AI Customer Data Platform

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              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 6,
            "offers": [
              {
                "provider": "continuewith",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "customer_segmentation_ai_agent",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom Pricing",
                "monthly_usd": null
              },
              {
                "provider": "hightouch",
                "tier": "individual",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Free tier",
                "monthly_usd": null
              },
              {
                "provider": "lead_enrichment_agent",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "shadow",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Scalable, bespoke pricing",
                "monthly_usd": null
              },
              {
                "provider": "sitegpt",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 12,
          "normalized_observations": 20,
          "comparable_providers": 10,
          "strict_cohorts": 3,
          "exclusion_reasons": {
            "ambiguous_cadence": 6,
            "usage_not_monthly": 7,
            "one_time": 2
          }
        }
      }
    },
    "quoteOnlyProvidersByTier": {
      "individual": 1,
      "pro": 0,
      "enterprise": 5,
      "team_sme": 0
    },
    "billingMix": {
      "freemium": 4,
      "subscription": 4,
      "usage": 4,
      "one-time": 1,
      "contact_sales": 1,
      "free": 1
    },
    "freeTierShare": 0.33,
    "medianLowestUsd": 39
  },
  "movement": {
    "niche": "ai-customer-data-platform",
    "sector": "sales-marketing-revops",
    "pricedNow": 11,
    "pairs": 9,
    "repriced": [
      {
        "handle": "munin",
        "from": 111.13,
        "to": 110.97,
        "pct": -0.1
      },
      {
        "handle": "leadboxer",
        "from": 167.25,
        "to": 167.02,
        "pct": -0.1
      }
    ],
    "newlyPriced": [
      "rewardloyalty_agent",
      "customer_segmentation_ai_agent"
    ],
    "droppedFromPriced": [],
    "likeForLikePct": 0,
    "kind": "mixed",
    "narrative": "Repricing + composition: 2 agents repriced — all down (avg 0%); 2 newly published pricing."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-09-27",
        "index": 100,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-28",
        "index": 100,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-29",
        "index": 100,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-30",
        "index": 100,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 100,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-02",
        "index": 100,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-03",
        "index": 100,
        "pairs": 16,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-04",
        "index": 100,
        "pairs": 16,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-05",
        "index": 100,
        "pairs": 16,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-06",
        "index": 100,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-07",
        "index": 100,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-08",
        "index": 100,
        "pairs": 16,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-09",
        "index": 100,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 100,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 100,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 100,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 100,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 100,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-15",
        "index": 100,
        "pairs": 18,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-16",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-17",
        "index": 100,
        "pairs": 21,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-18",
        "index": 100,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-19",
        "index": 100,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-20",
        "index": 100,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-21",
        "index": 100,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-22",
        "index": 100,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-23",
        "index": 100,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-24",
        "index": 100,
        "pairs": 16,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-25",
        "index": 100,
        "pairs": 16,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-26",
        "index": 100,
        "pairs": 16,
        "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": "clay_mcp",
      "name": "Mesh MCP",
      "url": "https://me.sh",
      "short_summary": "Access your network seamlessly with a simple and efficient server. Leverage a variety of tools to enhance your applications and workflows. Start integrating wi…",
      "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": "icypeas",
      "name": "Icypeas",
      "url": "https://icypeas.com",
