AI Phishing Detection

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      {
        "day": "2026-09-29",
        "index": 73.792,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-30",
        "index": 73.792,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 73.792,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-02",
        "index": 73.792,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-03",
        "index": 73.792,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-04",
        "index": 73.792,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-05",
        "index": 73.792,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-06",
        "index": 73.792,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-07",
        "index": 73.792,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-08",
        "index": 73.792,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-09",
        "index": 73.792,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 73.792,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 73.792,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 73.792,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 73.792,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 73.792,
        "pairs": 9,
        "dayChangePct": 0
      }
    ],
    "latest": 73.792,
    "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": "agentsafeemail",
      "name": "Agent Safe Message MCP",
      "url": "https://agentsafe.locationledger.com",
      "short_summary": "scans messages, images, and videos for security threats including phishing, BEC, malware, and manipulation across messaging platforms",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. The service offers a fully functional Free plan at $0 for trusted groups."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "guard_mail",
      "name": "Guard Mail",
      "url": "https://aiguard.email/",
      "short_summary": "# Secure email inbox protected against prompt injection attempts, malware, viruses and more\n\nThis MCP server acts as a secure gateway between your AI agents an…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Hobby",
            "monthly_native": 25,
            "monthly_usd": 33.12,
            "commitment": "monthly",
            "basis": "£25/month",
            "billing_verified": true
          },
          "currency": "GBP",
          "notes": [
            "prices in GBP as published; USD figures are conversions at 2026-10-14"
          ],
          "lines": [
            {
              "name": "Free",
              "price": "£0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Hobby",
              "price": "£25/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "£50/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Custom",
              "price": "Contact us",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 33.12,
        "monthly_usd": 33.12,
        "headline": "Free plan; paid from £25/mo",
        "summary": "Free plan; paid from £25/mo. AI Guard Mail offers a free tier with 3,000 emails per month, while paid Hobby and Pro tiers cost £25/mo and £50/mo respectively; custom pricing is available on request."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "inboxguard",
      "name": "InboxGuard",
      "url": "https://inboxguard.io",
      "short_summary": "monitors email deliverability and automatically fixes DNS configuration issues",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Entry",
            "monthly_native": 12,
            "monthly_usd": 12,
            "commitment": "monthly",
            "basis": "$12/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Entry",
              "price": "$12 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$39 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Agency",
              "price": "$119 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 12,
        "monthly_usd": 12,
        "headline": "Free plan; paid from $12/mo",
        "summary": "Free plan; paid from $12/mo. InboxGuard offers a free plan for one domain and paid monthly plans ranging from $12 to $119, with a 14-day no-card trial on paid plans."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "unphurl",
      "name": "Unphurl",
      "url": "https://unphurl.com/docs/#overview",
      "short_summary": "analyzes URLs for security and data quality signals to detect scams and malicious links",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 4.99,
            "monthly_usd": 4.99,
            "commitment": "monthly",
            "basis": "$4.99/month",
            "billing_verified": false,
            "billing_note": "the pricing page has a \"Monthly Annual Save 50%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          },
          "currency": "USD",
          "notes": [
            "billing period unverified: the pricing page has a \"Monthly Annual Save 50%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          ],
          "lines": [
            {
              "name": "Free",
              "price": "$0/mo",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Starter",
              "price": "$4.99/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Active",
              "price": "$9.99/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Power",
              "price": "$19.99/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 4.99,
        "monthly_usd": 4.99,
        "headline": "Free plan; paid from $4.99/mo (billing period unverified: page has a Monthly/Annual toggle)",
        "summary": "Free plan; paid from $4.99/mo (billing period unverified: page has a Monthly/Annual toggle). Unphurl offers a free plan with 10 checks per month and three paid monthly plans ranging from $4.99 to $19.99 for 75 to 500 checks per month."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "urlcheck_mcp",
      "name": "URL security scanner to protect AI agent workflows.",
      "url": "https://preclick.ai",
      "short_summary": "scans URLs for security threats including phishing, malware, and suspicious patterns before AI agent navigation",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 49,
            "monthly_usd": 49,
            "commitment": "monthly",
            "basis": "$49/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0/ month",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$49/ month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Scale",
