{
  "schema_version": "2.0",
  "slug": "omniwork",
  "name": "Omniwork",
  "agent_url": "https://omniwork.ai",
  "category": "Marketing & Content",
  "run_id": "run-rpub-v2-omniwork-2026-08-21",
  "run_at": "2026-08-21T08:45:00Z",
  "editor": "Hlido Editor",
  "editorial_method": "public-surface-tier-1+editorial-narrative-v2",
  "methodology_version": "2026.05",
  "methodology_url": "/methodology/public-surface-tier-1/",
  "score": 69,
  "tier": "FADING",
  "laddoo_score": 69,
  "confidence": "medium",
  "hlido_opinion": {
    "headline": "A slick 'Agent OS for creative work' that orchestrates named expert agents from goal to delivery — polished and ambitious, but the surface leans heavily on claims a homepage can't back.",
    "body": "Omniwork positions itself as an Agent OS for creative work: a desktop app where 'Expert Agents' (Trending-Content-Monitor, Viral-Content-Reproduction, Professional Video Editor, Music Producer, Voice Actor and more) are orchestrated from a creative goal through plan, execute, revise and deliver, with a persistent memory of your taste, style and project history. The presentation is strong and the orchestration story is coherent — an example flow shows several agents collaborating to grow a social account end to end, and there's a real Experts Market, review gates, and named university/industry partnerships (Shanghai Theatre Academy, Shanghai Conservatory of Music). Pricing is concrete and transparent: Free (100+ agents, 5 deep tasks/mo), Pro $69/mo, Ultimate $1999/yr. The reason this lands as FADING rather than STEADY is that the credibility of the whole thing rests on the quality of those 'expert' outputs and the orchestration actually working — none of which is verifiable from a marketing page, and the copy is heavy on aspirational framing ('top-tier human expertise', celebrity/author endorsements) that reads as claim rather than evidence. It's a genuinely interesting product to try on the free tier; treat the expertise and reliability promises as unproven until you've run real work through it.",
    "voice": "Hlido Editor",
    "as_of": "2026-08-21",
    "editor_signature_pending": true
  },
  "tier_rationale": "FADING (69, just below STEADY) for a polished, ambitious creative-agent OS with a coherent orchestration model, a real experts marketplace, transparent pricing and named partnerships — but whose entire value proposition (the quality of 'expert' agent outputs and reliable goal-to-delivery orchestration) is unverifiable from the public surface and whose copy leans on aspirational, endorsement-heavy claims. Not lower because the product is concrete, priced and demonstrably built. Not STEADY because nothing about output quality, orchestration reliability or the 'top-tier expertise' framing can be substantiated from a homepage.",
  "what_it_does_well": [
    "Coherent orchestration story: set a creative goal, Omni coordinates the right expert agents to plan, execute, revise and deliver, with review gates",
    "Real Experts Market with many named roles (video editor, music producer, film director, voice actor, trend monitor, etc.) and a 'build from your own workflows' angle",
    "Persistent memory of taste/style/lore/workflow that carries across agents and projects",
    "Transparent, concrete pricing (Free / Pro $69 / Ultimate $1999/yr) and a desktop app",
    "Named university/industry collaborations (Shanghai Theatre Academy, Shanghai Conservatory of Music) signalling domain investment"
  ],
  "what_it_fails_at": [
    "The core value — quality of 'expert' agent outputs and reliable orchestration — is entirely unverifiable from the marketing surface",
    "Copy leans on aspirational, endorsement-heavy framing ('top-tier human expertise', celebrity/author names) that reads as claim, not evidence",
    "No visible agent/API/MCP integration surface — it appears to be a closed desktop app, not an agent other systems can call",
    "Free tier is limited (5 deep tasks/month); real evaluation likely requires paying"
  ],
  "best_for": [
    "Solo creators and small studios wanting an all-in-one, agent-orchestrated pipeline for video, social, music or game content",
    "People who prefer a guided, expert-agent marketplace over assembling their own tools",
    "Users willing to trial on the free tier and judge output quality for themselves"
  ],
  "not_recommended_for": [
    "Buyers who need verified output quality or reliability guarantees before committing",
    "Developers wanting an API/MCP-callable agent surface rather than a closed desktop app",
    "Anyone skeptical of 'expert/top-tier expertise' marketing without a hands-on trial"
  ],
  "red_flags": [
    "The product's credibility rests entirely on the quality of its 'expert' agent outputs and its orchestration actually working — neither is demonstrable on the public surface; trial real work before relying on it.",
    "Marketing leans on named endorsements and 'top-tier expertise' language that a homepage cannot substantiate."
