Job Search Agent

{
  "niche": "job-search-agent",
  "parent_sector": "services",
  "provider_type_pricing": {
    "slug": "job-search-agent",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
    "blended": {
      "median": 19.5,
      "p25": null,
      "p75": null,
      "providers": 8
    },
    "by_provider_type": {
      "agent": {
        "median": null,
        "p25": null,
        "p75": null,
        "providers": 2,
        "publishable": false,
        "confidence": "insufficient",
        "reason": "Fewer than three comparable priced Agent-economy products are available."
      },
      "mcp": {
        "median": 29.5,
        "p25": null,
        "p75": null,
        "providers": 6,
        "publishable": true,
        "confidence": "moderate"
      }
    },
    "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": [
    "ai-interview-coach",
    "ai-resume-screening",
    "ai-candidate-sourcing",
    "ai-virtual-employee",
    "ai-recruiting-agent",
    "human-task-marketplace"
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  "market_pulse": {
    "pulse": 51,
    "drivers": [
      "enterprise money present",
      "10 new builders in 30d"
    ],
    "price_move_30d_pct": 0,
    "money_share": 0.2727272727272727,
    "entry_rate": 0.24390243902439024,
    "alive_share": 0.9459459459459459
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  "price_move": {
    "d_pct": 0,
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    "m_pct": 0,
    "comparable_agents": 8,
    "quarantined_agents": 0,
    "confidence": "high",
    "published": {
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      "w": false,
      "m": false
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    "tier_own_move": {
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    },
    "tier_agents": {
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    "obs_range": {
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    "tier_obs_range": {
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  },
  "pricing": {
    "sampleSize": 36,
    "observed": 11,
    "byPersona": {
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        "n": 8,
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        "reliability": "none",
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        "usageShare": 0
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      "individual": {
        "n": 2,
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        "reliability": "none",
        "median": 10,
        "p25": 10,
        "p75": 10,
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        "max": 10,
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        "stdev": 0,
        "usageShare": 0.5
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      "pro": {
        "n": 8,
        "nPriced": 7,
        "reliability": "medium",
        "median": 19,
        "p25": 9.95,
        "p75": 29.45,
        "min": 1.67,
        "max": 49,
        "mean": 21.21,
        "stdev": 16.07,
        "usageShare": 0
      },
      "team_sme": {
        "n": 2,
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        "reliability": "none",
        "median": 349,
        "p25": 349,
        "p75": 349,
        "min": 349,
        "max": 349,
        "mean": 349,
        "stdev": 0,
        "usageShare": 0
      },
      "enterprise": {
        "n": 3,
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        "usageShare": 0
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    },
    "byPersonaMonthly": {
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        "p25": null,
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        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
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      "individual": {
        "nMonthly": 0,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0.5,
        "mixedBilling": true,
        "monthlyComparable": false
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      "pro": {
        "nMonthly": 7,
        "p25": 9.95,
        "median": 19,
        "p75": 29.45,
        "confidence": "medium",
        "usageShare": 0,
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      },
      "team_sme": {
        "nMonthly": 1,
        "p25": null,
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        "confidence": "none",
        "usageShare": 0,
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        "monthlyComparable": false
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      "enterprise": {
        "nMonthly": 0,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      }
    },
    "byTierCohorts": {
      "status": "ok",
      "cohorts": [
        {
          "tier": "pro",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 19.45,
          "provider_count": 6,
          "plan_observation_count": 7,
          "data_confidence": 0.47,
          "data_confidence_basis": {
            "provider_component": 0.5,
            "observation_component": 0.35,
            "provider_count": 6,
            "plan_observation_count": 7
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          "reliability": "medium",
          "members": [
            {
              "provider": "larabench",
              "usd": 1.9
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            {
              "provider": "donna_2",
              "usd": 9.99
            },
            {
              "provider": "landed",
              "usd": 19
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            {
              "provider": "workopia_mcp",
              "usd": 19.9
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            {
              "provider": "hirepilot",
              "usd": 29
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            {
              "provider": "jobspipe_mcp",
              "usd": 49
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          ],
