },
        "observed": false
      },
      {
        "agent_id": "podstow",
        "name": "podstow",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 8,
          "monthly_usd": 8,
          "headline": "Free tier, then from $8/mo",
          "summary": "Free tier, then from $8/mo. Podstow offers a permanent free plan plus Standard at $8 per month and Premium at $16 per month."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "podcast-production-automation"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "podcast-production-automation",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "audioeditingautomation_ai_agen"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "audioeditingautomation_ai_agen"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}