      "short_summary": "sources, verifies, and enriches professional contact data including email finding, email verification, domain scanning, reverse email lookup, and people scrapi…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Basic",
            "monthly_native": 19,
            "monthly_usd": 19,
            "commitment": "monthly",
            "basis": "$19/month",
            "billing_verified": false,
            "billing_note": "the pricing page has a \"Monthly Yearly Save 20%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          },
          "currency": "USD",
          "notes": [
            "billing period unverified: the pricing page has a \"Monthly Yearly Save 20%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          ],
          "lines": [
            {
              "name": "Basic",
              "price": "$19/Month +VAT",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Premium",
              "price": "$39/Month +VAT",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Advanced",
              "price": "$89/Month +VAT",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Hypergrowth",
              "price": "$499/Month +VAT",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 19,
        "monthly_usd": 19,
        "headline": "From $19/mo (billing period unverified: page has a Monthly/Annual toggle)",
        "summary": "From $19/mo (billing period unverified: page has a Monthly/Annual toggle). Icypeas offers four monthly subscription plans from $19 to $499 plus VAT, with included credits and per-email rates that decrease at higher tiers."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "parsley_mcp_server",
      "name": "Parsley",
      "url": "https://www.parsley.id/mcp",
      "short_summary": "Query buyer intent signals, MEDDIC qualifications, and lead scores from Parsley account through conversational interface",
      "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": "playeros",
      "name": "PlayerOS",
      "url": "https://playeros.ai ",
      "short_summary": "casino marketing communication and player engagement automation",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "First Property",
            "monthly_native": 2500,
            "monthly_usd": 2500,
            "commitment": "monthly",
            "basis": "$2,500/month",
            "billing_verified": true
          },
          "rates": [
            {
              "line": "Email",
              "per": "per send",
              "text": "$0 per send"
            },
            {
              "line": "SMS",
              "per": "per segment",
              "text": "$0.03 per segment"
            },
            {
              "line": "Inbox Message",
              "per": "per send",
              "text": "$0.01 per send"
            },
            {
              "line": "AI Voice",
              "per": "per minute",
              "text": "$0.15 per minute"
            },
            {
              "line": "Email Validation",
              "per": "per record",
              "text": "$0 per record"
            },
            {
              "line": "Phone Validation",
              "per": "per record",
              "text": "$0.01 per record"
            },
            {
              "line": "Self-Match Data Append",
              "per": "per match",
              "text": "$0.05 per match"
            }
          ],
          "currency": "USD",
          "notes": [
            "add-on / component (not a whole-product price): Additional Properties $999/mo each"
          ],
          "lines": [
            {
              "name": "First Property",
              "price": "$2,500/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Additional Properties",
              "price": "$999/mo each",
              "kind": "add_on",
              "billed": "monthly"
            },
            {
              "name": "Email",
              "price": "$0.002 per send",
              "kind": "usage_rate",
              "unit": "send",
              "billed": "usage"
            },
            {
              "name": "SMS",
              "price": "$0.025 per segment",
              "kind": "usage_rate",
              "unit": "segment",
              "billed": "usage"
            },
            {
              "name": "Inbox Message",
              "price": "$0.005 per send",
              "kind": "usage_rate",
              "unit": "send",
              "billed": "usage"
            },
            {
              "name": "AI Voice",
              "price": "$0.15 per minute",
              "kind": "usage_rate",
              "unit": "minute",
              "billed": "usage"
            },
            {
              "name": "Email Validation",
              "price": "$0.003 per record",
              "kind": "usage_rate",
              "unit": "record",
              "billed": "usage"
            },
            {
              "name": "Phone Validation",
              "price": "$0.005 per record",
              "kind": "usage_rate",
              "unit": "record",
              "billed": "usage"
            },
            {
              "name": "Self-Match Data Append",
              "price": "$0.05 per match",
              "kind": "usage_rate",
              "unit": "match",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 2500,
        "monthly_usd": 2500,
