Brand Mention Monitoring

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                "price": "from €0.009 per mention",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "other_usage",
            "count": 1,
            "offers": [
              {
                "provider": "sleepwalker_ai",
                "tier": "individual",
                "billing": "usage",
                "unit": "other_usage",
                "price": "€0.02 per credit",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 6,
            "offers": [
              {
                "provider": "brand_monitor",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "buska_mcp_server",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "contact_sales",
                "monthly_usd": null
              },
              {
                "provider": "cotera_brand_monitoring",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "octolens",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "peec_ai_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "pr_monitoring_ai_agent",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom Pricing",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 15,
          "normalized_observations": 27,
          "comparable_providers": 11,
          "strict_cohorts": 4,
          "exclusion_reasons": {
            "ambiguous_cadence": 6,
            "free_or_zero": 2,
            "usage_not_monthly": 14,
            "one_time": 1
          }
        }
      }
    },
    "billingMix": {
      "subscription": 7,
      "freemium": 6,
      "contact_sales": 1,
      "usage": 1
    },
    "freeTierShare": 0.4,
    "medianLowestUsd": 29
  },
  "movement": {
    "niche": "brand-mention-monitoring",
    "sector": "sales-marketing-revops",
    "pricedNow": 13,
    "pairs": 12,
    "repriced": [
      {
        "handle": "octolens",
        "from": 5.84,
        "to": 5.8,
        "pct": -0.7
      },
      {
        "handle": "sleepwalker_ai",
        "from": 5.84,
        "to": 5.8,
        "pct": -0.7
      },
      {
        "handle": "marketing_miner",
        "from": 22.2,
        "to": 22.05,
        "pct": -0.7
      },
      {
        "handle": "peec_ai_mcp",
        "from": 81.77,
        "to": 81.25,
        "pct": -0.6
      }
    ],
    "newlyPriced": [
      "brand_tracker_ai"
    ],
    "droppedFromPriced": [],
    "likeForLikePct": -0.2,
    "kind": "mixed",
    "narrative": "Repricing + composition: 4 agents repriced — all down (avg -0.2%); 1 newly published pricing."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-08-01",
        "index": 100,
        "pairs": 18,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-02",
        "index": 100,
        "pairs": 21,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-03",
        "index": 100,
        "pairs": 21,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-04",
        "index": 100,
        "pairs": 23,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-05",
        "index": 100,
        "pairs": 23,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-06",
        "index": 100,
        "pairs": 23,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-07",
        "index": 100,
        "pairs": 23,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-08",
        "index": 100,
        "pairs": 24,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-09",
        "index": 100,
        "pairs": 24,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-10",
        "index": 100,
        "pairs": 25,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-11",
        "index": 100,
        "pairs": 24,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-12",
        "index": 100,
        "pairs": 24,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-13",
        "index": 100,
        "pairs": 24,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-14",
        "index": 100,
        "pairs": 24,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-15",
        "index": 100,
        "pairs": 24,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-16",
        "index": 100,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-17",
        "index": 100,
        "pairs": 27,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-18",
        "index": 100,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-19",
        "index": 100,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-20",
        "index": 100,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-21",
        "index": 100,
        "pairs": 23,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-22",
        "index": 100,
        "pairs": 23,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-23",
        "index": 100,
        "pairs": 23,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-24",
        "index": 100,
        "pairs": 23,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-25",
        "index": 100,
        "pairs": 23,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-26",
        "index": 100,
        "pairs": 23,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-27",
        "index": 100,
        "pairs": 23,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-28",
        "index": 100,
        "pairs": 23,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-29",
        "index": 100,
        "pairs": 23,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-30",
        "index": 100,
        "pairs": 24,
        "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": "aiscan",
      "name": "Aiscan",
      "url": "https://getaiscan.app/",
      "short_summary": "audits websites for AI visibility, producing 4 readiness scores (AEO, GEO, Agent Readiness, MCP Readiness) plus Brand Visibility measuring how often AI assista…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free tier + paid plans (price not published)",