          "p25": 12.24,
          "p75": 26.73
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      ],
      "rejected": {
        "ambiguous_cadence": 3,
        "one_time": 2,
        "free_or_zero": 1
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      "evidence": {
        "status": "ok",
        "single_observations": [],
        "observed_offers": [
          {
            "billing": "monthly",
            "unit": "flat",
            "count": 9,
            "offers": [
              {
                "provider": "donna_2",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$9.99 /mo",
                "monthly_usd": 9.99
              },
              {
                "provider": "hirepilot",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29 /Monthly",
                "monthly_usd": 29
              },
              {
                "provider": "jobs",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "jobspipe_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49 / month",
                "monthly_usd": 49
              },
              {
                "provider": "jobspipe_mcp",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$349 / month",
                "monthly_usd": 349
              },
              {
                "provider": "landed",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19 / month",
                "monthly_usd": 19
              },
              {
                "provider": "larabench",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€19.99/year",
                "monthly_usd": 1.9
              },
              {
                "provider": "workopia_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$9.9/mo",
                "monthly_usd": 9.9
              },
              {
                "provider": "workopia_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29.9/mo",
                "monthly_usd": 29.9
              }
            ]
          },
          {
            "billing": "one_time",
            "unit": "flat",
            "count": 2,
            "offers": [
              {
                "provider": "startup_jobs",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$299",
                "monthly_usd": null
              },
              {
                "provider": "startup_jobs",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$99",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 3,
            "offers": [
              {
                "provider": "jobs",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "jobspipe_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "startup_jobs",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact sales",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 8,
          "normalized_observations": 9,
          "comparable_providers": 7,
          "strict_cohorts": 1,
          "exclusion_reasons": {
            "ambiguous_cadence": 3,
            "one_time": 2,
            "free_or_zero": 1
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        }
      }
    },
    "billingMix": {
      "freemium": 8,
      "free": 3
    },
    "freeTierShare": 1,
    "medianLowestUsd": 19.5
  },
  "movement": {
    "niche": "job-search-agent",
    "sector": "services",
    "pricedNow": 8,
    "pairs": 7,
    "repriced": [],
    "newlyPriced": [
      "startup_jobs"
    ],
    "droppedFromPriced": [],
    "likeForLikePct": 0,
    "kind": "composition",
    "narrative": "Composition change (average moved, but no agent changed its price): 1 newly published pricing."
  },
  "index_series": {
    "series": [
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        "day": "2026-07-20",
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        "pairs": 4,
        "dayChangePct": 0
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      {
        "day": "2026-07-21",
        "index": 119.071,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-22",
        "index": 119.071,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-23",
        "index": 119.071,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-24",
        "index": 119.071,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-25",
        "index": 119.071,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-26",
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        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-27",
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        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-28",
        "index": 119.071,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-29",
        "index": 119.071,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-30",
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        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-31",
        "index": 119.071,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-01",
        "index": 119.071,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-02",
        "index": 119.071,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-03",
        "index": 119.071,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-04",
        "index": 119.071,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-05",
        "index": 119.071,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-06",
        "index": 119.071,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-07",
        "index": 119.071,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-08",
        "index": 119.071,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-09",
        "index": 119.071,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-10",
        "index": 119.071,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-11",
        "index": 119.071,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-12",
        "index": 119.071,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-13",
        "index": 119.071,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-14",