        "headline": "From $2,500/mo",
        "summary": "From $2,500/mo. PlayerOS charges a $2,500/month platform subscription for the first property, $999/month for each additional property, plus usage-based messaging and data-service fees."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "rewardloyalty_agent",
      "name": "Rewardloyalty Agent",
      "url": "https://rewardloyalty.co/docs/agent-api/overview",
      "short_summary": "provides a stateless REST API for machine-to-machine loyalty operations (award/redeem points, manage clubs, cards, rewards, members, vouchers, tiers, staff)",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Optional renewal",
            "monthly_native": 8.25,
            "monthly_usd": 8.25,
            "commitment": "annual",
            "basis": "$99/year (annual commitment) = $8.25/month equivalent"
          },
          "currency": "USD",
          "notes": [
            "other prices: License $349 once (one-time)"
          ],
          "lines": [
            {
              "name": "License",
              "price": "$349 once",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Optional renewal",
              "price": "$99/year",
              "kind": "base_subscription",
              "billed": "annually"
            }
          ]
        },
        "observed": true,
        "billing": "one-time",
        "lowest_monthly_usd": 8.25,
        "monthly_usd": 8.25,
        "headline": "From $8.25/mo (annual commitment)",
        "summary": "From $8.25/mo (annual commitment). Reward Loyalty costs $349 as a one-time license, with optional updates and support renewal at $99/year after the first 12 months; hosting is separate."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "commontape",
      "name": "Commontape",
      "url": "https://commontape.com",
      "short_summary": "CommonTape lets an AI assistant discover, quote, hold, book, change, cancel and check the status of US house-cleaning jobs for a customer, at each cleaning bus…",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Free to list",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Per finished job",
              "price": "A flat fee per finished job",
              "kind": "unknown"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free tier; paid: A flat fee per finished job (as published; no rate could be read)",
        "summary": "Free tier; paid: A flat fee per finished job (as published; no rate could be read). CommonTape is free to list and charges an unspecified flat fee only for completed, confirmed jobs after the first 10."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "customer_segmentation_ai_agent",
      "name": "Customer Segmentation AI Agent",
      "url": "https://domo.com/ai/agents/customer-segmentation",
      "short_summary": "Multi-agent suite that analyzes customer behavior to segment customers, forecasts demand and warehouse stock risks, and optimizes pricing/discount strategies",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Free Trial",
              "price": "30-day Free Trial",
              "kind": "trial"
            },
            {
              "name": "Custom Pricing",
              "price": "Custom Pricing",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "contact_sales",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Contact sales (no public price)",
        "summary": "Contact sales (no public price). Domo offers a 30-day free trial, while paid access uses custom pricing with sales engagement required."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "hightouch",
      "name": "Hightouch",
      "url": "https://hightouch.com/",
      "short_summary": "Plans, creates, and executes marketing campaigns by aggregating customer data and brand context to generate audiences, journeys, lifecycle campaigns, and on-br…",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Agentic Marketing Platform",
              "price": "Usage based pricing",
              "kind": "unknown"
            },
            {
              "name": "Composable CDP",
              "price": "Usage based pricing",
              "kind": "unknown"
            },
            {
              "name": "Basic Reverse ETL",
              "price": "Free tier",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free tier; paid: Usage based pricing (as published; no rate could be read)",
        "summary": "Free tier; paid: Usage based pricing (as published; no rate could be read). Hightouch offers usage-based pricing for its Agentic Marketing Platform and Composable CDP, plus a free Basic Reverse ETL tier, with no public numeric prices shown."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "lead_enrichment_agent",
      "name": "Lead Enrichment Agent",
      "url": "https://lyzr.ai/blueprints/sales/lead-enrichment-agent",
      "short_summary": "automates lead enrichment, scoring, and routing of sales leads with accurate data",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Annual offering",
            "monthly_native": 8333.33,
            "monthly_usd": 8333.333333333334,
            "commitment": "annual",
            "basis": "$100,000/year (annual commitment) = $8,333/month equivalent"
