Drug Interaction Checker

{
  "niche": "drug-interaction-checker",
  "parent_sector": "healthcare-ops",
  "provider_type_pricing": {
    "slug": "drug-interaction-checker",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
    "blended": {
      "median": 19.5,
      "p25": null,
      "p75": null,
      "providers": 2
    },
    "by_provider_type": {
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        "median": null,
        "p25": 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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        "publishable": false,
        "confidence": "insufficient",
        "reason": "Fewer than three comparable priced MCP servers are available."
      }
    },
    "recommended_cohort": null,
    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
    "fallback_context": null,
    "context_note": null
  },
  "crowding_level": "sparse",
  "observed_node_count": 1,
  "adjacent_niches": [
    "claims-denial-management",
    "clinical-trial-recruitment",
    "hcc-risk-adjustment",
    "pharmacy-benefits-management",
    "medical-billing-codes",
    "veterinary-triage"
  ],
  "market_pulse": {
    "pulse": 45,
    "drivers": [
      "enterprise money present",
      "1 new builder in 30d"
    ],
    "price_move_30d_pct": null,
    "money_share": 0.3333333333333333,
    "entry_rate": 0.07692307692307693,
    "alive_share": 1
  },
  "price_move": {
    "d_pct": 0,
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    "m_pct": 0,
    "comparable_agents": 2,
    "quarantined_agents": 0,
    "confidence": "thin",
    "published": {
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      "m": {
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        "enterprise": 0
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    },
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      "team_sme": [
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    },
    "tier_own_move": {
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      "m": {
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    },
    "tier_agents": {
      "individual": 2,
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      "team_sme": 1,
      "enterprise": 0
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    "obs_range": {
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    "tier_obs_range": {
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  },
  "pricing": {
    "sampleSize": 8,
    "observed": 3,
    "byPersona": {
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        "reliability": "none",
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      "individual": {
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        "reliability": "low",
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        "p25": 14.75,
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        "min": 10,
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        "mean": 19.5,
        "stdev": 13.44,
        "usageShare": 0.33
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      "pro": {
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        "reliability": "none",
        "median": null,
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        "usageShare": 0
      },
      "team_sme": {
        "n": 2,
        "nPriced": 2,
        "reliability": "low",
        "median": 139,
        "p25": 109,
        "p75": 169,
        "min": 79,
        "max": 199,
        "mean": 139,
        "stdev": 84.85,
        "usageShare": 0
      },
      "enterprise": {
        "n": 1,
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        "reliability": "none",
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        "usageShare": 0
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    },
    "byPersonaMonthly": {
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        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      },
      "individual": {
        "nMonthly": 1,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0.33,
        "mixedBilling": true,
        "monthlyComparable": false
      },
      "pro": {
        "nMonthly": 0,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      },
      "team_sme": {
        "nMonthly": 2,
        "p25": 109,
        "median": 139,
        "p75": 169,
        "confidence": "low",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": true
      },
      "enterprise": {
        "nMonthly": 0,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      }
    },
    "byTierCohorts": {
      "status": "ok",
      "cohorts": [
        {
          "tier": "individual",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 19.5,
          "provider_count": 2,
          "plan_observation_count": 2,
          "data_confidence": 0.15,
          "data_confidence_basis": {
            "provider_component": 0.17,
            "observation_component": 0.1,
            "provider_count": 2,
            "plan_observation_count": 2
          },
          "reliability": "low",
          "members": [
            {
              "provider": "sukl_mcp",
              "usd": 10
            },
            {
              "provider": "meddata",
              "usd": 29
            }
          ]
        }
      ],
      "rejected": {
        "free_or_zero": 1,
        "ambiguous_cadence": 1
      },
      "evidence": {
        "status": "ok",
        "single_observations": [],
        "observed_offers": [
          {
            "billing": "monthly",
            "unit": "flat",
            "count": 4,
            "offers": [
              {
                "provider": "meddata",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29/month",
                "monthly_usd": 29
              },
              {
                "provider": "meddata",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$79/month",
                "monthly_usd": 79
              },
              {
                "provider": "meddata",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$199/month",
                "monthly_usd": 199
              },
              {
                "provider": "sukl_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 1,
            "offers": [
              {
                "provider": "sukl_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 2,
          "normalized_observations": 4,
          "comparable_providers": 2,
          "strict_cohorts": 1,
          "exclusion_reasons": {
            "free_or_zero": 1,
            "ambiguous_cadence": 1
          }
        }
      }
    },
    "billingMix": {
      "freemium": 2,
      "free": 1
    },
    "freeTierShare": 1,
    "medianLowestUsd": 19.5
  },
  "movement": null,
  "index_series": {
    "series": [
      {
        "day": "2026-07-19",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
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      {
        "day": "2026-07-20",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-21",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-22",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-23",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-24",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-25",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-26",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-27",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-28",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-29",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-30",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-31",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-01",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-02",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-03",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-04",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-05",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-06",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-07",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-08",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-09",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-10",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-11",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-12",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-13",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-14",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-15",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-16",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-17",
        "index": 100,
        "pairs": 3,
        "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": "engpassradar",
      "name": "Engpassradar",
      "url": "https://engpassradar.ch ",
      "short_summary": "Aggregated Swiss medication shortage data — 8 tools for drug shortage search, alternatives, company profiles and trend analysis. Data from drugshortage.ch, BWL…",
      "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": "meddata",
      "name": "Meddata",
      "url": "https://meddata.anthesia.io",
      "short_summary": "Look up U.S. drug and supplement data and check interactions, pulled from free government health databases (openFDA, RxNorm, NIH ODS).\n\nTools:\n- search_drugs,…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 29,
        "monthly_usd": 29,
        "headline": "Free tier, then from $29/mo",
        "summary": "Free tier, then from $29/mo. MedData offers a free tier with 250 monthly API calls and paid monthly plans from $29 to $199, while enterprise customers can request custom terms."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "oracle_health",
      "name": "Clinical Guidelines Agent",
      "url": "https://docs.oracle.com/en/industries/health/oracle-health-ehr/ehrug/clinical-guidelines-agent.html",
      "short_summary": "answers clinical questions about guidelines, drug interactions, side effects, and dosing using the Multum drug database",
      "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": "sukl_mcp",
      "name": "Sukl",
      "url": "https://smithery.ai/server/petrsovadina/sukl-mcp",
      "short_summary": "MCP server poskytující přístup k české databázi léčivých přípravků SÚKL (Státní ústav pro kontrolu léčiv).\nSUKL MCP Server implementuje Model Context Protocol…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 10,
        "monthly_usd": 10,
        "headline": "Free tier, then from $10/mo",
        "summary": "Free tier, then from $10/mo. Smithery offers a free Hobby tier, a $10/month Pay as you Go tier with usage credits and overage pricing, and custom enterprise pricing."
