Mazza AI Studio

{
  "agent_id": "mazza_ai_studio",
  "name": "Mazza AI Studio",
  "url": "https://mazzagrp.com/",
  "logo": null,
  "niche": null,
  "category": null,
  "short_summary": "AI engineering studio offering custom AI workflows, chatbots, automation, and API products for business use cases including lead generation, knowledge retrieva…",
  "task_performed": "unclear",
  "inputs_accepted": [],
  "outputs_produced": [],
  "integrations_available": [],
  "protocols_or_interfaces": [
    "X402",
    "A2A"
  ],
  "industry_fit": [],
  "autonomy_level": "unclear",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": true,
    "billing": "subscription",
    "source_kind": "vendor",
    "currency": "USD",
    "lowest_monthly_usd": 49,
    "monthly_usd": 49,
    "headline": "From $49/mo",
    "commercial": {
      "entry_offer": {
        "line": "Starter",
        "monthly_native": 49,
        "monthly_usd": 49,
        "commitment": "monthly",
        "basis": "$49/month",
        "billing_verified": true
      },
      "rates": [
        {
          "line": "Character Engine",
          "per": "per call",
          "text": "$0.1 per call"
        },
        {
          "line": "Perfect Recall",
          "per": "per call",
          "text": "$0.2 per call"
        },
        {
          "line": "StoryForge",
          "per": "per call",
          "text": "$0.6 per call"
        },
        {
          "line": "Design Artifact Pipeline",
          "per": "per call",
          "text": "$0.8 per call"
        },
        {
          "line": "PuzzleForge",
          "per": "per call",
          "text": "$0.8 per call"
        },
        {
          "line": "TemporalMind",
          "per": "per call",
          "text": "$0.8 per call"
        },
        {
          "line": "Conversational Chatbot",
          "per": "per call",
          "text": "$1 per call"
        },
        {
          "line": "LongQA",
          "per": "per call",
          "text": "$1 per call"
        },
        {
          "line": "SheetFlow",
          "per": "per call",
          "text": "$1 per call"
        },
        {
          "line": "ArenaJury",
          "per": "per call",
          "text": "$1.2 per call"
        },
        {
          "line": "QueryMind (SQL)",
          "per": "per call",
          "text": "$1.2 per call"
        },
        {
          "line": "AutoFlow",
          "per": "per call",
          "text": "$1.5 per call"
        },
        {
          "line": "DeskBot",
          "per": "per call",
          "text": "$1.5 per call"
        },
        {
          "line": "NegotiatorGrok",
          "per": "per call",
          "text": "$1.5 per call"
        },
        {
          "line": "RAGCheck",
          "per": "per call",
          "text": "$1.5 per call"
        },
        {
          "line": "WebAgent",
          "per": "per call",
          "text": "$1.8 per call"
        },
        {
          "line": "Simulation Engine",
          "per": "per call",
          "text": "$2 per call"
        },
        {
          "line": "MCPConform",
          "per": "per call",
          "text": "$2 per call"
        },
        {
          "line": "WorldBuilder",
          "per": "per call",
          "text": "$2 per call"
        },
        {
          "line": "AI Strategy Consultation",
          "per": "per call",
          "text": "$5 per call"
        },
        {
          "line": "Automation Workflow Design",
          "per": "per call",
          "text": "$15 per call"
        }
      ],
      "currency": "USD",
      "notes": [
        "other prices: AI Setup $199 (one-time)"
      ],
      "lines": [
        {
          "name": "AI Setup",
          "price": "$199",
          "kind": "one_off",
          "billed": "one_off"
        },
        {
          "name": "Starter",
          "price": "$49 /mo",
          "kind": "base_subscription",
          "billed": "monthly"
        },
        {
          "name": "Pro",
          "price": "$199 /mo",
          "kind": "base_subscription",
          "billed": "monthly"
        },
        {
          "name": "Scale",
          "price": "$999 /mo",
          "kind": "base_subscription",
          "billed": "monthly"
        },
        {
          "name": "Character Engine",
          "price": "$0.10",
          "kind": "usage_rate",
          "unit": "call",
          "billed": "usage"
        },
        {
          "name": "Perfect Recall",
          "price": "$0.20",
          "kind": "usage_rate",
          "unit": "call",
          "billed": "usage"
        },
        {
          "name": "StoryForge",
          "price": "$0.60",
          "kind": "usage_rate",
          "unit": "call",
          "billed": "usage"
        },
        {
          "name": "Design Artifact Pipeline",
          "price": "$0.80",
          "kind": "usage_rate",
          "unit": "call",
          "billed": "usage"
        },
        {
          "name": "PuzzleForge",
          "price": "$0.80",
          "kind": "usage_rate",
          "unit": "call",
          "billed": "usage"
        },
        {
          "name": "TemporalMind",
          "price": "$0.80",
          "kind": "usage_rate",
          "unit": "call",
          "billed": "usage"
        },
        {
          "name": "Conversational Chatbot",