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free forever",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Annual offering",
              "price": "$100K a year",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Custom",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 8333.333333333334,
        "monthly_usd": 8333.333333333334,
        "headline": "Free plan; paid from $8,333/mo (annual commitment)",
        "summary": "Free plan; paid from $8,333/mo (annual commitment). Lyzr publicly lists a free-forever option, an annual offering starting at $100K per year, and custom pricing."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "leadboxer",
      "name": "Leadboxer",
      "url": "https://www.leadboxer.com/mcp",
      "short_summary": "LeadBoxer gives AI agents B2B company and contact data through four read-only tools:\n\n- **lookup_ip**: reverse IP lookup. Identifies the company behind an IPv4…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 149,
            "monthly_usd": 166.92,
            "commitment": "monthly",
            "basis": "€149/month",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Starter (annual billing)",
            "monthly_equivalent_native": 99,
            "total_native": 1188
          },
          "rates": [
            {
              "line": "Pay-as-you-go: 25k–100k credits",
              "per": "per credit",
              "text": "€0 per credit"
            },
            {
              "line": "Pay-as-you-go: 100k–250k credits",
              "per": "per credit",
              "text": "€0 per credit"
            },
            {
              "line": "Pay-as-you-go: 250k–1M credits",
              "per": "per credit",
              "text": "€0 per credit"
            },
            {
              "line": "Pay-as-you-go: 1M–3M credits",
              "per": "per credit",
              "text": "€0 per credit"
            },
            {
              "line": "Pay-as-you-go: 3M–10M credits",
              "per": "per credit",
              "text": "€0 per credit"
            }
          ],
          "currency": "EUR",
          "notes": [
            "prices in EUR as published; USD figures are conversions at 2026-10-25"
          ],
          "lines": [
            {
              "name": "Pay-as-you-go: 0–25k credits",
              "price": "Free",
              "kind": "unknown"
            },
            {
              "name": "Pay-as-you-go: 25k–100k credits",
              "price": "€0.0025",
              "kind": "usage_rate",
              "unit": "credit",
              "billed": "usage"
            },
            {
              "name": "Pay-as-you-go: 100k–250k credits",
              "price": "€0.0020",
              "kind": "usage_rate",
              "unit": "credit",
              "billed": "usage"
            },
            {
              "name": "Pay-as-you-go: 250k–1M credits",
              "price": "€0.0015",
              "kind": "usage_rate",
              "unit": "credit",
              "billed": "usage"
            },
            {
              "name": "Pay-as-you-go: 1M–3M credits",
              "price": "€0.0010",
              "kind": "usage_rate",
              "unit": "credit",
              "billed": "usage"
            },
            {
              "name": "Pay-as-you-go: 3M–10M credits",
              "price": "€0.0007",
              "kind": "usage_rate",
              "unit": "credit",
              "billed": "usage"
            },
            {
              "name": "Pay-as-you-go: 10M+ credits",
              "price": "Talk to sales",
              "kind": "custom"
            },
            {
              "name": "Free",
              "price": "€0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Starter",
              "price": "€149 billed monthly",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Starter (annual billing)",
              "price": "€99 / month billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Growth",
              "price": "€249 billed monthly",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Growth (annual billing)",
              "price": "€199 / month billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Scale",
              "price": "€449 billed monthly",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Scale (annual billing)",
              "price": "€399 / month billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": 166.92,
        "monthly_usd": 166.92,
        "headline": "Free plan; paid from €149/mo; €99/mo equivalent billed annually",
        "summary": "Free plan; paid from €149/mo; €99/mo equivalent billed annually. LeadBoxer offers usage-based pricing with 25,000 free monthly credits, plus app plans from €149 per month billed monthly or €99 per month billed annually."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "agentic_banking",
      "name": "Agentic Banking",
      "url": "https://thisisbud.com/en-us/agentic",
      "short_summary": "Automates banking operations and consumer finances using agentic AI, turning objectives into actions across the bank's middle/back office and managing consumer…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown; the pricing URL returns a page-not-found message and the site directs visitors to contact sales."
