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AI Candidate Sourcing

Query this niche via MCPniche_report({ niche: "ai-candidate-sourcing" })
active marketmarket pulse 64/100commercial money present0 new builders in 30d10 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
None priced — too few for a Agents median.
MCP servers · median
$94/mo
$10–$129 middle half · 6 providers

All plansAgents vs MCPs

each dot = one provider · log scale
MCP servers $94
dice · $10
linkedinrealtimesearchserver · $10
offerloop · $35
offerloop · $10
kolvera · $94
devmatch · $129
kolvera · $237
recruitermcp · $313
$10
$25
$50
$100
$250
AgentsMCP serversshaded = middle half · line = median

All plans

8 priced
Providervs its cohort medianMonthly
dicemcp
$10 below
linkedinrealtimesearchservermcp
$10 below
offerloopmcp
$10 below
offerloopmcp
$35 below
kolveramcp
$94 ~median
devmatchmcp
$129 above
kolveramcp
$237 above
recruitermcpmcp
$313 above
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
This page is the human view of the MCP answer. The same structured `niche_report` / `price_benchmark` an agent receives over MCP or REST.
niche_reportprice_benchmark
See the MCP response behind this pageniche_report
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      },
      {
        "day": "2026-08-05",
        "index": 97.43,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-06",
        "index": 97.43,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-07",
        "index": 97.43,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-08",
        "index": 97.43,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-09",
        "index": 97.43,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-10",
        "index": 97.43,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-11",
        "index": 97.43,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-12",
        "index": 97.43,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-13",
        "index": 97.43,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-14",
        "index": 97.43,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-15",
        "index": 97.43,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-16",
        "index": 97.43,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-17",
        "index": 97.43,
        "pairs": 13,
        "dayChangePct": 0
      }
    ],
    "latest": 97.43,
    "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": "juicebox_peoplegpt_the_leading",
      "name": "Juicebox Peoplegpt The Leading",
      "url": "https://juicebox.ai/",
      "short_summary": "Finds, verifies, and conducts automated outreach to recruiting candidates by searching profiles and managing the sourcing workflow end-to-end",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 99,
        "monthly_usd": 99,
        "headline": "Free tier, then from $99/mo",
        "summary": "Free tier, then from $99/mo. Juicebox offers a free plan, paid seat-based plans at $99 and $179 per month, a custom Business plan, and Agents available as a $199 per-agent monthly add-on."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "kolvera",
      "name": "Kolvera",
      "url": "https://www.kolvera.io",
      "short_summary": "Australian recruitment business development - maps markets, finds decision-makers with verified contact details, runs AI outreach campaigns, generates client r…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 101.3,
        "monthly_usd": 71.76,
        "headline": "From $101.3/mo",
        "summary": "From $101.3/mo. Kolvera offers Pro and Scale subscriptions at A$143 and A$359 per month month-to-month, discounted to A$119 and A$299 per month when billed annually, plus a 14-day free trial."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "offerloop",
      "name": "Offerloop",
      "url": "https://www.offerloop.ai",
      "short_summary": "finds alumni and professionals at target companies and drafts personalized outreach emails for career networking",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 4.99,
        "monthly_usd": 4.99,
        "headline": "Free tier, then from $4.99/mo",
        "summary": "Free tier, then from $4.99/mo. Offerloop provides a permanent free tier, monthly Pro and Elite subscriptions, a one-time four-month Season Pass, and one-time credit packs."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "recruitermcp",
      "name": "Get on Board Recruiter MCP Server",
      "url": "https://www.getonbrd.com/mcp",
      "short_summary": "searches tech candidates in Latin America through Talent Database and finds matches for open positions",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 150,
        "monthly_usd": 150,
        "headline": "From $150/mo",
        "summary": "From $150/mo. Get on Board offers a $150-per-job pay-as-you-go option or monthly recruiting subscriptions starting at $250 USD/month, with annual billing also available."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "talnexis",
      "name": "talnexis",
      "url": "http://www.Talnexis.com",
      "short_summary": "tracks hiring patterns and provides hiring intelligence across tech companies",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing information was observed on the homepage, and no pricing page was available."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "devmatch",
      "name": "DevMatch",
      "url": "https://dev-match.xyz/",
      "short_summary": "searches and ranks engineers for hiring based on verified open-source contributions and mission fit",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 129,
        "monthly_usd": 129,
        "headline": "From $129/mo",
        "summary": "From $129/mo. DevMatch offers a free platform tier, a $129/month Pro subscription, custom Enterprise pricing, and placement services priced at $10,000 or $15,000 per confirmed hire."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "dice",
      "name": "Dice",
      "url": "https://smithery.ai/server/dice",
      "short_summary": "Search tech job listings, filter by skills and location, and browse candidate profiles. Track job market trends and salary data.",
      "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 credits, and custom pricing for enterprise features."
      },
      "evidence_quality": "low",
      "upvotes": 0
    },
    {
      "agent_id": "linkedinrealtimesearchserver",
      "name": "LinkedIn Ads Library Server",
      "url": "https://smithery.ai/server/InstantMCP/linkedinrealtimesearchserver",
      "short_summary": "Search and retrieve LinkedIn ads effortlessly. Utilize powerful tools to find ads based on keywords, countries, and date ranges, or get detailed information ab…",
      "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 Pay as you go plan at $10/mo with usage-based RPC charges after included credits, and custom pricing for enterprise features."
      },
      "evidence_quality": "low",
      "upvotes": 0
    },
    {
      "agent_id": "crustdata",
      "name": "Crustdata",
      "url": "https://crustdata.com/solutions/recruiting",
      "short_summary": "Real-time people and company data APIs for recruiting platforms and AI-driven workflows, with candidate scoring, enrichment, job-change tracking, watchlists, a…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "Crustdata describes credit-based API access, annual or monthly payment options, flat-file datasets, and custom enterprise solutions, but publishes no prices."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "talent_sourcing_ai_agent",
