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AI Property Search

Query this niche via MCPmarket_report({ query: "AI Property Search", response_mode: "summary" })
active marketmarket pulse 50/100commercial money present1 new builders in 30d40 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
None priced — too few for a Agents median.
MCP servers · median
$54/mo
$20–$129 middle half · 9 providers · median of every priced plan point, all tiers

All plans — Agents vs MCPs

each dot = one provider · log scale
MCP servers $54
Property Api · $10
kleinanzeigen · $19
Nyc Property Venue · $29
evlek · $54
Motley Nyc · $7
Property Api · $20
land · $29
kleinanzeigen · $49
tulugar · $59
evlek · $67
Estaite Mcp · $249
kleinanzeigen · $129
Nyc Property Venue · $174
propertylabs · $499
$10
$25
$50
$100
$250
$500
AgentsMCP serversshaded = middle half · line = median
What the figures on this page are. This page is Agentery's fixed-niche view of AI Property Search (latest observation 2026-10-15T03:43:03.005Z). The headline medians above are computed from that data per delivery type and buyer-tier tab: on a tier tab, the median of each provider's plan at that tier; on “All”, every priced plan point across tiers pooled. Small cohorts show as “too few” rather than a median. The embedded response below is the broader fixed-niche report: its by_provider_type.*.median pools all tiers, pricing.byPersona.* is per buyer tier, and the unit cohorts (e.g. Pro flat) are per tier and billing unit — so those blocks legitimately differ from one headline figure. Over MCP today the advertised tools are market_report (a semantic neighbourhood for your query, not this fixed niche) and price_benchmark (query/task); niche_report stays callable as a legacy alias. Their cohorts are defined differently, so their numbers can differ from this page.
market_reportprice_benchmark
See the MCP response behind this pagefixed-niche report (legacy niche_report alias, full mode) — broader than the headline figure
{
  "niche": "ai-property-search",
  "parent_sector": "real-estate",
  "provider_type_pricing": {
    "slug": "ai-property-search",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
    "blended": {
      "median": 39,
      "p25": 21.5,
      "p75": 199.97,
      "providers": 10
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    "by_provider_type": {
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        "median": null,
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        "providers": 0,
        "publishable": false,
        "confidence": "insufficient",
        "reason": "Fewer than three comparable priced Agent-economy products are available."
      },
      "mcp": {
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        "p25": 21.5,
        "p75": 199.97,
        "providers": 10,
        "publishable": true,
        "confidence": "normal"
      }
    },
    "recommended_cohort": null,
    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
    "fallback_context": null,
    "context_note": null
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  "crowding_level": "emerging",
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  "adjacent_niches": [
    "mortgage-application-processing",
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    "property-valuation-automation",
    "short-term-rental-management",
    "lease-abstraction",
    "tenant-screening"
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    "byTierCohorts": {
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          "reliability": "medium",
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              {
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              {
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              {
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                "unit": "flat",
                "price": "99€",
                "monthly_usd": null
              },
              {
                "provider": "evlek",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "£20",
                "monthly_usd": null
              },
              {
                "provider": "evlek",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "£50",
                "monthly_usd": null
              },
              {
                "provider": "evlek",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "£100",
                "monthly_usd": null
              },
              {
                "provider": "land",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$349 once",
                "monthly_usd": null
              },
              {
                "provider": "land",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$12 once",
                "monthly_usd": null
              },
              {
                "provider": "landlens",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "£9.99",
                "monthly_usd": null
              },
              {
                "provider": "landlens",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "£49",
                "monthly_usd": null
              },
              {
                "provider": "landlens",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "£199",
                "monthly_usd": null
              },
              {
                "provider": "landlens",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "£29",
                "monthly_usd": null
              },
              {
                "provider": "landlens",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "£99",
                "monthly_usd": null
              },
              {
                "provider": "landlens",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "from £199",
                "monthly_usd": null
              },
              {
                "provider": "skipshit",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$25 total · one-time",
                "monthly_usd": null
              },
              {
                "provider": "skipshit",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$65 total · one-time",
                "monthly_usd": null
              },
              {
                "provider": "skipshit",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$225 total · one-time",