              "price": "$299/ month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "2x Scale",
              "price": "$599 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "3x Scale",
              "price": "$899 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Custom",
              "price": "Contact us",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 49,
        "monthly_usd": 49,
        "headline": "Free plan; paid from $49/mo",
        "summary": "Free plan; paid from $49/mo. PreClick offers a free tier and paid monthly plans from $49/month, with higher-volume Scale options up to $899/month and custom pricing for unlimited usage."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "breach402",
      "name": "Breach402",
      "url": "https://breach402.bmcxiv.com",
      "short_summary": "Owner-approved breach exposure checks for AI agents. Verify email ownership for free, then purchase a private $1 USDC scan across more than 13.3 billion indexe…",
      "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": "scamchecker",
      "name": "Scamchecker",
      "url": "https://scamchecker.nl/",
      "short_summary": "Check a suspicious email, SMS, WhatsApp message or link for scam signals (Netherlands, Belgium). Scamchecker.nl checks a message that looks off: a phishing ema…",
      "price": null,
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "prompt_guard",
      "name": "Prompt Guard",
      "url": "https://github.com/seojoonkim/prompt-guard",
      "short_summary": "Open-source prompt injection defense system for AI agents. Detects and blocks manipulation attacks across LLM-powered systems with multi-language support and s…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown for Prompt Guard; the repository is presented as an open-source project."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "scanthesender",
      "name": "Scanthesender",
      "url": "https://scanthesender.com/",
      "short_summary": "Free AI-powered email scam checker that analyzes suspicious emails for phishing patterns, urgency tactics, and impersonation attempts. Provides instant verdict…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown on the homepage, and no pricing page was available."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "darktrace",
      "name": "Darktrace AI Cybersecurity Platform",
      "url": "https://www.darktrace.com/",
      "short_summary": "Detects and autonomously responds to cyber threats including ransomware, phishing, and threats to cloud, OT, identity, endpoint, and email environments; invest…",
      "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": "ai-soc-platform",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/ai-phishing-detection",
  "summary": {
    "niche": "ai-phishing-detection",
    "sector": "security",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Individual median $12/mo (3 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "individual",
          "buyer_tier_label": "Individual",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 3,
          "reliability": "low",
          "median": 12,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 3,
          "reliability": "low",
          "median": 49,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "team_sme",
          "buyer_tier_label": "Team / SME",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            119,
            599
          ]
        }
      ],
      "warnings": [
        "This niche currently has sufficient MCP pricing but insufficient agent pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-phishing-detection"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/ai-phishing-detection",
    "counts": {
      "listings_with_price_capture": 9,
      "listings_with_observed_public_price": 6,
      "providers_with_numeric_monthly_price_latest_scan": 5,
      "like_for_like_comparable_pairs": 5
    },
    "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": 11,
        "provider_count": 4,
        "plan_observation_count": 7,
        "data_confidence": 0.34,
        "data_confidence_basis": {
          "provider_component": 0.33,
          "observation_component": 0.35,
          "provider_count": 4,
          "plan_observation_count": 7
        },
        "reliability": "low",
        "members": [
          {
            "provider": "beyond_security_awareness_trai",
            "usd": 1.29
          },
          {
            "provider": "unphurl",
            "usd": 9.99
          },
          {
            "provider": "inboxguard",
            "usd": 12
          },
          {
            "provider": "guard_mail",
            "usd": 33.5
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 49,
        "provider_count": 3,
        "plan_observation_count": 3,
        "data_confidence": 0.23,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.15,
          "provider_count": 3,
          "plan_observation_count": 3
        },
        "reliability": "low",
        "members": [
          {
            "provider": "inboxguard",
            "usd": 39
          },
          {
            "provider": "urlcheck_mcp",
            "usd": 49
          },
          {
            "provider": "guard_mail",
            "usd": 67
          }
        ]
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 359,
        "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": "inboxguard",
            "usd": 119
          },
          {
            "provider": "urlcheck_mcp",
            "usd": 599
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 9,
      "listings_with_observed_public_price": 6,
      "normalized_observations": 14,
      "comparable_providers": 5,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "ambiguous_cadence": 2
      }
    },
    "pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
    "pricing_excluded_observations": {
      "ambiguous_cadence": 2
    },
    "billing_mix": {
      "freemium": 4,
      "free": 1,
      "subscription": 1
    },
    "free_tier_share": 0.83,
    "top_providers": [
      {
        "agent_id": "agentsafeemail",
        "name": "Agent Safe Message MCP",
        "price": {
          "commercial": {
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "$0",
                "kind": "free",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "free",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free",
          "summary": "Free. The service offers a fully functional Free plan at $0 for trusted groups."
