[
  {
    "id": "sakana-marlin-docs-1",
    "tier": "claimed-docs",
    "url": "https://sakana.ai/marlin/",
    "excerpt": "Once you set a research topic, it works without further human input: repeatedly forming hypotheses, gathering information, navigating the web, and resolving contradictions on its own.",
    "fetchedAt": "2026-09-04T19:14:47.362Z"
  },
  {
    "id": "sakana-marlin-docs-2",
    "tier": "claimed-docs",
    "url": "https://sakana.ai/marlin/",
    "excerpt": "Sakana Marlin maps the causal relationships at work in complex business environments and organizes them into structured strategic options.",
    "fetchedAt": "2026-09-04T19:14:47.362Z"
  },
  {
    "id": "sakana-marlin-docs-3",
    "tier": "claimed-docs",
    "url": "https://sakana.ai/marlin/",
    "excerpt": "Everything from the main body to appendices, references, and presentation slides is automatically generated — at a quality that stands alongside professional researchers.",
    "fetchedAt": "2026-09-04T19:14:47.362Z"
  },
  {
    "id": "sakana-marlin-docs-4",
    "tier": "claimed-docs",
    "url": "https://sakana.ai/marlin/",
    "excerpt": "Through thousands of automated cycles, the AI dynamically selects key arguments and cuts the noise.",
    "fetchedAt": "2026-09-04T19:14:47.362Z"
  },
  {
    "id": "sakana-marlin-docs-5",
    "tier": "claimed-docs",
    "url": "https://sakana.ai/marlin/",
    "excerpt": "You can cancel at any time during execution, but please note that credits will still be consumed.",
    "fetchedAt": "2026-09-04T19:14:47.362Z"
  },
  {
    "id": "sakana-marlin-docs-6",
    "tier": "claimed-docs",
    "url": "https://sakana.ai/marlin-beta/",
    "excerpt": "Many told us that Marlin was more practical at digging deeply into information than the chat-based research tools they had used before",
    "fetchedAt": "2026-09-04T19:14:47.362Z"
  },
  {
    "id": "sakana-marlin-docs-7",
    "tier": "claimed-docs",
    "url": "https://sakana.ai/marlin/",
    "excerpt": "The research was of extremely high quality, grounded strictly in primary sources, resulting in a highly convincing and reliable final report.",
    "fetchedAt": "2026-09-04T19:14:47.362Z"
  },
  {
    "id": "sakana-marlin-docs-8",
    "tier": "claimed-docs",
    "url": "https://sakana.ai/marlin-release/",
    "excerpt": "We have made Marlin available as a pay-per-use tier to monthly Pro, Team, and Enterprise-tier plans.",
    "fetchedAt": "2026-09-04T19:14:47.362Z"
  },
  {
    "id": "sakana-marlin-docs-9",
    "tier": "claimed-docs",
    "url": "https://sakana.ai/marlin-release/",
    "excerpt": "Give it a research topic, and Marlin works autonomously for up to roughly eight hours, crafting a detailed strategy report up to a hundred pages long, along with executive summary slides.",
    "fetchedAt": "2026-09-04T19:16:30.242Z"
  },
  {
    "id": "sakana-marlin-docs-10",
    "tier": "claimed-docs",
    "url": "https://sakana.ai/marlin-release/",
    "excerpt": "Sakana Marlin sharpens the direction of the investigation through a brief exchange with the user. Once the course is set, it works without further human input",
    "fetchedAt": "2026-09-04T19:16:30.242Z"
  },
  {
    "id": "sakana-marlin-docs-11",
    "tier": "claimed-docs",
    "url": "https://sakana.ai/marlin/",
    "excerpt": "It does more than summarize. Sakana Marlin maps the causal relationships at work in complex business environments and organizes them into structured strategic options.",
    "fetchedAt": "2026-09-04T19:16:30.242Z"
  },
  {
    "id": "sakana-marlin-docs-12",
    "tier": "claimed-docs",
    "url": "https://sakana.ai/marlin/",
    "excerpt": "本文から付録・参考文献、報告用スライドまで、プロのリサーチャー水準の成果物を自動生成。",
    "fetchedAt": "2026-09-04T19:16:30.242Z"
  },
  {
    "id": "sakana-marlin-docs-13",
    "tier": "claimed-docs",
