Constructor Ai

{
  "agent_id": "constructor_ai",
  "name": "Constructor Ai",
  "url": "https://info.constructor.com/agentic-commerce-demo",
  "logo": "https://agentery.com/logos/CP-KD3MYA.svg",
  "niche": "ai-shopping-assistant",
  "category": "consumer-personal",
  "short_summary": "AI shopping agents that guide e-commerce shoppers via conversational product discovery (ASA) and answer product-specific questions on PDPs (PIA) to drive conve…",
  "task_performed": "AI shopping agents that guide e-commerce shoppers via conversational product discovery (ASA) and answer product-specific questions on PDPs (PIA) to drive conversion",
  "inputs_accepted": [
    "Conversational shopper queries/natural language",
    "product catalog",
    "reviews",
    "specs",
    "FAQs",
    "support docs",
    "real-time behavior and intent signals"
  ],
  "outputs_produced": [
    "Tailored product results/recommendations and real-time product Q&A answers"
  ],
  "integrations_available": [],
  "protocols_or_interfaces": [],
  "industry_fit": [
    "e-commerce / retail"
  ],
  "autonomy_level": "workflow automation",
  "human_approval_needed": "unclear",
  "pricing_model": "enterprise/contact sales",
  "price": {
    "observed": false,
    "billing": "not_found",
    "currency": null,
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "No public price found",
    "summary": "No public pricing is shown; the visible $100 figure appears only in a product-search example.",
    "confidence": "medium",
    "source_url": "https://info.constructor.com/agentic-commerce-demo",
    "checked_at": "2026-10-21T01:31:34.548Z",
    "source_kind": "vendor",
    "amount": null,
    "display": null,
    "plans": [],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [
    "Forrester Wave Leader Q3 2025",
    "Gartner Magic Quadrant Leader 2025 / #1 Conversational Search",
    "Belk customer story (CIO Richard Spencer)",
    "Stevie Awards for Technology Excellence",
    "Convrt Awards gold",
    "The International Business Awards"
  ],
  "evidence_quality": "medium",
  "entity_type": "agent",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://info.constructor.com/agentic-commerce-demo"
  ],
  "last_checked": "2026-10-21",
  "profile_checked": "2026-06-16",
  "price_checked": "2026-10-21",
  "how_to_connect": {
    "website": "https://info.constructor.com/agentic-commerce-demo",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [],
    "install": null,
    "repository": null
  },
  "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": {
      "status": "unknown",
      "note": "no observed price page text held for this listing"
    },
    "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": 1655,
    "uptime_7d": 1,
    "checked_at": "2026-10-24T02:33:44.749Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "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."
}