        "index": 119.071,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-15",
        "index": 119.071,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-16",
        "index": 119.071,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-17",
        "index": 119.071,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-18",
        "index": 119.071,
        "pairs": 10,
        "dayChangePct": 0
      }
    ],
    "latest": 119.071,
    "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": "career_ops_on_claude",
      "name": "Career Ops On Claude",
      "url": "https://santifer.io/career-ops-system",
      "short_summary": "Automates job search: reads job descriptions, scores job offers multi-dimensionally (A-F grade), generates ATS-optimized personalized resumes per offer, fills…",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Career-Ops is presented as an MIT-licensed open-source system with a $0 price and no paid plans publicly listed."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "workopia_mcp",
      "name": "Workopia",
      "url": "https://workopia.io",
      "short_summary": "job search from employer career pages and ATS feeds, PDF resume generation, AI career advice",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 9.9,
        "monthly_usd": 9.9,
        "headline": "Free tier, then from $9.9/mo",
        "summary": "Free tier, then from $9.9/mo. Workopia offers unlimited free job browsing, Premium at a limited-time $9.9/month price that becomes $19.9/month, and Pro at $29.9/month."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "alleskralle_jobs",
      "name": "Alleskralle Jobs",
      "url": "https://mcp.alleskralle.com/",
      "short_summary": "provides job search functionality with 500k+ listings across Austria, Germany and Switzerland",
      "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": "hospitality_jobs",
      "name": "Hospitality Jobs",
      "url": "https://www.hosco.com",
      "short_summary": "Search Hosco's live hospitality jobs across Spain, Italy, France, the UK and Switzerland — natural-language search with structured filters for department, city…",
      "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": "iquesta",
      "name": "Iquesta",
      "url": "https://www.iquesta.com/",
      "short_summary": "Recherche d'offres de stage et d'alternance en France via le réseau iQuesta.com. Permet de rechercher des offres par mots-clés, région et discipline, consulter…",
      "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": "jobs",
      "name": "Google Jobs",
      "url": "https://smithery.ai/server/google/jobs",
      "short_summary": "Search job postings aggregated from across the web. No API key required. Data via SerpAPI; Smithery is not affiliated with Google.",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 10,
        "monthly_usd": 10,
        "headline": "Free tier, then from $10/mo",
        "summary": "Free tier, then from $10/mo. Smithery offers a free Hobby plan, a $10/month Pay as You Go plan with usage-based RPC overages, and custom enterprise pricing."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "jobspipe_mcp",
      "name": "Jobspipe",
      "url": "https://jobspipe.dev",
      "short_summary": "Search live job postings from 30+ ATS feeds and job boards (Workday, Greenhouse, Lever, Ashby, LinkedIn and more), normalized to one JSON schema, and detect th…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 49,
        "monthly_usd": 49,
        "headline": "Free tier, then from $49/mo",
        "summary": "Free tier, then from $49/mo. JobsPipe offers a permanent free tier for 1,000 jobs per month, with paid Builder and Scale plans at $49 and $349 per month and custom Enterprise pricing."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "jobyap_jobs",
      "name": "Jobyap Jobs",
      "url": "https://jobyap.com",
      "short_summary": "JobYap is a job search engine that aggregates postings directly from the official careers sites of more than 150 companies, refreshed every 30 minutes, so list…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public SaaS pricing or subscription plans were observed on the supplied JobYap pages."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "landed",
      "name": "Landed",
      "url": "https://www.landed.jobs/mcp",
      "short_summary": "Search AI-native jobs, inspect application forms, and fetch free interview-prep resources.",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 79,
        "monthly_usd": 79,
        "headline": "Free tier, then from $79/mo",
        "summary": "Free tier, then from $79/mo. Landed offers a free plan with daily and monthly limits plus a Pro plan at $19 per month or $79 billed annually."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "larabench",
      "name": "Larabench",
      "url": "https://larabench.com/mcp-server",
      "short_summary": "Search Laravel jobs and remote roles, Laravel ecosystem news, and package releases — all read-only, no account required, updated daily.\n\nTwo tools:\n- `search_l…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 1.93,
        "monthly_usd": 2.24,
        "headline": "Free tier, then from $1.93/mo",
        "summary": "Free tier, then from $1.93/mo. LaraBench offers a free local app, while Premium costs €19.99 billed yearly and adds cloud sync, themes, web access, sharing, and batch runs."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "get_job_skill",
      "name": "Get Job Skill",
      "url": "https://github.com/agentenatalie/get-job.skill",
      "short_summary": "AI agent that guides job seekers through resume optimization, role research, and interview prep. Translates real experience into target-role language without f…",
      "price": {
        "observed": false,
        "billing": "unknown",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "GitHub offers a free plan, a Team plan at $4 per user/month, and Enterprise starting at $21 per user/month."