    "url": "https://sakana.ai/marlin/",
    "excerpt": "Through thousands of automated cycles, the AI dynamically selects key arguments and cuts the noise. Expect zero wasted effort, just pure, compounding high-value insights.",
    "fetchedAt": "2026-09-04T19:16:30.242Z"
  },
  {
    "id": "sakana-marlin-docs-14",
    "tier": "claimed-docs",
    "url": "https://sakana.ai/marlin-release/",
    "excerpt": "putting Marlin to work on real tasks such as strategy formulation, market research, risk analysis, and competitive analysis",
    "fetchedAt": "2026-09-04T19:16:30.242Z"
  },
  {
    "id": "sakana-marlin-docs-15",
    "tier": "claimed-docs",
    "url": "https://sakana.ai/marlin/",
    "excerpt": "他の生成AIと比較して、引用される情報の量と質が高く、二次情報ではなく一次情報を参照できている点に優位性を感じました。",
    "fetchedAt": "2026-09-04T19:16:30.242Z"
  },
  {
    "id": "sakana-marlin-docs-16",
    "tier": "claimed-docs",
    "url": "https://sakana.ai/marlin/",
    "excerpt": "From ideation and data gathering to resolving contradictions and structuring the report, the AI autonomously executes the entire research process.",
    "fetchedAt": "2026-09-04T19:18:23.278Z"
  },
  {
    "id": "sakana-marlin-docs-17",
    "tier": "claimed-docs",
    "url": "https://sakana.ai/marlin/",
    "excerpt": "Dedicated support",
    "fetchedAt": "2026-09-04T19:18:23.278Z"
  },
  {
    "id": "sakana-marlin-docs-18",
    "tier": "claimed-docs",
    "url": "https://sakana.ai/marlin/",
    "excerpt": "Review-paper level depth and comprehensiveness; it exceeded expectations.",
    "fetchedAt": "2026-09-04T19:18:23.278Z"
  },
  {
    "id": "sakana-marlin-docs-19",
    "tier": "claimed-docs",
    "url": "https://sakana.ai/marlin-release/",
    "excerpt": "Marlin was more practical at digging deeply into information than the chat-based research tools they had used before",
    "fetchedAt": "2026-09-04T19:18:23.278Z"
  },
  {
    "id": "sakana-marlin-docs-20",
    "tier": "claimed-docs",
    "url": "https://sakana.ai/marlin/",
    "excerpt": "From a fully referenced report to PowerPoint slides, everything is automatically generated — at a quality that stands alongside professional researchers.",
    "fetchedAt": "2026-09-16T05:17:44.320Z"
  },
  {
    "id": "sakana-marlin-docs-21",
    "tier": "claimed-docs",
    "url": "https://sakana.ai/marlin/",
    "excerpt": "It is designed for use cases where you want to delegate everything up to \"issue framing (agenda setting)\" prior to decision-making to the AI.",
    "fetchedAt": "2026-09-16T05:17:44.320Z"
  },
  {
    "id": "sakana-marlin-docs-22",
    "tier": "claimed-docs",
    "url": "https://sakana.ai/marlin/",
    "excerpt": "Rather than merely aggregating information, it compares and evaluates multiple hypotheses to provide deep insights.",
    "fetchedAt": "2026-09-16T05:17:44.320Z"
  },
  {
    "id": "sakana-marlin-docs-23",
    "tier": "claimed-docs",
    "url": "https://sakana.ai/marlin/",
    "excerpt": "Add-on credits available (¥98 / credit)",
    "fetchedAt": "2026-09-16T05:17:44.320Z"
  },
  {
    "id": "sakana-marlin-docs-24",
    "tier": "claimed-docs",
    "url": "https://sakana.ai/marlin/",
    "excerpt": "Add your card. Start right away.",
    "fetchedAt": "2026-09-16T05:17:44.320Z"
  },
  {
    "id": "sakana-marlin-probe-1",
    "tier": "probe",
    "url": "https://sakana.ai/llms.txt",
    "excerpt": "PROBE llms.txt: HTTP 404 at https://sakana.ai/llms.txt",
    "fetchedAt": "2026-09-16T05:17:45.756Z"
  },
  {
    "id": "sakana-marlin-probe-2",
    "tier": "probe",
    "url": "https://sakana.ai/openapi.json",
    "excerpt": "PROBE openapi: all candidate paths 404 (https://sakana.ai/openapi.json, https://sakana.ai/swagger.json, https://sakana.ai/api/openapi.json, https://sakana.ai/.well-known/openapi.json)",
    "fetchedAt": "2026-09-16T05:17:45.756Z"
  }
]