                "monthly_usd": null
              },
              {
                "provider": "skipshit",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$625 total · one-time",
                "monthly_usd": null
              },
              {
                "provider": "tulugar",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "5 credits for $25",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "flat",
            "count": 11,
            "offers": [
              {
                "provider": "cook_county_property_data",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.01",
                "monthly_usd": null
              },
              {
                "provider": "cook_county_property_data",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.03",
                "monthly_usd": null
              },
              {
                "provider": "cook_county_property_data",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.10",
                "monthly_usd": null
              },
              {
                "provider": "getvaletparking_valet_parking",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "1 point",
                "monthly_usd": null
              },
              {
                "provider": "getvaletparking_valet_parking",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "2 points",
                "monthly_usd": null
              },
              {
                "provider": "getvaletparking_valet_parking",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "1 point",
                "monthly_usd": null
              },
              {
                "provider": "getvaletparking_valet_parking",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "1 point",
                "monthly_usd": null
              },
              {
                "provider": "getvaletparking_valet_parking",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "1 point",
                "monthly_usd": null
              },
              {
                "provider": "getvaletparking_valet_parking",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "3 points",
                "monthly_usd": null
              },
              {
                "provider": "getvaletparking_valet_parking",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "3 points",
                "monthly_usd": null
              },
              {
                "provider": "getvaletparking_valet_parking",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "5 points",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 7,
            "offers": [
              {
                "provider": "estaite_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "nyc_property_venue",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact Sales",
                "monthly_usd": null
              },
              {
                "provider": "propertylabs",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "propertylist",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "A medida",
                "monthly_usd": null
              },
              {
                "provider": "yatmo",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Tailored quote",
                "monthly_usd": null
              },
              {
                "provider": "yatmo",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Tailored quote",
                "monthly_usd": null
              },
              {
                "provider": "yatmo",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Tailored quote",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 16,
          "normalized_observations": 19,
          "comparable_providers": 10,
          "strict_cohorts": 3,
          "exclusion_reasons": {
            "one_time": 20,
            "ambiguous_cadence": 7,
            "usage_not_monthly": 11
          }
        }
      }
    },
    "quoteOnlyProvidersByTier": {
      "individual": 0,
      "team_sme": 0,
      "pro": 0,
      "enterprise": 4
    },
    "billingMix": {
      "usage": 3,
      "subscription": 5,
      "free": 5,
      "freemium": 6,
      "one-time": 2
    },
    "freeTierShare": 0.52,
    "medianLowestUsd": 39
  },
  "movement": {
    "niche": "ai-property-search",
    "sector": "real-estate",
    "pricedNow": 10,
    "pairs": 7,
    "repriced": [
      {
        "handle": "yatmo",
        "from": 559.94,
        "to": 559.02,
        "pct": -0.2
      },
      {
        "handle": "evlek",
        "from": 52.86,
        "to": 52.89,
        "pct": 0.1
      }
    ],
    "newlyPriced": [
      "land",
      "propertylabs"
    ],
    "droppedFromPriced": [
      "catastro_mcp",
      "landlens"
    ],
    "likeForLikePct": 0,
    "kind": "mixed",
    "narrative": "Repricing + composition: 2 agents repriced — 1 up, 1 down; 2 newly published pricing; 2 stopped showing a public price."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-09-16",
        "index": 103.312,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-17",
        "index": 103.312,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-18",
        "index": 103.312,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-19",
        "index": 103.312,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-20",
        "index": 103.312,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-21",
        "index": 103.312,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-22",
        "index": 103.312,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-23",
        "index": 103.312,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-24",
        "index": 103.312,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-25",
        "index": 103.312,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-26",
        "index": 103.312,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-27",
        "index": 103.312,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-28",
        "index": 103.312,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-29",
        "index": 103.312,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-30",
        "index": 103.312,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 103.312,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-02",