        "summary": "AIScan offers a free scan, a full report for 60 USDC, and AI-agent usage from 0.06 USDC via x402."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "mentionsapi",
      "name": "MentionsAPI",
      "url": "https://mentionsapi.com",
      "short_summary": "tracks brand mentions, rankings, and citations across multiple AI platforms including ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews, AI Mode, and Bi…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 5,
        "monthly_usd": 5,
        "headline": "From $5/mo",
        "summary": "From $5/mo. MentionsAPI offers a $5/month plan with 1,000 credits, a $54/year option, and additional credit-based per-call usage."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "ninar",
      "name": "Ninar AI",
      "url": "https://ninar.ai",
      "short_summary": "audits brand visibility across AI search engines and generates content to improve AI recommendations",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 39,
        "monthly_usd": 39,
        "headline": "Free tier, then from $39/mo",
        "summary": "Free tier, then from $39/mo. Ninar AI offers a permanent free plan and five paid monthly plans priced from $39/month to $599/month, with probe overage charges on Scale and Enterprise."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "peec_ai_mcp",
      "name": "peec-ai-mcp",
      "url": "https://peec.ai/",
      "short_summary": "monitors and analyzes brand visibility across AI search engines like ChatGPT, Perplexity, and Gemini",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 81.25,
        "monthly_usd": 94.31,
        "headline": "From $81.25/mo",
        "summary": "From $81.25/mo. Peec.ai offers Starter, Pro, and Advanced subscriptions priced at €70, €180, and €360 per month, plus a custom-priced Enterprise plan."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "joeroy2027_tqp_site",
      "name": "Joeroy2027 Tqp Site",
      "url": "https://thequietprotocol.com/",
      "short_summary": "AI visibility, front-door, review, and trust audits for service businesses.",
      "price": {
        "observed": false,
        "billing": "unknown",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "The Smart Website System starts at $2,395, while Conversion and Authority Website systems are recommended after review without publicly listed prices."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "pr_monitoring_ai_agent",
      "name": "PR Monitoring AI Agent",
      "url": "https://domo.com/ai/agents/pr-monitoring-ai-agent",
      "short_summary": "Monitors PR/media coverage by running scheduled search queries, deduplicating against previously found articles, and emailing only new findings",
      "price": {
        "observed": true,
        "billing": "contact_sales",
        "lowest_monthly_usd": 30,
        "monthly_usd": 30,
        "headline": "Contact sales (no public price)",
        "summary": "Contact sales (no public price). Domo offers a 30-day full-platform free trial, while ongoing usage-based pricing is custom and requires contacting sales."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "sentiment_trail",
      "name": "SentimentTrail",
      "url": "https://sentiment-trail-mcp.vercel.app",
      "short_summary": "SentimentTrail is a premium micro-service from the M2MCent factory, configured as a Model Context Protocol (MCP) server. Functionality: Agregador de Sentimient…",
      "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": "brand_monitor",
      "name": "brand-monitor",
      "url": "https://smithery.ai/server/erikirby/brand-monitor",
      "short_summary": "Monitor domain, SSL certificates, and social media handle availability. Get alerts before domains expire or brand usernames get squatted.",
      "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 plan, a $10/month Pay as You Go plan with usage credits and overage pricing, and a contact-sales Custom plan."
      },
      "evidence_quality": "low",
      "upvotes": 0
    },
    {
      "agent_id": "buska_mcp_server",
      "name": "Buska",
      "url": "https://buska.io",
      "short_summary": "Buska is a social listening and B2B lead generation tool that monitors 30+ platforms in real-time. Use this MCP server to search brand mentions, score leads wi…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 49,
        "monthly_usd": 49,
        "headline": "Free tier, then from $49/mo",
        "summary": "Free tier, then from $49/mo. Freemium social listening platform with a 7-day free trial; three tiered subscription plans from $49–$249/month, plus custom Agency pricing."
      },
      "evidence_quality": "low",
      "upvotes": 0
    },
    {
      "agent_id": "agility_agent",
      "name": "Agility Agent",
      "url": "https://agilitypr.com/media-monitoring/",
      "short_summary": "AI-powered media monitoring agent for PR teams. It interprets natural-language reporting requests, curates coverage, analyzes sentiment and narratives, builds…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing or numeric plan rates are shown; visitors are directed to speak with an expert."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "zocket",
      "name": "Zocket",
      "url": "https://zocket.ai/",
      "short_summary": "AI-native marketing operating system for enterprise brands that unifies brand intelligence, creative production, consumer research, and paid media management.…",
      "price": {
        "observed": true,
        "billing": "contact_sales",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Contact sales (no public price)",
        "summary": "Zocket offers customized enterprise pricing based on brand portfolio, markets, team size, and required modules."
