← TakoCONTENT HISTORY

Update to Tako

Snapshot Oct 28, 2026 · 12:27 UTC · version 1.3.0

WHAT CHANGED

Declared capabilities changed

Declared skills — Now says: [{"description":"Use when the user explicitly asks for Tako's research agent or for deep, multi-step research with Tako, such as \"use the Tako agent to…\",...

Observed in instructions or declared skills. Runtime behavior has not been tested.

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Declared skills

Before

Oct 27, 2026 · 00:25 UTC

[{"description":"Use when the user asks what a company's financial metric is or was (revenue, margins, EPS, cash flow, valuation, stock price, analyst estimates), compares companies on a metric, asks who a company competes with or what d...

After

Oct 28, 2026 · 12:27 UTC

[{"description":"Use when the user explicitly asks for Tako's research agent or for deep, multi-step research with Tako, such as \"use the Tako agent to…\", \"have Tako research…\", or \"use Tako's company agent to…\". Tako's agents plan...

Full description

Before

Oct 27, 2026 · 00:25 UTC

helps users find current data and metrics from proprietary datasets and the live web as citation-backed charts, retrieve the underlying result content, check available data coverage, and create shareable public chart links from user-prov...

After

Oct 28, 2026 · 12:27 UTC

searches the web and premium, licensed data in one call, and answers with cited, interactive charts alongside the web results. It covers company financials, economic indicators, markets, website traffic, sports, and prediction markets.

Short description

Before

Oct 27, 2026 · 00:25 UTC

Search live data and charts

After

Oct 28, 2026 · 12:27 UTC

Premium live data & web search

Long description

Before

Oct 27, 2026 · 00:25 UTC

helps users find current data and metrics from proprietary datasets and the live web as citation-backed charts, retrieve the underlying result content, check available data coverage, and create shareable public chart links from user-prov...

After

Oct 28, 2026 · 12:27 UTC

searches the web and premium, licensed data in one call, and answers with cited, interactive charts alongside the web results. Ask about a company's revenue, inflation, a website's traffic, sports standings, or prediction-market odds. W...

Compare saved observations

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Full technical diff · 18 changed fields

removed /release/app_manifest/apps/app-69fb789923988191a03797de71aa0cc2

BEFORE
{
  "id": "asdk_app_69fb789923988191a03797de71aa0cc2",
  "required": true
}
AFTER
Field is absent

added /release/app_manifest/apps/tako

BEFORE
Field was absent
AFTER
{
  "id": "asdk_app_69fb789923988191a03797de71aa0cc2",
  "required": true
}

changed /release/description

BEFORE
"Tako helps users find current data and metrics from proprietary datasets and the live web as citation-backed charts, retrieve the underlying result content, check available data coverage, and create shareable public chart links from user-provided structured data."
AFTER
"Tako searches the web and premium, licensed data in one call, and answers with cited, interactive charts alongside the web results. It covers company financials, economic indicators, markets, website traffic, sports, and prediction markets."

changed /release/id

BEFORE
"pluginrel_0bdd0ee0e5208191911d4a6bbdfe7c79"
AFTER
"pluginrel_747341b6617c8191a0f609c3d73b2ac1"

changed /release/interface/capabilities

BEFORE
[]
AFTER
[
  "Read",
  "Write"
]

changed /release/interface/composer_icon_dark_url

BEFORE
"https://files.openai.com/content?id=file_00000000a06c81f6bd9f358c2fb6d67b"
AFTER
"https://files.openai.com/content?id=file_000000005ba881f5b4775740be71e23e"

changed /release/interface/composer_icon_url

BEFORE
"https://files.openai.com/content?id=file_00000000c694823092b7e032288542c5"
AFTER
"https://files.openai.com/content?id=file_00000000367882309aaea6b4c9a9d1fa"

changed /release/interface/default_prompt

BEFORE
"Show me Nvidia's quarterly revenue. Use Tako."
AFTER
"Compare Nvidia and AMD quarterly revenue."