      "name": "Talent Sourcing Ai Agent",
      "url": "https://busyman.cz/en/projekty/marketing-media/15875-2252-talent-sourcing-ai-agent-us-and-eu-market",
      "short_summary": "DIY tool that automates outbound job ad campaigns to reach passive candidates through social media targeting. Enables recruiters to design and launch targeted…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public SaaS pricing plans or subscription rates were observed in the supplied project listing."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "polarisjobs",
      "name": "Polarisjobs",
      "url": "https://polarisjobs.com/",
      "short_summary": "AI recruiting copilot that screens resumes, evaluates and scores candidates, recommends matches, and manages candidate hiring workflow for staffing agencies",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public subscription price or plan details were observed; the site only states $0 upfront cost and directs agencies to schedule a demo."
      },
      "home_niche": "ai-recruiting-agent",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/ai-candidate-sourcing",
  "summary": {
    "niche": "ai-candidate-sourcing",
    "sector": "services",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Individual median $10/mo (3 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "individual",
          "buyer_tier_label": "Individual",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 3,
          "reliability": "low",
          "median": 10,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "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": 3,
          "reliability": "low",
          "median": 94.38,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "team_sme",
          "buyer_tier_label": "Team / SME",
          "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": [
            236.94,
            312.5
          ]
        }
      ],
      "warnings": [
        "This niche currently has sufficient MCP pricing but insufficient agent pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-candidate-sourcing"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/ai-candidate-sourcing",
    "counts": {
      "listings_with_price_capture": 11,
      "listings_with_observed_public_price": 7,
      "providers_with_numeric_monthly_price_latest_scan": 7,
      "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": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 10,
        "provider_count": 3,
        "plan_observation_count": 3,
        "data_confidence": 0.23,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.15,
          "provider_count": 3,
          "plan_observation_count": 3
        },
        "reliability": "low",
        "members": [
          {
            "provider": "dice",
            "usd": 10
          },
          {
            "provider": "linkedinrealtimesearchserver",
            "usd": 10
          },
          {
            "provider": "offerloop",
            "usd": 34.99
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 94.38,
        "provider_count": 3,
        "plan_observation_count": 3,
        "data_confidence": 0.23,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.15,
          "provider_count": 3,
          "plan_observation_count": 3
        },
        "reliability": "low",
        "members": [
          {
            "provider": "offerloop",
            "usd": 9.99
          },
          {
            "provider": "kolvera",
            "usd": 94.38
          },
          {
            "provider": "devmatch",
            "usd": 129
          }
        ]
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 274.72,
        "provider_count": 2,
        "plan_observation_count": 3,
        "data_confidence": 0.16,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.15,
          "provider_count": 2,
          "plan_observation_count": 3
        },
        "reliability": "low",
        "members": [
          {
            "provider": "kolvera",
            "usd": 236.94
          },
          {
            "provider": "recruitermcp",
            "usd": 312.5
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 11,
      "listings_with_observed_public_price": 7,
      "normalized_observations": 13,
      "comparable_providers": 7,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "one_time": 7,
        "free_or_zero": 2,
        "ambiguous_cadence": 4,
        "usage_not_monthly": 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": {
      "one_time": 7,
      "free_or_zero": 2,
      "ambiguous_cadence": 4,
      "usage_not_monthly": 1
    },
    "billing_mix": {
      "freemium": 4,
      "subscription": 3
    },
    "free_tier_share": 0.57,
    "top_providers": [
      {
        "agent_id": "juicebox_peoplegpt_the_leading",
        "name": "Juicebox Peoplegpt The Leading",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 99,
          "monthly_usd": 99,
          "headline": "Free tier, then from $99/mo",
          "summary": "Free tier, then from $99/mo. Juicebox offers a free plan, paid seat-based plans at $99 and $179 per month, a custom Business plan, and Agents available as a $199 per-agent monthly add-on."
        },
        "observed": true
      },
      {
        "agent_id": "kolvera",
        "name": "Kolvera",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 101.3,
          "monthly_usd": 71.76,
          "headline": "From $101.3/mo",
          "summary": "From $101.3/mo. Kolvera offers Pro and Scale subscriptions at A$143 and A$359 per month month-to-month, discounted to A$119 and A$299 per month when billed annually, plus a 14-day free trial."
        },
        "observed": true
      },
      {
        "agent_id": "offerloop",
        "name": "Offerloop",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 4.99,
          "monthly_usd": 4.99,
          "headline": "Free tier, then from $4.99/mo",
          "summary": "Free tier, then from $4.99/mo. Offerloop provides a permanent free tier, monthly Pro and Elite subscriptions, a one-time four-month Season Pass, and one-time credit packs."
        },
        "observed": true
      },
      {
        "agent_id": "recruitermcp",
        "name": "Get on Board Recruiter MCP Server",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 150,
          "monthly_usd": 150,
          "headline": "From $150/mo",
          "summary": "From $150/mo. Get on Board offers a $150-per-job pay-as-you-go option or monthly recruiting subscriptions starting at $250 USD/month, with annual billing also available."
        },
        "observed": true
      },
      {
        "agent_id": "talnexis",
        "name": "talnexis",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public pricing information was observed on the homepage, and no pricing page was available."
        },
        "observed": false
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-candidate-sourcing"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "ai-candidate-sourcing",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "juicebox_peoplegpt_the_leading"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "juicebox_peoplegpt_the_leading"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

