Email Drafting Assistant

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                "price": "$70 / year / user",
                "monthly_usd": 5.83
              },
              {
                "provider": "sally_outlook",
                "tier": "pro",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$120 / year / user",
                "monthly_usd": 10
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "flat",
            "count": 1,
            "offers": [
              {
                "provider": "emailassistant_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.10 / 1K",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 7,
            "offers": [
              {
                "provider": "emailassistant_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "fyxer",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Bespoke pricing",
                "monthly_usd": null
              },
              {
                "provider": "ghostwriter_ai",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "instantly_ai_prompts_accelerat",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "maybe_email_template_builder",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "reply_zero",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Speak to sales",
                "monthly_usd": null
              },
              {
                "provider": "stamp_the_secretary",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 12,
          "normalized_observations": 36,
          "comparable_providers": 12,
          "strict_cohorts": 6,
          "exclusion_reasons": {
            "ambiguous_cadence": 7,
            "free_or_zero": 1,
            "usage_not_monthly": 1
          }
        }
      }
    },
    "billingMix": {
      "freemium": 4,
      "subscription": 8
    },
    "freeTierShare": 0.33,
    "medianLowestUsd": 20
  },
  "movement": {
    "niche": "email-drafting-assistant",
    "sector": "sales-marketing-revops",
    "pricedNow": 12,
    "pairs": 12,
    "repriced": [
      {
        "handle": "ai_emaily",
        "from": 26.99,
        "to": 11.99,
        "pct": -55.6
      },
      {
        "handle": "maybe_email_template_builder",
        "from": 131.01,
        "to": 131.45,
        "pct": 0.3
      }
    ],
    "newlyPriced": [],
    "droppedFromPriced": [],
    "likeForLikePct": -6.5,
    "kind": "repricing",
    "narrative": "Genuine repricing: 2 agents repriced — 1 up, 1 down."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-07-19",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-20",
        "index": 100,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-21",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-22",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-23",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-24",
        "index": 100,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-25",
        "index": 100,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-26",
        "index": 100,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-27",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-28",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-29",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-30",
        "index": 100,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-31",
        "index": 100,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-01",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-02",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-03",
        "index": 100,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-04",
        "index": 101.613,
        "pairs": 19,
        "dayChangePct": 1.61
      },
      {
        "day": "2026-08-05",
        "index": 101.613,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-06",
        "index": 100.499,
        "pairs": 19,
        "dayChangePct": -1.1
      },
      {
        "day": "2026-08-07",
        "index": 100.499,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-08",
        "index": 100.499,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-09",
        "index": 100.499,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-10",
        "index": 100.499,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-11",
        "index": 100.499,
        "pairs": 21,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-12",
        "index": 100.499,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-13",
        "index": 100.499,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-14",
        "index": 100.499,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-15",
        "index": 100.499,
        "pairs": 22,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-16",
        "index": 100.499,
        "pairs": 22,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-17",
        "index": 100.499,
        "pairs": 22,
        "dayChangePct": 0
      }
    ],
    "latest": 100.499,
    "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": "cassidyai_agent",
      "name": "AI Client Email Drafting Agent",
      "url": "https://cassidyai.com/solutions/ai-client-email-drafting-agent",
      "short_summary": "drafts personalized client emails for marketing agency account executives, automating outreach, follow-ups, thread summarization, and CRM logging",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing or plan amounts were observed for Cassidy's AI Client Email Drafting Agent."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "glean_ghostwriter",
      "name": "Ghostwriter",
      "url": "https://www.glean.com/agent-library/ghostwriter",
      "short_summary": "drafts written content (emails, briefs, proposals) in the voice of a specified teammate or executive using past work and shared context",
      "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": "intelliagents_email",
      "name": "Email Agent",
      "url": "https://intelli-agents.ai/agents/email-agent.html",
      "short_summary": "automates entire email operations including scheduled personalized sending, follow-up sequences, deliverability/compliance management, and A/B testing",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "The Email Agent homepage describes capabilities and invites a free consultation but does not publish pricing."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "stamp_the_secretary",
      "name": "Stamp The Secretary",
      "url": "https://www.stampmail.ai/",
      "short_summary": "manages email by drafting replies, prioritizing, categorizing, summarizing, and scheduling calendar events",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 20,
        "monthly_usd": 20,
        "headline": "Free tier, then from $20/mo",
        "summary": "Free tier, then from $20/mo. Stamp lists Personal at $20/month and Business at $50/month, while Enterprise pricing requires contacting sales; the page also references a free offering and a 30-day free trial."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "emailassistant_mcp",
      "name": "JHJ-email-mcp",
      "url": "https://smithery.ai/server/jhongjun1981/emailassistant-mcp",
      "short_summary": "AI-powered email assistant MCP server. Features: send emails, manage SMTP accounts, auto-classify emails with AI, smart auto-reply, contact management, email s…",
      "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 plan with usage credits, and custom pricing for enterprise features."