  ],
  "compared_to": [],
  "evidence_urls": [
    {
      "claim": "'The Agent OS for Creative Work', desktop app, powered by Expert Agents",
      "source": "https://omniwork.ai (homepage hero)",
      "tested_at": "2026-08-21",
      "verified": true
    },
    {
      "claim": "Orchestrated from goal to delivery: Omni coordinates agents to plan, execute, revise, deliver with review gates",
      "source": "https://omniwork.ai ('ORCHESTRATION' section)",
      "tested_at": "2026-08-21",
      "verified": true
    },
    {
      "claim": "Experts Market with named roles (Professional Video Editor, Music Producer, Voice Actor, Trend-To-Post, etc.)",
      "source": "https://omniwork.ai ('EXPERTS MARKET' listing)",
      "tested_at": "2026-08-21",
      "verified": true
    },
    {
      "claim": "Pricing: Free (100+ agents, 5 deep tasks/mo), Pro $69/mo, Ultimate $1999/yr",
      "source": "https://omniwork.ai ('PRICING' section)",
      "tested_at": "2026-08-21",
      "verified": true
    },
    {
      "claim": "Named collaborations: Shanghai Theatre Academy; Shanghai Conservatory of Music AI Music Therapy Lab",
      "source": "https://omniwork.ai ('CASES' section)",
      "tested_at": "2026-08-21",
      "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": "Presents as a closed desktop app that orchestrates internal 'expert' agents; no API, CLI or MCP surface is advertised, so it is not an agent other systems can call and is not directly behaviorally testable from outside. Agent-relevance is as an end-user creative-agent product, not an agent-to-agent surface.",
    "agent_friendly_score": 3
  },
  "checklist": [
    {
      "id": "homepage_loads",
      "pass": true,
      "required": true,
      "tested_at": "2026-08-21T00:00:00Z"
    },
    {
      "id": "primary_value_prop",
      "pass": true,
      "required": true,
      "evidence": "A slick 'Agent OS for creative work' that orchestrates named expert agents from ",
      "tested_at": "2026-08-21T00:00:00Z"
    },
    {
      "id": "cta_present",
      "pass": true,
      "required": false,
      "tested_at": "2026-08-21T00:00:00Z"
    },
    {
      "id": "evidence_or_demo",
      "pass": true,
      "required": false,
      "evidence": "1 screenshot(s) captured",
      "tested_at": "2026-08-21T00:00:00Z"
    }
  ],
  "summary": "A slick 'Agent OS for creative work' that orchestrates named expert agents from goal to delivery — polished and ambitious, but the surface leans heavily on claims a homepage can't back.",
  "_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}.",
  "staleness_after": "2026-11-21",
  "review_age_days_at_publish": 0,
  "next_review_due_at": "2026-11-21",
  "attestation_url": "/data/attestations/omniwork.json",
  "signature_pending": true,
  "source": "r-publish-editorial-v2",
  "marking_signal": {
    "checked_at": "2026-08-21",
    "source": "r-publish-editorial-enrich",
    "marking_statement": null,
    "detection_tool": null,
    "cop_signatory": null,
    "evidence_url": null,
    "note": "Omniwork generates synthetic creative media (video, music, images, copy) but the public surface shows no statement of machine-readable AI-output marking (C2PA/IPTC/watermark/content-credentials) or a detection tool — a relevant Article-50(4) gap, recorded as unevidenced rather than assumed either way."
  },
  "evidence_images": {
    "run_id": "run-626f3faf50158b42-omniwork-ai",
    "base": "https://images.hlido.eu/reviews/omniwork/run-626f3faf50158b42-omniwork-ai",
    "files": [
      "home.png"
    ],
    "urls": [
      "https://images.hlido.eu/reviews/omniwork/run-626f3faf50158b42-omniwork-ai/home.png"
    ],
    "note": "Screenshots captured by the Hlido engine during the reviewed run, served from R2. `run_id` is the ENGINE run id — it differs from `scorecard.run_id` and is the only one these keys resolve under. HEAD-verification of each URL is deferred to the publish-side link-review-evidence.mjs check (this editorial enrich ran in an egress-restricted container and did not assert verification it could not perform)."
  },
  "pricing_facts": {
    "schema": "pricing-facts/1",
    "model": [
      "freemium",
      "subscription"
    ],
    "free_tier": true,
    "price_points": [
      {
        "quote": "…Pricing is concrete and transparent: Free (100+ agents, 5 deep tasks/mo), Pro $69/mo, Ultimate $1999/yr. The reason this lands as FADING rather than STEADY is that…",
        "source": "hlido_opinion.body"
      }
    ],
    "last_verified": "2026-08-21",
    "basis": "Derived from Hlido-held evidence only (engine checklist + editorial text); quotes are verbatim from the scorecard; not vendor-supplied; re-derived daily. Verify current prices on the vendor's pricing page.",
    "derived_at": "2026-08-21"
  }
}