      },
      "home_niche": "banking-automation",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "customer_io",
      "name": "Customer Io",
      "url": "https://www.customer.io/",
      "short_summary": "Customer engagement platform with AI Agent for automated campaign creation, audience segmentation, and personalized messaging across email, SMS, push, and in-a…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Essentials",
            "monthly_native": 100,
            "monthly_usd": 100,
            "commitment": "monthly",
            "basis": "$100/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Essentials",
              "price": "$100 per month / billed monthly",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Premium",
              "price": "$1,000 per month / billed yearly",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Enterprise",
              "price": "Let's talk",
              "kind": "unknown"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 100,
        "monthly_usd": 100,
        "headline": "From $100/mo",
        "summary": "From $100/mo. Customer.io offers Essentials from $100 per month billed monthly, Premium from $1,000 per month billed yearly, and custom-priced Enterprise plans."
      },
      "home_niche": "email-marketing-personalisation",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "ibl_ai",
      "name": "Ibl Ai",
      "url": "https://ibl.ai/resources/enterprise/retail-ecommerce",
      "short_summary": "Deploys autonomous AI agents for retail/e-commerce that monitor inventory, coordinate logistics/supply chain, train frontline staff, analyze customer churn, co…",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Self-serve",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pilot",
              "price": "$15,000",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Integration & Deployment",
              "price": "$25,000",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Codebase Transfer + Custom AI Engineering",
              "price": "custom quote",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "one-time",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free; Pilot $15,000 (one-time)",
        "summary": "Free; Pilot $15,000 (one-time). ibl.ai offers a free-start rechargeable-credit path plus one-time pilots and deployments from $15,000, while codebase transfer and custom engineering require a quote."
      },
      "home_niche": "vertical-ai-agent-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "salestrics",
      "name": "Salestrics",
      "url": "https://salestrics.com/",
      "short_summary": "All-in-one sales platform combining CRM, workspace, AI assistant, finance, and analytics. AI Assistant works on live CRM data to prep calls, draft follow-ups,…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "The domain is parked and displays no SaaS product or public pricing."
      },
      "home_niche": "crm-automation-agent",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "traxio",
      "name": "Traxio",
      "url": "https://traxio.ai/",
      "short_summary": "AI social GTM team for founders that posts content in your voice, identifies buyers showing intent across 30+ signals, and starts conversations from your profi…",
      "price": {
        "observed": false,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "Freemium SaaS with a $99/month Founder tier (per seat) after a 7-day free trial; Team plan requires contacting sales."
      },
      "home_niche": "outbound-sales-sdr",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "zapier",
      "name": "Zapier",
      "url": "https://zapier.com/",
      "short_summary": "Automates AI workflows and agents across apps — scores leads, processes documents, routes tickets, handles requests, answers FAQs, and connects AI to business…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Professional",
            "monthly_native": 19.99,
            "monthly_usd": 19.99,
            "commitment": "monthly",
            "basis": "$19.99/month",
            "billing_verified": false,
            "billing_note": "the pricing page has a \"Pay monthly Pay yearly (Save 33%)\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          },
          "currency": "USD",
          "notes": [
            "billing period unverified: the pricing page has a \"Pay monthly Pay yearly (Save 33%)\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          ],
          "lines": [
            {
              "name": "Free",
              "price": "$0 /mo",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Professional",
              "price": "$19.99 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Team",
              "price": "$69 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "Contact for pricing",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 19.99,
        "monthly_usd": 19.99,
        "headline": "Free plan; paid from $19.99/mo (billing period unverified: page has a Monthly/Annual toggle)",
        "summary": "Free plan; paid from $19.99/mo (billing period unverified: page has a Monthly/Annual toggle). Zapier offers a permanent free plan, paid Professional and Team plans starting at $19.99 and $69 per month, and custom-priced Enterprise service."