      },
      "evidence_quality": "low",
      "upvotes": 0
    },
    {
      "agent_id": "drug_interaction_checker",
      "name": "Drug Interaction Checker",
      "url": "https://myseniorcarehub.com/drug-interaction-checker?srsltid=AfmBOopUeV7uNVckAWw4ktiT8EHA-AGvsA8a5XXtSeQ1A2BK85E1f64c",
      "short_summary": "AI voice and chat agent that reviews prescription drugs, over-the-counter medicines, supplements, vaccines, food, alcohol, and diseases for potential interacti…",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "The Drug Interaction Checker is publicly presented as a free tool, with no paid subscription pricing shown."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "israel_drugs_mcp",
      "name": "Israel Drugs",
      "url": "https://github.com/DavidOsherdiagnostica/israel-drugs-mcp-server",
      "short_summary": "MCP server providing AI agents access to Israel's complete pharmaceutical database from the Ministry of Health, enabling medication guidance, safety assessment…",
      "price": {
        "observed": false,
        "billing": "unknown",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "GitHub offers a permanent Free plan, a Team plan at $4 per user/month, and Enterprise starting at $21 per user/month."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "rapidinnovation_drug_interacti",
      "name": "Rapidinnovation Drug Interacti",
      "url": "https://rapidinnovation.io/service-page-new/ai-agent-predictive-drug-interaction-checker",
      "short_summary": "AI agent that predicts drug interactions in real-time to enhance patient safety. Provides healthcare professionals with predictive insights to prevent adverse…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No reliable public subscription or service pricing is stated in the supplied homepage or pricing-page content."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [],
  "page_url": "https://agentery.com/market/drug-interaction-checker",
  "summary": {
    "niche": "drug-interaction-checker",
    "sector": "healthcare-ops",
    "pricing_by_provider_type": {
      "headline": "No published benchmark for drug-interaction-checker yet — too few comparable priced providers. Observed offers are listed.",
      "benchmarks": [
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "individual",
          "buyer_tier_label": "Individual",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            10,
            29
          ]
        }
      ],
      "warnings": [],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "drug-interaction-checker"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/drug-interaction-checker",
    "counts": {
      "listings_with_price_capture": 8,
      "listings_with_observed_public_price": 3,
      "providers_with_numeric_monthly_price_latest_scan": null,
      "like_for_like_comparable_pairs": null
    },
    "movement": {
      "d": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "w": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "m": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "ok",
    "pricing_by_tier": [
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 19.5,
        "provider_count": 2,
        "plan_observation_count": 2,
        "data_confidence": 0.15,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.1,
          "provider_count": 2,
          "plan_observation_count": 2
        },
        "reliability": "low",
        "members": [
          {
            "provider": "sukl_mcp",
            "usd": 10
          },
          {
            "provider": "meddata",
            "usd": 29
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 8,
      "listings_with_observed_public_price": 3,
      "normalized_observations": 4,
      "comparable_providers": 2,
      "strict_cohorts": 1,
      "exclusion_reasons": {
        "free_or_zero": 1,
        "ambiguous_cadence": 1
      }
    },
    "pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
    "pricing_excluded_observations": {
      "free_or_zero": 1,
      "ambiguous_cadence": 1
    },
    "billing_mix": {
      "freemium": 2,
      "free": 1
    },
    "free_tier_share": 1,
    "top_providers": [
      {
        "agent_id": "engpassradar",
        "name": "Engpassradar",
        "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": "meddata",
        "name": "Meddata",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 29,
          "monthly_usd": 29,
          "headline": "Free tier, then from $29/mo",
          "summary": "Free tier, then from $29/mo. MedData offers a free tier with 250 monthly API calls and paid monthly plans from $29 to $199, while enterprise customers can request custom terms."
        },
        "observed": true
      },
      {
        "agent_id": "oracle_health",
        "name": "Clinical Guidelines Agent",
        "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": "sukl_mcp",
        "name": "Sukl",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 10,
          "monthly_usd": 10,
          "headline": "Free tier, then from $10/mo",
          "summary": "Free tier, then from $10/mo. Smithery offers a free Hobby tier, a $10/month Pay as you Go tier with usage credits and overage pricing, and custom enterprise pricing."
        },
        "observed": true
      },
      {
        "agent_id": "drug_interaction_checker",
        "name": "Drug Interaction Checker",
        "price": {
          "observed": true,
          "billing": "free",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free",
          "summary": "The Drug Interaction Checker is publicly presented as a free tool, with no paid subscription pricing shown."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "drug-interaction-checker"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "drug-interaction-checker",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "engpassradar"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "engpassradar"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}