      },
      "home_niche": "ai-marketing-mix-modelling",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/brand-mention-monitoring",
  "summary": {
    "niche": "brand-mention-monitoring",
    "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 $29/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": 29,
          "p25": 20,
          "p75": 30.21,
          "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": 5,
          "reliability": "medium",
          "median": 39,
          "p25": 10,
          "p75": 49,
          "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": 4,
          "reliability": "low",
          "median": 68.83,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "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": 3,
          "reliability": "low",
          "median": 249,
          "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": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            79,
            307.8
          ]
        },
        {
          "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": [
            174,
            224
          ]
        }
      ],
      "warnings": [],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "brand-mention-monitoring"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/brand-mention-monitoring",
    "counts": {
      "listings_with_price_capture": 22,
      "listings_with_observed_public_price": 15,
      "providers_with_numeric_monthly_price_latest_scan": 13,
      "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": 29.61,
        "provider_count": 10,
        "plan_observation_count": 11,
        "data_confidence": 0.78,
        "data_confidence_basis": {
          "provider_component": 0.83,
          "observation_component": 0.55,
          "provider_count": 10,
          "plan_observation_count": 11
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "mentionsapi",
            "usd": 5
          },
          {
            "provider": "octolens",
            "usd": 5.7
          },
          {
            "provider": "brand_monitor",
            "usd": 10
          },
          {
            "provider": "brand_tracker_ai",
            "usd": 20
          },
          {
            "provider": "mentiondrop",
            "usd": 29
          },
          {
            "provider": "marketing_miner",
            "usd": 30.21
          },
          {
            "provider": "ninar",
            "usd": 39
          },
          {
            "provider": "buska_mcp_server",
            "usd": 49
          },
          {
            "provider": "ansvisor",
            "usd": 49
          },
          {
            "provider": "peec_ai_mcp",
            "usd": 79.8
          }
        ],
        "p25": 12.5,
        "p75": 46.5
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 78.83,
        "provider_count": 6,
        "plan_observation_count": 7,
        "data_confidence": 0.47,
        "data_confidence_basis": {
          "provider_component": 0.5,
          "observation_component": 0.35,
          "provider_count": 6,
          "plan_observation_count": 7
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "ai_brand_monitoring",
            "usd": 29
          },
          {
            "provider": "mentiondrop",
            "usd": 59
          },
          {
            "provider": "marketing_miner",
            "usd": 78.66
          },
          {
            "provider": "ninar",
            "usd": 79
          },
          {
            "provider": "octolens",
            "usd": 158.46
          },
          {
            "provider": "peec_ai_mcp",
            "usd": 307.8
          }
        ],
        "p25": 63.92,
        "p75": 138.6
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 224,
        "provider_count": 5,
        "plan_observation_count": 7,
        "data_confidence": 0.4,
        "data_confidence_basis": {
          "provider_component": 0.42,
          "observation_component": 0.35,
          "provider_count": 5,
          "plan_observation_count": 7
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "marketing_miner",
            "usd": 129.96
          },
          {
            "provider": "buska_mcp_server",
            "usd": 174
          },
          {
            "provider": "ninar",
            "usd": 224
          },
          {
            "provider": "ansvisor",
            "usd": 249
          },
          {
            "provider": "octolens",
            "usd": 489.06
          }
        ],
        "p25": 174,
        "p75": 249
      },
      {
        "tier": "enterprise",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 799,
        "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": "ninar",
            "usd": 599
          },
          {
            "provider": "ansvisor",
            "usd": 999
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 22,
      "listings_with_observed_public_price": 15,
      "normalized_observations": 27,
      "comparable_providers": 11,
      "strict_cohorts": 4,
      "exclusion_reasons": {
        "ambiguous_cadence": 6,
        "free_or_zero": 2,
        "usage_not_monthly": 14,
        "one_time": 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": 6,
      "free_or_zero": 2,
      "usage_not_monthly": 14,
      "one_time": 1
    },
    "billing_mix": {
      "subscription": 7,
      "freemium": 6,
      "contact_sales": 1,
      "usage": 1
    },
    "free_tier_share": 0.4,
    "top_providers": [
      {
        "agent_id": "aiscan",
        "name": "Aiscan",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free tier + paid plans (price not published)",
          "summary": "AIScan offers a free scan, a full report for 60 USDC, and AI-agent usage from 0.06 USDC via x402."
        },
        "observed": true
      },
      {
        "agent_id": "mentionsapi",
        "name": "MentionsAPI",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 5,
          "monthly_usd": 5,
          "headline": "From $5/mo",
          "summary": "From $5/mo. MentionsAPI offers a $5/month plan with 1,000 credits, a $54/year option, and additional credit-based per-call usage."
        },
        "observed": true
      },
      {
        "agent_id": "ninar",
        "name": "Ninar AI",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 39,
          "monthly_usd": 39,
          "headline": "Free tier, then from $39/mo",
          "summary": "Free tier, then from $39/mo. Ninar AI offers a permanent free plan and five paid monthly plans priced from $39/month to $599/month, with probe overage charges on Scale and Enterprise."
        },
        "observed": true
      },
      {
        "agent_id": "peec_ai_mcp",
        "name": "peec-ai-mcp",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 81.25,
          "monthly_usd": 94.31,
          "headline": "From $81.25/mo",
          "summary": "From $81.25/mo. Peec.ai offers Starter, Pro, and Advanced subscriptions priced at €70, €180, and €360 per month, plus a custom-priced Enterprise plan."
        },
        "observed": true
      },
      {
        "agent_id": "joeroy2027_tqp_site",
        "name": "Joeroy2027 Tqp Site",
        "price": {
          "observed": false,
          "billing": "unknown",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "The Smart Website System starts at $2,395, while Conversion and Authority Website systems are recommended after review without publicly listed prices."
        },
        "observed": false
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "brand-mention-monitoring"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "brand-mention-monitoring",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "aiscan"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "aiscan"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}