        "index": 103.312,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-03",
        "index": 103.312,
        "pairs": 16,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-04",
        "index": 103.312,
        "pairs": 16,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-05",
        "index": 103.312,
        "pairs": 16,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-06",
        "index": 103.312,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-07",
        "index": 103.312,
        "pairs": 16,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-08",
        "index": 103.312,
        "pairs": 16,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-09",
        "index": 103.312,
        "pairs": 14,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 103.312,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 103.312,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 103.312,
        "pairs": 18,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 103.312,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 103.312,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-15",
        "index": 103.312,
        "pairs": 22,
        "dayChangePct": 0
      }
    ],
    "latest": 103.312,
    "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": "evlek",
      "name": "Evlek",
      "url": "https://evlek.app/mcp",
      "short_summary": "provides AI agents with live Northern Cyprus property data through MCP server",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Solo Mini",
            "monthly_native": 39,
            "monthly_usd": 51.67,
            "commitment": "monthly",
            "basis": "£39/month",
            "billing_verified": true
          },
          "currency": "GBP",
          "notes": [
            "other prices: 500 kredi £20 (one-time); 1.250 kredi £50 (one-time); 2.500 kredi £100 (one-time)",
            "prices in GBP as published; USD figures are conversions at 2026-10-14"
          ],
          "lines": [
            {
              "name": "Solo Mini",
              "price": "£39,99 / ay",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Solo Pro",
              "price": "£49,99 / ay",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "500 kredi",
              "price": "£20",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "1.250 kredi",
              "price": "£50",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "2.500 kredi",
              "price": "£100",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Ekip ve kurumsal ihtiyaçlar",
              "price": "Teklif ile belirlenir",
              "kind": "unknown"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 51.67,
        "monthly_usd": 51.67,
        "headline": "From £39/mo",
        "summary": "From £39/mo. Evlek, GBP liste fiyatıyla aylık Solo Mini ve Solo Pro abonelikleri, ayrı AI kredi paketleri ve teklif bazlı kurumsal seçenek sunuyor."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "kleinanzeigen",
      "name": "Kleinanzeigen",
      "url": "https://beatanalytics.org/kleinanzeigen",
      "short_summary": "Search and retrieve listings from Kleinanzeigen classifieds platform",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "STARTER",
            "monthly_native": 19,
            "monthly_usd": 19,
            "commitment": "monthly",
            "basis": "$19/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "FREE",
              "price": "$0/month",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "STARTER",
              "price": "$19/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "PRO",
              "price": "$49/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "BUSINESS",
              "price": "$129/month",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 19,
        "monthly_usd": 19,
        "headline": "Free plan; paid from $19/mo",
        "summary": "Free plan; paid from $19/mo. The service offers a free plan with 100 calls per month and paid monthly plans from $19 to $129."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "landlens",
      "name": "Landlens",
      "url": "https://landlens.co.uk",
      "short_summary": "screens UK property sites for planning constraints, flood risk, EPC data, planning history and provides planning intelligence",
      "price": {
        "commercial": {
          "currency": "GBP",
          "notes": [
            "prices in GBP as published; USD figures are conversions at 2026-10-14"
          ],
          "lines": [
            {
              "name": "Quick Check",
              "price": "£9.99",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Full Site Report",
              "price": "£49",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "5 Full Site Reports",
              "price": "£199",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Site Search",
              "price": "£29",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Owner & Neighbour List",
              "price": "£99",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Investigate",
              "price": "from £199",
              "kind": "one_off",
              "billed": "one_off"
            }
          ]
        },
        "observed": true,
        "billing": "one-time",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Quick Check £9.99 (one-time)",
        "summary": "Quick Check £9.99 (one-time). LandLens offers one-time UK land and planning checks, reports, search services and investigations priced from £9.99 to £199 or more."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "liveability_mcp",
      "name": "liveability-mcp",
      "url": "https://liveability.jp/",
      "short_summary": "evaluates liveability scores for Japanese addresses across 6 categories: shopping, medical, transit, education, nature, and safety",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "FREE",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. The service is publicly released and presented as free, with no paid plans or numeric pricing shown."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "nyc_property_venue",
      "name": "NYC Property & Venue Intelligence API",
      "url": "https://nycapi.app",