changed /release/interface/default_prompts

BEFORE
[
  "Show me Nvidia's quarterly revenue. Use Tako.",
  "Give me the current Premier League standings. Use Tako.",
  "Show me monthly visits for netflix.com. Use Tako."
]
AFTER
[
  "Compare Nvidia and AMD quarterly revenue.",
  "Give me the current Premier League standings.",
  "Show me monthly visits for chatgpt.com."
]

changed /release/interface/logo_url

BEFORE
"https://files.openai.com/content?id=file_000000008a6081f7953da374badb8583"
AFTER
"https://files.openai.com/content?id=file_00000000757881f7930e6db92b0e4506"

changed /release/interface/logo_url_dark

BEFORE
"https://files.openai.com/content?id=file_000000000b0c82308793c815525d4205"
AFTER
"https://files.openai.com/content?id=file_00000000aa0881f7949abd8e3013a532"

changed /release/interface/long_description

BEFORE
"Tako helps users find current data and metrics from proprietary datasets and the live web as citation-backed charts, retrieve the underlying result content, check available data coverage, and create shareable public chart links from user-provided structured data."
AFTER
"Tako searches the web and premium, licensed data in one call, and answers with cited, interactive charts alongside the web results.\n\nAsk about a company's revenue, inflation, a website's traffic, sports standings, or prediction-market odds. When Tako's data has the figure, you get it as a chart from a provider such as S&P Global, FRED, or Semrush, with its source. Every answer also includes web results, such as news and pages that put the figure in context. A question with no chart gets web results alone.\n\nTako also fetches the full text of a web page or the data rows behind a chart, and turns numbers you provide into a shareable chart. For multi-step research, ask for Tako's agents. The Tako agent ranks and compares companies or countries across metrics, and the company agent builds lists of companies and the professionals at them.\n\nTako is for analysts, researchers, and anyone who needs a number they can cite. Sign in with a Tako account to use it. Charts you create from your own data are public to anyone with the link."

changed /release/interface/screenshot_urls

BEFORE
[
  "https://files.openai.com/content?id=file_00000000650c81f5b4a6babcfb08d339",
  "https://files.openai.com/content?id=file_000000003ee48230a2826381c8976971",
  "https://files.openai.com/content?id=file_00000000890481fdb2b5feb719d3c429"
]
AFTER
[
  "https://files.openai.com/content?id=file_000000008e3c81f7b29532a0cb1ba94e",
  "https://files.openai.com/content?id=file_00000000dc14820c910f6e148058ed4f",
  "https://files.openai.com/content?id=file_0000000087288230851484267f14d969"
]

changed /release/interface/short_description

BEFORE
"Search live data and charts"
AFTER
"Premium live data & web search"

changed /release/keywords

BEFORE
[]
AFTER
[
  "financial data",
  "stock data",
  "company financials",
  "earnings",
  "analyst estimates",
  "valuation",
  "economic data",
  "macroeconomics",
  "inflation",
  "GDP",
  "unemployment",
  "interest rates",
  "website traffic",
  "prediction markets",
  "sports statistics",
  "demographics",
  "real estate",
  "web search",
  "charts",
  "data visualization"
]

changed /release/mcp_servers

BEFORE
[]
AFTER
[
  {
    "key": "tako",
    "metadata": {
      "headers": {},
      "type": "streamable-http",
      "url": "https://mcp.tako.com/mcp/chatgpt"
    }
  }
]

