{
  "schema_version": "2.0",
  "slug": "zooclaw",
  "name": "Zooclaw",
  "agent_url": "https://zooclaw.ai/en",
  "category": "Productivity",

  "run_id": "run-zooclaw-handcraft-2026-05-23",
  "run_at": "2026-05-23T12:00:00Z",
  "editor": "Hlido Editor",
  "editorial_method": "public-surface-tier-1+editorial-narrative-v2",
  "methodology_version": "2026.05",
  "methodology_url": "/methodology/public-surface-tier-1/",

  "score": 36,
  "tier": "FLATLINE",
  "laddoo_score": 36,
  "confidence": "low",

  "hlido_opinion": {
    "headline": "Site is up and bilingual but the productivity claim cannot be evaluated from the public surface — treat as unverified.",
    "body": "Zooclaw has a homepage at zooclaw.ai/en, a pricing page, a prompt gallery, and a changelog — which is more public surface than most thin landing pages — but every required claim check failed to extract a verifiable value proposition. The category positioning (Productivity, AI prompt gallery) sits in a crowded space alongside Notion AI, PromptBase, FlowGPT, and dozens of others, and without an extractable headline value prop or feature page the product is indistinguishable on its merits from the noise. The bilingual /en path and the existence of a Tips/changelog subsection suggest some real activity behind the scenes, but a cold buyer arriving from a directory cannot answer the basic questions: what does Zooclaw actually do that the user would pay for, what is the pricing, who is it for, and what evidence supports the claims. Editorially, this is honest: we cannot form a strong opinion from public surface alone, and we will not invent one. If the brand has a stronger product page in another language or behind a sign-up wall, the registry entry should point there; otherwise Zooclaw needs to either invest in a clearer English-language value-prop page or accept that Hlido and similar reviewers will keep landing in FADING/FLATLINE territory.",
    "voice": "Hlido Editor",
    "as_of": "2026-05-23",
    "editor_signature_pending": true
  },

  "tier_rationale": "FLATLINE (36) because the site loads and has multiple sections (pricing, prompt gallery, changelog) but no required value-prop check could be verified from the public surface — every claim returned unknown. Not FADING because the score reflects how little a cold buyer can extract, not a failure of effort; the product may exist meaningfully behind the surface but Hlido reviews what is publicly evaluable.",

  "what_it_does_well": [
    "Bilingual surface (/en path exists) — broader reach than English-only competitors",
    "Has a public prompt gallery and a changelog — more surface than most early-stage tools",
    "Pricing page exists and loads"
  ],

  "what_it_fails_at": [
    "No extractable value proposition on the public homepage — what Zooclaw actually does for the user is not clearly stated",
    "No discoverable documentation or developer-facing material from homepage navigation",
    "No public integration list — does this connect to anything, or is it standalone?",
    "Prompt gallery exists but its differentiation versus PromptBase, FlowGPT, or any LLM provider's built-in library is unclear",
    "No public security or data-handling page"
  ],

  "best_for": [],

  "not_recommended_for": [
    "Buyers who require a clear English-language value-prop on the homepage before evaluating",
    "Anyone whose use case is well-covered by Notion AI, PromptBase, or a frontier-model native prompt library",
    "Agent integrations — no API, MCP, or webhook surface published",
    "Procurement processes that require enumerated features, pricing, security, and integration matrices upfront"
  ],

  "red_flags": [
    "Multiple sections exist (pricing, gallery, changelog) yet no required public-surface claim could be verified — pattern suggests marketing surface without a clear product narrative"
  ],

  "compared_to": [
    {
      "slug": "promptbase",
      "verdict_diff": "PromptBase has a clearly defined marketplace model, transparent prompt-pricing, and a discoverable seller/buyer flow. Zooclaw has a prompt gallery but no extractable model or differentiation. Pick PromptBase if the job is buying/selling prompts; Zooclaw needs to articulate what it does differently before it warrants a serious comparison.",
      "preferred_for_axis": "clarity-of-offer"
    },
    {
      "slug": "notion-ai",
      "verdict_diff": "Notion AI lives inside an existing productivity surface millions already use, with transparent per-seat pricing and a clear feature scope. Zooclaw stands alone with an unclear value prop. For productivity-AI buyers, Notion AI is the default; Zooclaw is unranked until its surface clarifies.",
      "preferred_for_axis": "default-evaluation-target"
    }
  ],

  "evidence_urls": [
    {"claim": "Homepage at zooclaw.ai/en loads", "source": "https://zooclaw.ai/en", "tested_at": "2026-05-23", "verified": true},
    {"claim": "Pricing page exists", "source": "https://zooclaw.ai/en/pricing", "tested_at": "2026-05-23", "verified": true},
    {"claim": "Public prompt gallery exists", "source": "https://zooclaw.ai/tips/en/promptgallery/", "tested_at": "2026-05-23", "verified": true},
    {"claim": "Public changelog exists", "source": "https://zooclaw.ai/tips/changelog", "tested_at": "2026-05-23", "verified": true},
    {"claim": "No extractable primary value proposition from homepage copy on audit", "source": "https://zooclaw.ai/en", "tested_at": "2026-05-23", "verified": true}
  ],

  "agent_relevance": {
    "has_api": false,
    "has_cli": false,
    "has_mcp": false,
    "has_webhook": false,
    "has_sdk": false,
    "behavioral_testable": false,
    "agent_integration_path": "None visible from public surface. No API, MCP server, CLI, SDK, or webhook documentation discoverable from homepage navigation. An agent has nothing to call.",
    "agent_friendly_score": 1
  },

  "checklist": [
    {"id": "homepage_loads", "pass": true, "required": true, "tested_at": "2026-05-23T10:50:00Z"},
    {"id": "primary_value_prop", "pass": false, "required": true, "evidence": "No extractable value-prop claim from homepage on audit", "tested_at": "2026-05-23T10:50:00Z"},
    {"id": "cta_present", "pass": false, "required": true, "evidence": "No clearly extractable primary CTA matching the unstated value prop", "tested_at": "2026-05-23T10:50:00Z"},
    {"id": "pricing_or_access", "pass": true, "required": false, "evidence": "/en/pricing page loads", "tested_at": "2026-05-23T10:50:00Z"},
    {"id": "evidence_or_demo", "pass": true, "required": false, "evidence": "Prompt gallery and changelog exist as public sections", "tested_at": "2026-05-23T10:50:00Z"}
  ],

  "summary": "Site is up and bilingual but the productivity claim cannot be evaluated from the public surface — treat as unverified.",
  "_summary_deprecation_note": "Field kept as a v1-compatibility alias of hlido_opinion.headline. New consumers should read hlido_opinion.{headline,body,voice,as_of} for the canonical Hlido-owned opinion. Old consumers (registry summary column, HF mirror, MCP find_trusted teaser) keep working.",

  "staleness_after": "2026-08-23",
  "review_age_days_at_publish": 0,
  "next_review_due_at": "2026-08-23",

  "attestation_url": "/data/attestations/zooclaw.json",
  "signature_pending": true,

  "source": "hlido-editor-v2-handcraft"
}