      "short_summary": "provides NYC property, building, and venue intelligence data through API endpoints",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Starter Pack",
            "monthly_native": 29,
            "monthly_usd": 29,
            "commitment": "monthly",
            "basis": "$29/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Starter Pack",
              "price": "$29/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Growth Pack",
              "price": "$99/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Scale Pack",
              "price": "$249/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Custom",
              "price": "Contact Sales",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 29,
        "monthly_usd": 29,
        "headline": "Free plan; paid from $29/mo",
        "summary": "Free plan; paid from $29/mo. nycapi.app offers a non-renewing free tier with 50 credits and monthly plans from $29 to $249, plus custom volume pricing."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "propcontext",
      "name": "PropContext",
      "url": " https://homepins.in",
      "short_summary": "Live access to 2,700+ RERA-verified apartment projects in Bangalore. Search by builder, locality, BHK, price, possession date, or commute distance to IT hubs.…",
      "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": "skipshit",
      "name": "Skipshit",
      "url": "https://skipshit.com/",
      "short_summary": "investigation-grade people and property searches",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "25 Pack",
              "price": "$25 total · one-time",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "100 Pack",
              "price": "$65 total · one-time",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "500 Pack",
              "price": "$225 total · one-time",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "2500 Pack",
              "price": "$625 total · one-time",
              "kind": "one_off",
              "billed": "one_off"
            }
          ]
        },
        "observed": true,
        "billing": "one-time",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "25 Pack $25 (one-time)",
        "summary": "25 Pack $25 (one-time). The service sells non-expiring search credits in one-time packs ranging from $25 for 25 searches to $625 for 2,500 searches."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "aiproperty_phuket",
      "name": "Aiproperty Phuket",
      "url": "https://aiproperty-phuket.com",
      "short_summary": "Live Phuket, Thailand real-estate catalogue: ~5,800 homes for sale and ~7,800 long-term rentals across 15 zones, plus development projects. Structured and sema…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "The site publishes property sale prices and market medians, but no SaaS or agent subscription pricing."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "boomi_marketplace",
      "name": "Boomi Marketplace",
      "url": "https://marketplace.boomi.com/solutions/ai-agent-property-search",
      "short_summary": "interprets natural language property queries, extracts search criteria, and delivers curated real estate listings",
      "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": "catastro_mcp",
      "name": "Catastro",
      "url": "https://prediohq.com",
      "short_summary": "Resolve and enrich any Spanish property as clean, versioned JSON — look up by referencia catastral, by coordinates (lat/lon), or by address; returns class, use…",
      "price": {
        "commercial": {
          "currency": "EUR",
          "notes": [
            "prices in EUR as published; USD figures are conversions at 2026-10-14"
          ],
          "lines": [
            {
              "name": "Free",
              "price": "0€",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Mini",
              "price": "5€",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Starter",
              "price": "9€",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Growth",
              "price": "29€",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Scale",
              "price": "99€",
              "kind": "one_off",
              "billed": "one_off"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free; Mini €5 (one-time)",
        "summary": "Free; Mini €5 (one-time). Predio offers a 250-credit monthly free tier and prepaid EUR credit packs priced from 5€ to 99€, with usage charged per successful API response."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [],
  "page_url": "https://agentery.com/market/ai-property-search",
  "summary": {
    "niche": "ai-property-search",
    "sector": "real-estate",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Pro median $49/mo (7 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": 7,
          "reliability": "medium",
          "median": 49,
          "p25": 24.49,
          "p75": 63,
          "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": 24,
          "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": 3,
          "reliability": "low",
          "median": 174,
          "p25": null,
          "p75": null,
          "status": "median_only"
        }
      ],
      "warnings": [
        "This niche currently has sufficient MCP pricing but insufficient agent pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-property-search"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/ai-property-search",
    "counts": {
      "listings_with_price_capture": 42,
      "listings_with_observed_public_price": 21,
      "providers_with_numeric_monthly_price_latest_scan": 10,
      "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": 24,
        "provider_count": 4,
        "plan_observation_count": 4,
        "data_confidence": 0.31,
        "data_confidence_basis": {
          "provider_component": 0.33,
          "observation_component": 0.2,
          "provider_count": 4,
          "plan_observation_count": 4
        },
        "reliability": "low",
        "members": [
          {
            "provider": "property_api",
            "usd": 9.99
          },
          {
            "provider": "kleinanzeigen",
            "usd": 19
          },
          {
            "provider": "nyc_property_venue",
            "usd": 29
          },