          "price": "$1.00",
          "kind": "usage_rate",
          "unit": "call",
          "billed": "usage"
        },
        {
          "name": "LongQA",
          "price": "$1.00",
          "kind": "usage_rate",
          "unit": "call",
          "billed": "usage"
        },
        {
          "name": "SheetFlow",
          "price": "$1.00",
          "kind": "usage_rate",
          "unit": "call",
          "billed": "usage"
        },
        {
          "name": "ArenaJury",
          "price": "$1.20",
          "kind": "usage_rate",
          "unit": "call",
          "billed": "usage"
        },
        {
          "name": "QueryMind (SQL)",
          "price": "$1.20",
          "kind": "usage_rate",
          "unit": "call",
          "billed": "usage"
        },
        {
          "name": "AutoFlow",
          "price": "$1.50",
          "kind": "usage_rate",
          "unit": "call",
          "billed": "usage"
        },
        {
          "name": "DeskBot",
          "price": "$1.50",
          "kind": "usage_rate",
          "unit": "call",
          "billed": "usage"
        },
        {
          "name": "NegotiatorGrok",
          "price": "$1.50",
          "kind": "usage_rate",
          "unit": "call",
          "billed": "usage"
        },
        {
          "name": "RAGCheck",
          "price": "$1.50",
          "kind": "usage_rate",
          "unit": "call",
          "billed": "usage"
        },
        {
          "name": "WebAgent",
          "price": "$1.80",
          "kind": "usage_rate",
          "unit": "call",
          "billed": "usage"
        },
        {
          "name": "Simulation Engine",
          "price": "$2.00",
          "kind": "usage_rate",
          "unit": "call",
          "billed": "usage"
        },
        {
          "name": "MCPConform",
          "price": "$2.00",
          "kind": "usage_rate",
          "unit": "call",
          "billed": "usage"
        },
        {
          "name": "WorldBuilder",
          "price": "$2.00",
          "kind": "usage_rate",
          "unit": "call",
          "billed": "usage"
        },
        {
          "name": "AI Strategy Consultation",
          "price": "$5.00",
          "kind": "usage_rate",
          "unit": "call",
          "billed": "usage"
        },
        {
          "name": "Automation Workflow Design",
          "price": "$15.00",
          "kind": "usage_rate",
          "unit": "call",
          "billed": "usage"
        }
      ]
    },
    "summary": "From $49/mo. Mazza offers API subscriptions from $49/month for 1,000 calls, with larger $199 and $999 monthly tiers, plus per-call USDC pricing and a $199 setup service.",
    "confidence": "high",
    "source_url": "https://mazzagrp.com/pricing",
    "checked_at": "2026-10-26T02:49:45.769Z",
    "amount": 49,
    "display": "From $49/mo",
    "plans": [
      {
        "name": "AI Setup",
        "price": "$199",
        "period": "one-time",
        "persona": "team_sme",
        "highlights": [
          "AI setup service"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Starter",
        "price": "$49 /mo",
        "period": "month",
        "persona": "individual",
        "highlights": [
          "1,000 calls/month",
          "All 21 endpoints",
          "Email support",
          "x402 or subscription billing"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Pro",
        "price": "$199 /mo",
        "period": "month",
        "persona": "pro",
        "highlights": [
          "10,000 calls/month",
          "All 21 endpoints",
          "Priority email support",
          "Usage dashboard",
          "Webhook callbacks"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Scale",
        "price": "$999 /mo",
        "period": "month",
        "persona": "team_sme",
        "highlights": [
          "100,000 calls/month",
          "All 21 endpoints",
          "Dedicated support channel",
          "Custom rate limits",
          "99.9% SLA"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Character Engine",
        "price": "$0.10",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per call",
          "POST /api/character"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Perfect Recall",
        "price": "$0.20",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per call",
          "POST /api/recall"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "StoryForge",
        "price": "$0.60",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per call",
          "POST /api/storyforge"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Design Artifact Pipeline",
        "price": "$0.80",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per call",
          "POST /api/design"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "PuzzleForge",
        "price": "$0.80",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per call",
          "POST /api/puzzles"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "TemporalMind",
        "price": "$0.80",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per call",
          "POST /api/temporal"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Conversational Chatbot",
        "price": "$1.00",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per call",