changed /release/skills

BEFORE
[
  {
    "description": "Use when the user asks what a company's financial metric is or was (revenue, margins, EPS, cash flow, valuation, stock price, analyst estimates), compares companies on a metric, asks who a company competes with or what data exists on it, or wants a financial chart — including private companies and crypto spot prices. Returns the figures as structured, citation-backed data from Tako (S&P Global, Fiscal.ai, Visible Alpha, Xignite and others), each with a chart. Company-level data only, not country indicators or website traffic.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "tako-financial-research",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "chart",
      "short_description": "Use when the user asks what a company's financial metric is or was (revenue, margins, EPS, cash flow, valuation, stock price, analyst estimates), compares companies on a metric, asks who a company competes with or what data exists on it, or wants a financial chart — including private companies and crypto spot prices. Returns the figures as structured, citation-backed data from Tako (S&P Global, Fiscal.ai, Visible Alpha, Xignite and others), each with a chart. Company-level data only, not country indicators or website traffic."
    },
    "name": "tako-financial-research",
    "plugin_release_skill_id": "pluginrsk_6a9a4d55bdb88191926d59c0fc34a580"
  },
  {
    "description": "Use when the user asks what a country's economic indicator is or was (inflation, CPI, PCE, unemployment, GDP, interest rates, population), compares countries on one, asks which indicators exist for a country or which countries belong to a bloc, or wants a macro chart or briefing. Returns the figures as structured, citation-backed data from Tako (FRED, BLS, OECD, BIS, IMF, World Bank, Census and Polymarket), each with a chart. Country-level indicators only, not company financials or website traffic.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "tako-macroeconomics",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "chart",
      "short_description": "Use when the user asks what a country's economic indicator is or was (inflation, CPI, PCE, unemployment, GDP, interest rates, population), compares countries on one, asks which indicators exist for a country or which countries belong to a bloc, or wants a macro chart or briefing. Returns the figures as structured, citation-backed data from Tako (FRED, BLS, OECD, BIS, IMF, World Bank, Census and Polymarket), each with a chart. Country-level indicators only, not company financials or website traffic."
    },
    "name": "tako-macroeconomics",
    "plugin_release_skill_id": "pluginrsk_6a9a4d561bac81919d65e04d9bc145a6"
  },
  {
    "description": "Use when the user asks how much traffic a website gets, compares sites' visits, wants a top-sites ranking, asks which sites compete with a brand for attention, or asks about an app's monthly active users — including when they name the brand rather than the domain (\"how much traffic does Netflix get\"). Returns SimilarWeb figures as structured, citation-backed data from Tako, each with a chart. Not for company financials such as subscribers or revenue.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "tako-web-traffic",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "chart",
      "short_description": "Use when the user asks how much traffic a website gets, compares sites' visits, wants a top-sites ranking, asks which sites compete with a brand for attention, or asks about an app's monthly active users — including when they name the brand rather than the domain (\"how much traffic does Netflix get\"). Returns SimilarWeb figures as structured, citation-backed data from Tako, each with a chart. Not for company financials such as subscribers or revenue."
    },
    "name": "tako-web-traffic",
    "plugin_release_skill_id": "pluginrsk_6a9a4d5677a48191a7c7a1e601274701"
  }
]
AFTER
[
  {
    "description": "Use when the user explicitly asks for Tako's research agent or for deep, multi-step research with Tako, such as \"use the Tako agent to…\", \"have Tako research…\", or \"use Tako's company agent to…\". Tako's agents plan the steps, search the web and licensed data, and return a cited answer with charts or lists. For any other question, use tako-search, even one that needs a ranking or a calculation.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "tako-agent",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "search",
      "short_description": "Use when the user explicitly asks for Tako's research agent or for deep, multi-step research with Tako, such as \"use the Tako agent to…\", \"have Tako research…\", or \"use Tako's company agent to…\". Tako's agents plan the steps, search the web and licensed data, and return a cited answer with charts or lists. For any other question, use tako-search, even one that needs a ranking or a calculation."
    },
    "name": "tako-agent",
    "plugin_release_skill_id": "pluginrsk_6ae02e9d85b8819192ad9a35a29e23e3"
  },
  {
    "description": "Use when you need to look something up: current events, facts, figures, or pages on any topic. Also use it when the answer needs a calculation over real-world data. Tako searches the web and a knowledge graph of licensed data in one call, and returns web results, plus a structured, cited card when the graph has one.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "tako-search",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "search",
      "short_description": "Use when you need to look something up: current events, facts, figures, or pages on any topic. Also use it when the answer needs a calculation over real-world data. Tako searches the web and a knowledge graph of licensed data in one call, and returns web results, plus a structured, cited card when the graph has one."
    },
    "name": "tako-search",
    "plugin_release_skill_id": "pluginrsk_6ae02e9cfd188191b883cf1fe016755b"
  }
]