      },
      "home_niche": "workflow-automation-platform",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/ai-customer-data-platform",
  "summary": {
    "niche": "ai-customer-data-platform",
    "sector": "sales-marketing-revops",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Team / SME median $398/mo (5 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "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": 5,
          "reliability": "medium",
          "median": 397.86,
          "p25": 200,
          "p75": 416.67,
          "status": "ok"
        },
        {
          "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": 4,
          "reliability": "low",
          "median": 79.5,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "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": [
            8.25,
            8.33
          ]
        },
        {
          "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,
            112.86
          ]
        },
        {
          "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": [
            64,
            500
          ]
        }
      ],
      "warnings": [
        "This niche currently has sufficient MCP pricing but insufficient agent pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-customer-data-platform"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/ai-customer-data-platform",
    "counts": {
      "listings_with_price_capture": 23,
      "listings_with_observed_public_price": 15,
      "providers_with_numeric_monthly_price_latest_scan": 11,
      "like_for_like_comparable_pairs": 9
    },
    "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": 29,
        "provider_count": 6,
        "plan_observation_count": 6,
        "data_confidence": 0.46,
        "data_confidence_basis": {
          "provider_component": 0.5,
          "observation_component": 0.3,
          "provider_count": 6,
          "plan_observation_count": 6
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "rewardloyalty_agent",
            "usd": 8.25
          },
          {
            "provider": "lead_enrichment_agent",
            "usd": 8.33
          },
          {
            "provider": "icypeas",
            "usd": 19
          },
          {
            "provider": "sitegpt",
            "usd": 39
          },
          {
            "provider": "shadow",
            "usd": 120
          },
          {
            "provider": "leadboxer",
            "usd": 169.86
          }
        ],
        "p25": 11,
        "p75": 99.75
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 88.43,
        "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": "continuewith",
            "usd": 19
          },
          {
            "provider": "icypeas",
            "usd": 64
          },
          {
            "provider": "munin",
            "usd": 112.86
          },
          {
            "provider": "shadow",
            "usd": 500
          }
        ]
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 298.93,
        "provider_count": 6,
        "plan_observation_count": 8,
        "data_confidence": 0.48,
        "data_confidence_basis": {
          "provider_component": 0.5,
          "observation_component": 0.4,
          "provider_count": 6,
          "plan_observation_count": 8
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "continuewith",
            "usd": 49
          },
          {
            "provider": "sitegpt",
            "usd": 169
          },
          {
            "provider": "shadow",
            "usd": 200
          },
          {
            "provider": "leadboxer",
            "usd": 397.86
          },
          {
            "provider": "reach",
            "usd": 416.67
          },
          {
            "provider": "icypeas",
            "usd": 499
          }
        ],
        "p25": 176.75,
        "p75": 411.97
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 23,
      "listings_with_observed_public_price": 15,
      "normalized_observations": 20,
      "comparable_providers": 10,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "ambiguous_cadence": 6,
        "usage_not_monthly": 7,
        "one_time": 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": 6,
      "usage_not_monthly": 7,
      "one_time": 2
    },
    "billing_mix": {
      "freemium": 4,
      "subscription": 4,
      "usage": 4,
      "one-time": 1,
      "contact_sales": 1,
      "free": 1
    },
    "free_tier_share": 0.33,
    "top_providers": [
      {
        "agent_id": "clay_mcp",
        "name": "Mesh MCP",
        "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": "icypeas",
        "name": "Icypeas",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Basic",
              "monthly_native": 19,
              "monthly_usd": 19,
              "commitment": "monthly",
              "basis": "$19/month",
              "billing_verified": false,
              "billing_note": "the pricing page has a \"Monthly Yearly Save 20%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
            },
            "currency": "USD",
            "notes": [
              "billing period unverified: the pricing page has a \"Monthly Yearly Save 20%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
            ],
            "lines": [
              {
                "name": "Basic",
                "price": "$19/Month +VAT",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Premium",
                "price": "$39/Month +VAT",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Advanced",
                "price": "$89/Month +VAT",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Hypergrowth",
                "price": "$499/Month +VAT",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 19,
          "monthly_usd": 19,
          "headline": "From $19/mo (billing period unverified: page has a Monthly/Annual toggle)",
          "summary": "From $19/mo (billing period unverified: page has a Monthly/Annual toggle). Icypeas offers four monthly subscription plans from $19 to $499 plus VAT, with included credits and per-email rates that decrease at higher tiers."