          "POST /api/chatbot"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "LongQA",
        "price": "$1.00",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per call",
          "POST /api/longqa"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "SheetFlow",
        "price": "$1.00",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per call",
          "POST /api/sheets"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "ArenaJury",
        "price": "$1.20",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per call",
          "POST /api/arena"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "QueryMind (SQL)",
        "price": "$1.20",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per call",
          "POST /api/sql"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "AutoFlow",
        "price": "$1.50",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per call",
          "POST /api/autoflow"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "DeskBot",
        "price": "$1.50",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per call",
          "POST /api/desktop"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "NegotiatorGrok",
        "price": "$1.50",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per call",
          "POST /api/negotiator"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "RAGCheck",
        "price": "$1.50",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per call",
          "POST /api/rag"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "WebAgent",
        "price": "$1.80",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per call",
          "POST /api/webagent"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Simulation Engine",
        "price": "$2.00",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per call",
          "POST /api/simulation"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "MCPConform",
        "price": "$2.00",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per call",
          "POST /api/mcp-eval"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "WorldBuilder",
        "price": "$2.00",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per call",
          "POST /api/worldbuilder"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "AI Strategy Consultation",
        "price": "$5.00",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per call",
          "POST /api/consultation"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Automation Workflow Design",
        "price": "$15.00",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per call",
          "POST /api/automation"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "unclear",
  "entity_type": "agent_platform",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://mazzagrp.com/"
  ],
  "last_checked": "2026-10-26",
  "profile_checked": null,
  "price_checked": "2026-10-26",
  "how_to_connect": {
    "website": "https://mazzagrp.com/",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "x402",
      "A2A"
    ],
    "install": null,
    "repository": null,
    "note": "Speaks x402, A2A but publishes no endpoint we could verify — check the docs/website."
  },
  "deployment": {
    "model": "unknown",
    "both_offered": false,
    "hosted_endpoint": null,
    "install": null,
    "note": "No deployment evidence held — Agentery has no endpoint, install instruction or directory attribute for this listing.",
    "evidence": null
  },
  "licence": {
    "name": null,
    "note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
    "evidence": null
  },
  "evidence_checks": {
    "price": {
      "source_url": "https://mazzagrp.com/pricing",
      "last_observed_day": "2026-10-26",
      "age_days": 0,
      "verified_day": null,
      "note": "from the listing's current price record; no separate page-text verification is held"
    },
    "agent_card": {
      "status": "unknown",
      "note": "no Agent Card URL recorded for this listing"
    },
    "endpoint": {
      "status": "unknown",
      "note": "endpoint not yet checked"
    }
  },
  "product_group": null,
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 1342,
    "uptime_7d": 1,
    "checked_at": "2026-10-26T02:39:33.557Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "a2a_check": {
    "checked_on": "2026-10-16",
    "card_url": "https://mazzagrp.com/.well-known/agent-card.json",
    "card_name": "Mazza AI Studio",
    "declared_version": null,
    "endpoint": null,
    "skills": [
      "consultation",
      "recall",
      "chatbot",
      "automation",
      "character",
      "design",
      "desktop",
      "longqa",
      "mcp-eval",
      "negotiator",
      "puzzles",
      "rag"
    ],
    "findings": [
      {
        "label": "Interface",
        "value": "No A2A JSON-RPC interface declared (transport: unknown)",
        "ok": false
      },
      {
        "label": "Protocol version",
        "value": "Not stated in the agent card",
        "ok": null
      }
    ],
    "vendor_published": null,
    "note": "Automated check of the vendor's public A2A agent card and endpoint. The check reads the card and sends an empty JSON-RPC request; it delivers no message. Vendor quotes are copied word for word from the card or its documentation."
  },
  "feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}