        },
        "observed": true
      },
      {
        "agent_id": "guard_mail",
        "name": "Guard Mail",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Hobby",
              "monthly_native": 25,
              "monthly_usd": 33.12,
              "commitment": "monthly",
              "basis": "£25/month",
              "billing_verified": true
            },
            "currency": "GBP",
            "notes": [
              "prices in GBP as published; USD figures are conversions at 2026-10-14"
            ],
            "lines": [
              {
                "name": "Free",
                "price": "£0",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Hobby",
                "price": "£25/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "£50/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Custom",
                "price": "Contact us",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 33.12,
          "monthly_usd": 33.12,
          "headline": "Free plan; paid from £25/mo",
          "summary": "Free plan; paid from £25/mo. AI Guard Mail offers a free tier with 3,000 emails per month, while paid Hobby and Pro tiers cost £25/mo and £50/mo respectively; custom pricing is available on request."
        },
        "observed": true
      },
      {
        "agent_id": "inboxguard",
        "name": "InboxGuard",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Entry",
              "monthly_native": 12,
              "monthly_usd": 12,
              "commitment": "monthly",
              "basis": "$12/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "$0",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Entry",
                "price": "$12 /mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "$39 /mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Agency",
                "price": "$119 /mo",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 12,
          "monthly_usd": 12,
          "headline": "Free plan; paid from $12/mo",
          "summary": "Free plan; paid from $12/mo. InboxGuard offers a free plan for one domain and paid monthly plans ranging from $12 to $119, with a 14-day no-card trial on paid plans."
        },
        "observed": true
      },
      {
        "agent_id": "unphurl",
        "name": "Unphurl",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Starter",
              "monthly_native": 4.99,
              "monthly_usd": 4.99,
              "commitment": "monthly",
              "basis": "$4.99/month",
              "billing_verified": false,
              "billing_note": "the pricing page has a \"Monthly Annual Save 50%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
            },
            "currency": "USD",
            "notes": [
              "billing period unverified: the pricing page has a \"Monthly Annual Save 50%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
            ],
            "lines": [
              {
                "name": "Free",
                "price": "$0/mo",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Starter",
                "price": "$4.99/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Active",
                "price": "$9.99/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Power",
                "price": "$19.99/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 4.99,
          "monthly_usd": 4.99,
          "headline": "Free plan; paid from $4.99/mo (billing period unverified: page has a Monthly/Annual toggle)",
          "summary": "Free plan; paid from $4.99/mo (billing period unverified: page has a Monthly/Annual toggle). Unphurl offers a free plan with 10 checks per month and three paid monthly plans ranging from $4.99 to $19.99 for 75 to 500 checks per month."
        },
        "observed": true
      },
      {
        "agent_id": "urlcheck_mcp",
        "name": "URL security scanner to protect AI agent workflows.",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Pro",
              "monthly_native": 49,
              "monthly_usd": 49,
              "commitment": "monthly",
              "basis": "$49/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "$0/ month",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "$49/ month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Scale",
                "price": "$299/ month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "2x Scale",
                "price": "$599 / month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "3x Scale",
                "price": "$899 / month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Custom",
                "price": "Contact us",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 49,
          "monthly_usd": 49,
          "headline": "Free plan; paid from $49/mo",
          "summary": "Free plan; paid from $49/mo. PreClick offers a free tier and paid monthly plans from $49/month, with higher-volume Scale options up to $899/month and custom pricing for unlimited usage."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-phishing-detection"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "ai-phishing-detection",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "agentsafeemail"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "agentsafeemail"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}