      },
      "home_niche": "ai-interview-coach",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "workmesh",
      "name": "Workmesh",
      "url": "https://github.com/yangyunice/WorkMesh",
      "short_summary": "Open-source AI-era employment platform connecting skills, jobs, enterprises, and AI agents. Coordinates workforce collaboration, skill-sharing, and AI-assisted…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "WorkMesh is presented as an open-source prototype, but no public product pricing is shown."
      },
      "home_niche": "human-task-marketplace",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/job-search-agent",
  "summary": {
    "niche": "job-search-agent",
    "sector": "services",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Pro median $19/mo (4 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "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": 4,
          "reliability": "low",
          "median": 19.45,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "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": [
            9.99,
            29
          ]
        }
      ],
      "warnings": [
        "This niche currently has sufficient MCP pricing but insufficient agent pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "job-search-agent"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/job-search-agent",
    "counts": {
      "listings_with_price_capture": 36,
      "listings_with_observed_public_price": 11,
      "providers_with_numeric_monthly_price_latest_scan": 8,
      "like_for_like_comparable_pairs": 7
    },
    "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": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 19.45,
        "provider_count": 6,
        "plan_observation_count": 7,
        "data_confidence": 0.47,
        "data_confidence_basis": {
          "provider_component": 0.5,
          "observation_component": 0.35,
          "provider_count": 6,
          "plan_observation_count": 7
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "larabench",
            "usd": 1.9
          },
          {
            "provider": "donna_2",
            "usd": 9.99
          },
          {
            "provider": "landed",
            "usd": 19
          },
          {
            "provider": "workopia_mcp",
            "usd": 19.9
          },
          {
            "provider": "hirepilot",
            "usd": 29
          },
          {
            "provider": "jobspipe_mcp",
            "usd": 49
          }
        ],
        "p25": 12.24,
        "p75": 26.73
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 36,
      "listings_with_observed_public_price": 11,
      "normalized_observations": 9,
      "comparable_providers": 7,
      "strict_cohorts": 1,
      "exclusion_reasons": {
        "ambiguous_cadence": 3,
        "one_time": 2,
        "free_or_zero": 1
      }
    },
    "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": 3,
      "one_time": 2,
      "free_or_zero": 1
    },
    "billing_mix": {
      "freemium": 8,
      "free": 3
    },
    "free_tier_share": 1,
    "top_providers": [
      {
        "agent_id": "career_ops_on_claude",
        "name": "Career Ops On Claude",
        "price": {
          "observed": true,
          "billing": "free",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free",
          "summary": "Career-Ops is presented as an MIT-licensed open-source system with a $0 price and no paid plans publicly listed."
        },
        "observed": true
      },
      {
        "agent_id": "workopia_mcp",
        "name": "Workopia",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 9.9,
          "monthly_usd": 9.9,
          "headline": "Free tier, then from $9.9/mo",
          "summary": "Free tier, then from $9.9/mo. Workopia offers unlimited free job browsing, Premium at a limited-time $9.9/month price that becomes $19.9/month, and Pro at $29.9/month."
        },
        "observed": true
      },
      {
        "agent_id": "alleskralle_jobs",
        "name": "Alleskralle Jobs",
        "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": "hospitality_jobs",
        "name": "Hospitality Jobs",
        "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": "iquesta",
        "name": "Iquesta",
        "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
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "job-search-agent"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "job-search-agent",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "career_ops_on_claude"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "career_ops_on_claude"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}