      },
      "evidence_quality": "low",
      "upvotes": 0
    },
    {
      "agent_id": "textforge",
      "name": "TextForge",
      "url": "https://raw.githubusercontent.com/textforge-app/openclaw-textforge/master/assets/textforge-logo.png",
      "short_summary": "# TextForge — Human Approval for AI Email\n\n<img src=\"https://raw.githubusercontent.com/textforge-app/openclaw-textforge/master/assets/textforge-logo.png\" width…",
      "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": "low",
      "upvotes": 0
    },
    {
      "agent_id": "agentmail_2",
      "name": "Agentmail 2",
      "url": "https://www.joinnextdev.com/a/agentmail/build-ai-intake-agents-that-draft-and-send-follow-up-emails",
      "short_summary": "Email Inbox API that enables AI agents to draft, refine, and send follow-up emails with full audit trails. Designed for law firms and businesses needing automa…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 7800,
        "monthly_usd": 7800,
        "headline": "From $7800/mo",
        "summary": "From $7800/mo. Publicly displayed engineer engagements range from $7,800 to $15,800 per month, with pricing varying by candidate."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "ai_emaily",
      "name": "Ai Emaily",
      "url": "https://aiemaily.com/",
      "short_summary": "AI-native email client with autonomous assistant that triages emails, drafts replies in your voice, schedules meetings, and handles follow-ups across all email…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 11.99,
        "monthly_usd": 11.99,
        "headline": "From $11.99/mo",
        "summary": "From $11.99/mo. AI Emaily offers subscription plans from $11.99 per month for Starter, with annual billing discounts and team plans starting at $33.99 per seat monthly."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "banger_mail",
      "name": "AI-driven CAD services",
      "url": "https://bangermail.com/",
      "short_summary": "Work email client for teams with integrated AI agents that triage, draft replies, and apply labels. Features shared mailboxes, unified inbox for multiple accou…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 4,
        "monthly_usd": 4,
        "headline": "From $4/mo",
        "summary": "From $4/mo. Banger Mail offers three workspace subscription plans from $4/month, with annual billing discounts, unlimited teammates and domains, and a 14-day free trial."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "forthwrite",
      "name": "Guideline Agent",
      "url": "https://www.forthwrite.ai/",
      "short_summary": "AI email writing assistant that learns your personal writing style from sent emails. Integrates with Gmail and Outlook to generate context-aware replies that m…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 18,
        "monthly_usd": 18,
        "headline": "Free tier, then from $18/mo",
        "summary": "Free tier, then from $18/mo. Forthwrite offers a permanent free plan, paid individual plans from $18/month month-to-month, and Teams pricing from $79 per seat per month with annual discounts."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "joinly",
      "name": "Joinly",
      "url": "https://joinly.ai",
      "short_summary": "Meeting platform that integrates AI agents to participate in calls, write messages, search information, draft presentations, and execute post-meeting tasks lik…",
      "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."