7 providers, one sortable view

Dense enough for many listings; progressive disclosure keeps mobile usable.

ProviderTypeFromVs niche medianLiveness
Juicebox Peoplegpt The LeadingFinds, verifies, and conducts automated outreach to recruiting candidates by searching profiles and managing the sourcing workflow end-to-end
agent$99from / mo4.9% above100% liveagent4.9% above median100% live
KolveraAustralian recruitment business development - maps markets, finds decision-makers with verified contact details, runs AI outreach campaigns, generates client r…
mcp$101.30from / mo7.3% above100% livemcp7.3% above median100% live
Offerloopfinds alumni and professionals at target companies and drafts personalized outreach emails for career networking
mcp$4.99from / mo94.7% below100% livemcp94.7% below median100% live
Get on Board Recruiter MCP Serversearches tech candidates in Latin America through Talent Database and finds matches for open positions
mcp$150from / mo58.9% above100% livemcp58.9% above median100% live
DevMatchsearches and ranks engineers for hiring based on verified open-source contributions and mission fit
mcp$129from / mo36.7% above100% livemcp36.7% above median100% live
DiceSearch tech job listings, filter by skills and location, and browse candidate profiles. Track job market trends and salary data.
mcp$10from / mo89.4% below100% livemcp89.4% below median100% live
LALinkedIn Ads Library ServerSearch and retrieve LinkedIn ads effortlessly. Utilize powerful tools to find ads based on keywords, countries, and date ranges, or get detailed information ab…
mcp$10from / mo89.4% below100% livemcp89.4% below median100% live
Showing only providers with a published price or a free plan. $29 = lowest observed monthly · Free = free to use · Free tier = free plan + paid options.