          {
            "provider": "evlek",
            "usd": 53.59
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 49,
        "provider_count": 7,
        "plan_observation_count": 9,
        "data_confidence": 0.56,
        "data_confidence_basis": {
          "provider_component": 0.58,
          "observation_component": 0.45,
          "provider_count": 7,
          "plan_observation_count": 9
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "motley_nyc",
            "usd": 6.5
          },
          {
            "provider": "property_api",
            "usd": 19.99
          },
          {
            "provider": "land",
            "usd": 29
          },
          {
            "provider": "kleinanzeigen",
            "usd": 49
          },
          {
            "provider": "tulugar",
            "usd": 59
          },
          {
            "provider": "evlek",
            "usd": 66.99
          },
          {
            "provider": "estaite_mcp",
            "usd": 249
          }
        ],
        "p25": 24.49,
        "p75": 63
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 174,
        "provider_count": 3,
        "plan_observation_count": 4,
        "data_confidence": 0.24,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.2,
          "provider_count": 3,
          "plan_observation_count": 4
        },
        "reliability": "low",
        "members": [
          {
            "provider": "kleinanzeigen",
            "usd": 129
          },
          {
            "provider": "nyc_property_venue",
            "usd": 174
          },
          {
            "provider": "propertylabs",
            "usd": 499
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 42,
      "listings_with_observed_public_price": 21,
      "normalized_observations": 19,
      "comparable_providers": 10,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "one_time": 20,
        "ambiguous_cadence": 7,
        "usage_not_monthly": 11
      }
    },
    "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": 20,
      "ambiguous_cadence": 7,
      "usage_not_monthly": 11
    },
    "billing_mix": {
      "usage": 3,
      "subscription": 5,
      "free": 5,
      "freemium": 6,
      "one-time": 2
    },
    "free_tier_share": 0.52,
    "top_providers": [
      {
        "agent_id": "evlek",
        "name": "Evlek",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Solo Mini",
              "monthly_native": 39,
              "monthly_usd": 51.67,
              "commitment": "monthly",
              "basis": "£39/month",
              "billing_verified": true
            },
            "currency": "GBP",
            "notes": [
              "other prices: 500 kredi £20 (one-time); 1.250 kredi £50 (one-time); 2.500 kredi £100 (one-time)",
              "prices in GBP as published; USD figures are conversions at 2026-10-14"
            ],
            "lines": [
              {
                "name": "Solo Mini",
                "price": "£39,99 / ay",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Solo Pro",
                "price": "£49,99 / ay",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "500 kredi",
                "price": "£20",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "1.250 kredi",
                "price": "£50",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "2.500 kredi",
                "price": "£100",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Ekip ve kurumsal ihtiyaçlar",
                "price": "Teklif ile belirlenir",
                "kind": "unknown"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 51.67,
          "monthly_usd": 51.67,
          "headline": "From £39/mo",
          "summary": "From £39/mo. Evlek, GBP liste fiyatıyla aylık Solo Mini ve Solo Pro abonelikleri, ayrı AI kredi paketleri ve teklif bazlı kurumsal seçenek sunuyor."
        },
        "observed": true
      },
      {
        "agent_id": "kleinanzeigen",
        "name": "Kleinanzeigen",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "STARTER",
              "monthly_native": 19,
              "monthly_usd": 19,
              "commitment": "monthly",
              "basis": "$19/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "FREE",
                "price": "$0/month",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "STARTER",
                "price": "$19/month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "PRO",
                "price": "$49/month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "BUSINESS",
                "price": "$129/month",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 19,
          "monthly_usd": 19,
          "headline": "Free plan; paid from $19/mo",
          "summary": "Free plan; paid from $19/mo. The service offers a free plan with 100 calls per month and paid monthly plans from $19 to $129."
        },
        "observed": true
      },
      {
        "agent_id": "landlens",
        "name": "Landlens",
        "price": {
          "commercial": {
            "currency": "GBP",
            "notes": [
              "prices in GBP as published; USD figures are conversions at 2026-10-14"
            ],
            "lines": [
              {
                "name": "Quick Check",
                "price": "£9.99",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Full Site Report",
                "price": "£49",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "5 Full Site Reports",
                "price": "£199",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Site Search",
                "price": "£29",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Owner & Neighbour List",
                "price": "£99",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Investigate",
                "price": "from £199",
                "kind": "one_off",
                "billed": "one_off"
              }
            ]
          },
          "observed": true,
          "billing": "one-time",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Quick Check £9.99 (one-time)",
          "summary": "Quick Check £9.99 (one-time). LandLens offers one-time UK land and planning checks, reports, search services and investigations priced from £9.99 to £199 or more."
