Nes Coherence Signal

{
  "agent_id": "nes_coherence_signal",
  "name": "Nes Coherence Signal",
  "url": "https://scanner.netentropyscore.com/mcp",
  "logo": "https://agentery.com/logos/CP-9MN88P.svg",
  "niche": "competitive-intelligence",
  "category": "sales-marketing-revops",
  "short_summary": "Ask your AI about any brand's claim-vs-reality coherence. NES (Net Entropy Score) measures how consistent a brand's public story is, and how far that claim sit…",
  "task_performed": "Ask your AI about any brand's claim-vs-reality coherence. NES (Net Entropy Score) measures how consistent a brand's public story is, and how far that claim sits from what is actually happening. Connect this server to Claude, ChatGPT, or any MCP client, then ask in plain language (for example, \"using NES, tell me about Stripe\"). You get the brand consistency score (the claim), recent public news (the reality), and the divergence between them. Directional read from public signal, not a fraud or financial check. Free.",
  "inputs_accepted": [],
  "outputs_produced": [],
  "integrations_available": [
    "MCP",
    "Stripe"
  ],
  "protocols_or_interfaces": [
    "MCP"
  ],
  "industry_fit": [
    "general business"
  ],
  "autonomy_level": "infrastructure",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": true,
    "billing": "freemium",
    "source_kind": "vendor",
    "currency": "USD",
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "Free; AI Brand Visibility Report $29 (one-time)",
    "commercial": {
      "currency": "USD",
      "notes": [
        "excluded comparison figures: Claim-vs-Reality Diagnostic $778"
      ],
      "lines": [
        {
          "name": "Sentinel",
          "price": "Free",
          "kind": "free",
          "billed": "monthly"
        },
        {
          "name": "Deep Audit",
          "price": "$ 49 one-time",
          "kind": "one_off",
          "billed": "one_off"
        },
        {
          "name": "AI Brand Visibility Report",
          "price": "$29",
          "kind": "one_off",
          "billed": "one_off"
        },
        {
          "name": "Full Website Audit",
          "price": "$49",
          "kind": "one_off",
          "billed": "one_off"
        },
        {
          "name": "Claim-vs-Reality Diagnostic",
          "price": "$778",
          "kind": "comparator_cost"
        },
        {
          "name": "Review-Inferred NES",
          "price": "$2,399",
          "kind": "one_off",
          "billed": "one_off"
        },
        {
          "name": "Done-for-you",
          "price": "Let’s talk",
          "kind": "unknown"
        }
      ]
    },
    "summary": "Free; AI Brand Visibility Report $29 (one-time). NES offers free early-access monitoring for up to three brands, one-time paid reports priced from $29 to $2,399, and custom done-for-you engagements.",
    "confidence": "high",
    "source_url": "https://scanner.netentropyscore.com/pricing",
    "checked_at": "2026-10-28T02:34:22.843Z",
    "amount": null,
    "display": null,
    "plans": [
      {
        "name": "Sentinel",
        "price": "Free",
        "period": null,
        "persona": "other",
        "highlights": [
          "Free while in early access",
          "Monitor 3 brands continuously",
          "Weekly auto-re-reads",
          "Drift alerts",
          "MCP access",
          "3 team seats"
        ],
        "price_annual": null
      },
      {
        "name": "Deep Audit",
        "price": "$ 49 one-time",
        "period": "one-time",
        "persona": "pro",
        "highlights": [
          "1 brand full deep scan",
          "All 5 NES scores",
          "Detailed audit PDF",
          "30-day Q&A email support"
        ],
        "price_annual": null
      },
      {
        "name": "AI Brand Visibility Report",
        "price": "$29",
        "period": "one-time",
        "persona": "pro",
        "highlights": [
          "Reports what ChatGPT, Claude and Gemini say about a brand"
        ],
        "price_annual": null
      },
      {
        "name": "Full Website Audit",
        "price": "$49",
        "period": "one-time",
        "persona": "pro",
        "highlights": [
          "Finds website leaks",
          "Includes rewrites and a 2-week plan"
        ],
        "price_annual": null
      },
      {
        "name": "Claim-vs-Reality Diagnostic",
        "price": "$778",
        "period": "one-time",
        "persona": "enterprise",
        "highlights": [
          "Quantifies the gap between brand claims and customer perception"
        ],
        "price_annual": null
      },
      {
        "name": "Review-Inferred NES",
        "price": "$2,399",
        "period": "one-time",
        "persona": "enterprise",
        "highlights": [
          "Analyzes reviews and forums against brand claims"
        ],
        "price_annual": null
      },
      {
        "name": "Done-for-you",
        "price": "Let’s talk",
        "period": null,
        "persona": "other",
        "highlights": [
          "Scoped per engagement",
          "Human-reviewed audits and consistency correction",
          "PR and reputation programs",
          "Agency-scale monitoring"
        ],
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "medium",
  "entity_type": "infrastructure",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://scanner.netentropyscore.com/mcp"
  ],
  "last_checked": "2026-10-28",
  "profile_checked": "2026-06-30",
  "price_checked": "2026-10-28",
  "how_to_connect": {
    "website": "https://scanner.netentropyscore.com/mcp",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "install": null,
    "repository": null,
    "note": "Speaks MCP 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://scanner.netentropyscore.com/pricing",
      "last_observed_day": "2026-10-28",
      "age_days": 1,
      "verified_day": "2026-10-28",
      "note": "verified = the page-text gate ran for that scan day (day-before/day-of text check)"
    },
    "agent_card": {
      "status": "unknown",
      "note": "no Agent Card URL recorded for this listing"
    },
    "endpoint": {
      "status": "unknown",
      "note": "endpoint not yet checked"
    }
  },
  "product_group": {
    "group_id": 52,
    "group": "AI visibility monitoring",
    "change_90d_pct": 0,
    "fair_price_by_tier_monthly_usd": {
      "individual": 49,
      "pro": 97,
      "team / small business": 239,
      "enterprise": 521
    },
    "note": "Change of the group's price index over the last 90 days. Call get_group_fair_price with group_id for tier and payment-model detail.",
    "page": "https://agentery.com/aepi/groups/52"
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 1026,
    "uptime_7d": 1,
    "checked_at": "2026-10-29T02:41:04.016Z",
    "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."
}