      },
      "home_niche": "meeting-notes-transcription",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/email-drafting-assistant",
  "summary": {
    "niche": "email-drafting-assistant",
    "sector": "sales-marketing-revops",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: Agents · Individual median $20/mo (5 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "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": 5,
          "reliability": "medium",
          "median": 20,
          "p25": 11.99,
          "p75": 29,
          "status": "ok"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "team_sme",
          "buyer_tier_label": "Team / SME",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 5,
          "reliability": "medium",
          "median": 136.5,
          "p25": 97,
          "p75": 299,
          "status": "ok"
        },
        {
          "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": [
            27,
            35.99
          ]
        }
      ],
      "warnings": [
        "This niche currently has sufficient agent pricing but insufficient MCP pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "email-drafting-assistant"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/email-drafting-assistant",
    "counts": {
      "listings_with_price_capture": 18,
      "listings_with_observed_public_price": 12,
      "providers_with_numeric_monthly_price_latest_scan": 12,
      "like_for_like_comparable_pairs": 12
    },
    "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": 16,
        "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": "banger_mail",
            "usd": 4
          },
          {
            "provider": "emailassistant_mcp",
            "usd": 10
          },
          {
            "provider": "ai_emaily",
            "usd": 11.99
          },
          {
            "provider": "stamp_the_secretary",
            "usd": 20
          },
          {
            "provider": "ghostwriter_ai",
            "usd": 29
          },
          {
            "provider": "maybe_email_template_builder",
            "usd": 129.98
          }
        ],
        "p25": 10.5,
        "p75": 26.75
      },
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "per_user",
        "median": 20,
        "provider_count": 3,
        "plan_observation_count": 5,
        "data_confidence": 0.25,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.25,
          "provider_count": 3,
          "plan_observation_count": 5
        },
        "reliability": "low",
        "members": [
          {
            "provider": "sally_outlook",
            "usd": 4
          },
          {
            "provider": "reply_zero",
            "usd": 20
          },
          {
            "provider": "fyxer",
            "usd": 30
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 31.5,
        "provider_count": 2,
        "plan_observation_count": 4,
        "data_confidence": 0.17,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.2,
          "provider_count": 2,
          "plan_observation_count": 4
        },
        "reliability": "low",
        "members": [
          {
            "provider": "forthwrite",
            "usd": 27
          },
          {
            "provider": "ai_emaily",
            "usd": 35.99
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "per_user",
        "median": 42.5,
        "provider_count": 3,
        "plan_observation_count": 6,
        "data_confidence": 0.26,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.3,
          "provider_count": 3,
          "plan_observation_count": 6
        },
        "reliability": "low",
        "members": [
          {
            "provider": "sally_outlook",
            "usd": 15
          },
          {
            "provider": "reply_zero",
            "usd": 42.5
          },
          {
            "provider": "fyxer",
            "usd": 50
          }
        ]
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 136.5,
        "provider_count": 5,
        "plan_observation_count": 9,
        "data_confidence": 0.42,
        "data_confidence_basis": {
          "provider_component": 0.42,
          "observation_component": 0.45,
          "provider_count": 5,
          "plan_observation_count": 9
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "stamp_the_secretary",
            "usd": 50
          },
          {
            "provider": "instantly_ai_prompts_accelerat",
            "usd": 97
          },
          {
            "provider": "banger_mail",
            "usd": 136.5
          },
          {
            "provider": "ghostwriter_ai",
            "usd": 299
          },
          {
            "provider": "maybe_email_template_builder",
            "usd": 464.98
          }
        ],
        "p25": 97,
        "p75": 299
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "per_seat",
        "median": 56.5,
        "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": "ai_emaily",
            "usd": 33.99
          },
          {
            "provider": "forthwrite",
            "usd": 79
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 18,
      "listings_with_observed_public_price": 12,
      "normalized_observations": 36,
      "comparable_providers": 12,
      "strict_cohorts": 6,
      "exclusion_reasons": {
        "ambiguous_cadence": 7,
        "free_or_zero": 1,
        "usage_not_monthly": 1
      }
    },
    "pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
    "pricing_excluded_observations": {
      "ambiguous_cadence": 7,
      "free_or_zero": 1,
      "usage_not_monthly": 1
    },
    "billing_mix": {
      "freemium": 4,
      "subscription": 8
    },
    "free_tier_share": 0.33,
    "top_providers": [
      {
        "agent_id": "cassidyai_agent",
        "name": "AI Client Email Drafting Agent",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public pricing or plan amounts were observed for Cassidy's AI Client Email Drafting Agent."
        },
        "observed": false
      },
      {
        "agent_id": "glean_ghostwriter",
        "name": "Ghostwriter",
        "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": "intelliagents_email",
        "name": "Email Agent",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "The Email Agent homepage describes capabilities and invites a free consultation but does not publish pricing."
        },
        "observed": false
      },
      {
        "agent_id": "stamp_the_secretary",
        "name": "Stamp The Secretary",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 20,
          "monthly_usd": 20,
          "headline": "Free tier, then from $20/mo",
          "summary": "Free tier, then from $20/mo. Stamp lists Personal at $20/month and Business at $50/month, while Enterprise pricing requires contacting sales; the page also references a free offering and a 30-day free trial."
        },
        "observed": true
      },
      {
        "agent_id": "emailassistant_mcp",
        "name": "JHJ-email-mcp",
        "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 plan with usage credits, and custom pricing for enterprise features."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "email-drafting-assistant"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "email-drafting-assistant",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "cassidyai_agent"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "cassidyai_agent"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}