        },
        "observed": true
      },
      {
        "agent_id": "parsley_mcp_server",
        "name": "Parsley",
        "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": "playeros",
        "name": "PlayerOS",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "First Property",
              "monthly_native": 2500,
              "monthly_usd": 2500,
              "commitment": "monthly",
              "basis": "$2,500/month",
              "billing_verified": true
            },
            "rates": [
              {
                "line": "Email",
                "per": "per send",
                "text": "$0 per send"
              },
              {
                "line": "SMS",
                "per": "per segment",
                "text": "$0.03 per segment"
              },
              {
                "line": "Inbox Message",
                "per": "per send",
                "text": "$0.01 per send"
              },
              {
                "line": "AI Voice",
                "per": "per minute",
                "text": "$0.15 per minute"
              },
              {
                "line": "Email Validation",
                "per": "per record",
                "text": "$0 per record"
              },
              {
                "line": "Phone Validation",
                "per": "per record",
                "text": "$0.01 per record"
              },
              {
                "line": "Self-Match Data Append",
                "per": "per match",
                "text": "$0.05 per match"
              }
            ],
            "currency": "USD",
            "notes": [
              "add-on / component (not a whole-product price): Additional Properties $999/mo each"
            ],
            "lines": [
              {
                "name": "First Property",
                "price": "$2,500/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Additional Properties",
                "price": "$999/mo each",
                "kind": "add_on",
                "billed": "monthly"
              },
              {
                "name": "Email",
                "price": "$0.002 per send",
                "kind": "usage_rate",
                "unit": "send",
                "billed": "usage"
              },
              {
                "name": "SMS",
                "price": "$0.025 per segment",
                "kind": "usage_rate",
                "unit": "segment",
                "billed": "usage"
              },
              {
                "name": "Inbox Message",
                "price": "$0.005 per send",
                "kind": "usage_rate",
                "unit": "send",
                "billed": "usage"
              },
              {
                "name": "AI Voice",
                "price": "$0.15 per minute",
                "kind": "usage_rate",
                "unit": "minute",
                "billed": "usage"
              },
              {
                "name": "Email Validation",
                "price": "$0.003 per record",
                "kind": "usage_rate",
                "unit": "record",
                "billed": "usage"
              },
              {
                "name": "Phone Validation",
                "price": "$0.005 per record",
                "kind": "usage_rate",
                "unit": "record",
                "billed": "usage"
              },
              {
                "name": "Self-Match Data Append",
                "price": "$0.05 per match",
                "kind": "usage_rate",
                "unit": "match",
                "billed": "usage"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 2500,
          "monthly_usd": 2500,
          "headline": "From $2,500/mo",
          "summary": "From $2,500/mo. PlayerOS charges a $2,500/month platform subscription for the first property, $999/month for each additional property, plus usage-based messaging and data-service fees."
        },
        "observed": true
      },
      {
        "agent_id": "rewardloyalty_agent",
        "name": "Rewardloyalty Agent",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Optional renewal",
              "monthly_native": 8.25,
              "monthly_usd": 8.25,
              "commitment": "annual",
              "basis": "$99/year (annual commitment) = $8.25/month equivalent"
            },
            "currency": "USD",
            "notes": [
              "other prices: License $349 once (one-time)"
            ],
            "lines": [
              {
                "name": "License",
                "price": "$349 once",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Optional renewal",
                "price": "$99/year",
                "kind": "base_subscription",
                "billed": "annually"
              }
            ]
          },
          "observed": true,
          "billing": "one-time",
          "lowest_monthly_usd": 8.25,
          "monthly_usd": 8.25,
          "headline": "From $8.25/mo (annual commitment)",
          "summary": "From $8.25/mo (annual commitment). Reward Loyalty costs $349 as a one-time license, with optional updates and support renewal at $99/year after the first 12 months; hosting is separate."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-customer-data-platform"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "ai-customer-data-platform",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "clay_mcp"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "clay_mcp"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}