        },
        "observed": true
      },
      {
        "agent_id": "liveability_mcp",
        "name": "liveability-mcp",
        "price": {
          "commercial": {
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "FREE",
                "kind": "free",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "free",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free",
          "summary": "Free. The service is publicly released and presented as free, with no paid plans or numeric pricing shown."
        },
        "observed": true
      },
      {
        "agent_id": "nyc_property_venue",
        "name": "NYC Property & Venue Intelligence API",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Starter Pack",
              "monthly_native": 29,
              "monthly_usd": 29,
              "commitment": "monthly",
              "basis": "$29/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "$0",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Starter Pack",
                "price": "$29/month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Growth Pack",
                "price": "$99/month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Scale Pack",
                "price": "$249/month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Custom",
                "price": "Contact Sales",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 29,
          "monthly_usd": 29,
          "headline": "Free plan; paid from $29/mo",
          "summary": "Free plan; paid from $29/mo. nycapi.app offers a non-renewing free tier with 50 credits and monthly plans from $29 to $249, plus custom volume pricing."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-property-search"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "ai-property-search",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "evlek"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "evlek"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

17 providers, one sortable view

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

ProviderTypeFromVs niche medianLiveness
Evlekprovides AI agents with live Northern Cyprus property data through MCP server
mcp$51.67from / mo5.4% above88% livemcp5.4% above median88% live
KKleinanzeigenSearch and retrieve listings from Kleinanzeigen classifieds platform
mcp$19from / mo61.2% below88% livemcp61.2% below median88% live
Lliveability-mcpevaluates liveability scores for Japanese addresses across 6 categories: shopping, medical, transit, education, nature, and safety
mcpFreefree to use—88% livemcp88% live
NYC Property & Venue Intelligence APIprovides NYC property, building, and venue intelligence data through API endpoints
mcp$29from / mo40.8% below88% livemcp40.8% below median88% live
Coworkingview SearchReal coworking spaces around the world: verified prices, amenities, locations and market rates.
mcpFreefree to use—88% livemcp88% live
Estaite - US Rental Market Dataprovides current US rental market data for AI agents and establishes property management firms as cited sources in AI responses
mcp$249from / mo408.2% above88% livemcp408.2% above median88% live
Airbnb Search and Listing Details Serverhighlights Airbnb listings that offer direct booking options and provides links to host websites
mcpFreefree to use—88% livemcp88% live
LandLand and acreages for sale across Canada: search by province, region, price, acres and water.
mcp$29from / mo40.8% below100% livemcp40.8% below median100% live
Lucidrents Building IntelligenApartment building intelligence for NYC, Los Angeles, and Chicago from public records. Search ~2M buildings and get violation history, 311 complaints, tenant r…
mcpFreefree to use—100% livemcp100% live
Motley NycFind, compare, and rank NYC neighborhoods and schools, plus how NYC school admissions works.
mcpFree tierpaid plans vary—88% livemcp88% live
property-apiprovides property intelligence data for US real estate addresses
mcp$9.99from / mo79.6% below88% livemcp79.6% below median88% live
PropertylabsBuilding permits, property assessments, parcels and development intelligence
mcp$299from / mo510.2% above40% livemcp510.2% above median40% live
PropertylistThe official MCP server for the PropertyList MLS: first-party Spanish and European listings - not scraped. Natural-lanuage matching, market summaries, agency d…
mcpFree tierpaid plans vary—88% livemcp88% live
Taco Street LocatingFree, human-backed apartment locating for Austin, Dallas and Houston, TX (long-term rentals only). Search curated, scored inventory with real starting prices;…
mcpFreefree to use—88% livemcp88% live
housing-assistHelps foreigners find rental housing in Tokyo by searching listings, comparing wards, estimating move-in costs, and providing negotiation/market data
mcpFreefree to use—88% livemcp88% live
TulugarTu Lugar is the real estate platform built for AI agents. Search live **Paraguay & Latin America** listings, pull market data, and run mortgage, rental-yield a…
mcp$49from / moat median88% livemcpat median88% live
YatmoNeighbourhood data around any property in 25 countries, for real estate assistants: nearest school, nursery, supermarket, public transport, train station and m…
mcp$559.65from / mo1042.1% above100% livemcp1042.1% above 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.