changed /release/version

BEFORE
"1.0.0"
AFTER
"1.3.0"
Full snapshot data
{
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  "connector_id": "asdk_app_69fb789923988191a03797de71aa0cc2",
  "created_at": "2026-06-23T03:45:00.679447Z",
  "discoverability": "LISTED",
  "id": "plugin_asdk_app_69fb789923988191a03797de71aa0cc2",
  "is_template": false,
  "is_template_instance": false,
  "is_v2_template": false,
  "name": "app-69fb789923988191a03797de71aa0cc2",
  "release": {
    "app_ids": [
      "asdk_app_69fb789923988191a03797de71aa0cc2"
    ],
    "app_manifest": {
      "apps": {
        "tako": {
          "id": "asdk_app_69fb789923988191a03797de71aa0cc2",
          "required": true
        }
      }
    },
    "app_templates": [],
    "description": "Tako searches the web and premium, licensed data in one call, and answers with cited, interactive charts alongside the web results. It covers company financials, economic indicators, markets, website traffic, sports, and prediction markets.",
    "display_name": "Tako",
    "id": "pluginrel_747341b6617c8191a0f609c3d73b2ac1",
    "interface": {
      "brand_color": "#1B9AAA",
      "capabilities": [
        "Read",
        "Write"
      ],
      "category": "Productivity",
      "composer_icon_dark_url": "https://files.openai.com/content?id=file_000000005ba881f5b4775740be71e23e",
      "composer_icon_url": "https://files.openai.com/content?id=file_00000000367882309aaea6b4c9a9d1fa",
      "default_prompt": "Compare Nvidia and AMD quarterly revenue.",
      "default_prompts": [
        "Compare Nvidia and AMD quarterly revenue.",
        "Give me the current Premier League standings.",
        "Show me monthly visits for chatgpt.com."
      ],
      "developer_name": "Tako",
      "logo_url": "https://files.openai.com/content?id=file_00000000757881f7930e6db92b0e4506",
      "logo_url_dark": "https://files.openai.com/content?id=file_00000000aa0881f7949abd8e3013a532",
      "long_description": "Tako searches the web and premium, licensed data in one call, and answers with cited, interactive charts alongside the web results.\n\nAsk about a company's revenue, inflation, a website's traffic, sports standings, or prediction-market odds. When Tako's data has the figure, you get it as a chart from a provider such as S&P Global, FRED, or Semrush, with its source. Every answer also includes web results, such as news and pages that put the figure in context. A question with no chart gets web results alone.\n\nTako also fetches the full text of a web page or the data rows behind a chart, and turns numbers you provide into a shareable chart. For multi-step research, ask for Tako's agents. The Tako agent ranks and compares companies or countries across metrics, and the company agent builds lists of companies and the professionals at them.\n\nTako is for analysts, researchers, and anyone who needs a number they can cite. Sign in with a Tako account to use it. Charts you create from your own data are public to anyone with the link.",
      "plugin_category_id": "productivity",
      "privacy_policy_url": "https://tako.com/privacy",
      "screenshot_urls": [
        "https://files.openai.com/content?id=file_000000008e3c81f7b29532a0cb1ba94e",
        "https://files.openai.com/content?id=file_00000000dc14820c910f6e148058ed4f",
        "https://files.openai.com/content?id=file_0000000087288230851484267f14d969"
      ],
      "short_description": "Premium live data & web search",
      "terms_of_service_url": "https://tako.com/tos",
      "website_url": "https://tako.com"
    },
    "keywords": [
      "financial data",
      "stock data",
      "company financials",
      "earnings",
      "analyst estimates",
      "valuation",
      "economic data",
      "macroeconomics",
      "inflation",
      "GDP",
      "unemployment",
      "interest rates",
      "website traffic",
      "prediction markets",
      "sports statistics",
      "demographics",
      "real estate",
      "web search",
      "charts",
      "data visualization"
    ],
    "mcp_servers": [
      {
        "key": "tako",
        "metadata": {
          "headers": {},
          "type": "streamable-http",
          "url": "https://mcp.tako.com/mcp/chatgpt"
        }
      }
    ],
    "onboarding_skill_name": null,
    "requires_local_executor": false,
    "skills": [
      {
        "description": "Use when the user explicitly asks for Tako's research agent or for deep, multi-step research with Tako, such as \"use the Tako agent to…\", \"have Tako research…\", or \"use Tako's company agent to…\". Tako's agents plan the steps, search the web and licensed data, and return a cited answer with charts or lists. For any other question, use tako-search, even one that needs a ranking or a calculation.",
        "interface": {
          "brand_color": null,
          "default_prompt": null,
          "display_name": "tako-agent",
          "icon_large_url": null,
          "icon_small_url": null,
          "iconography": "search",
          "short_description": "Use when the user explicitly asks for Tako's research agent or for deep, multi-step research with Tako, such as \"use the Tako agent to…\", \"have Tako research…\", or \"use Tako's company agent to…\". Tako's agents plan the steps, search the web and licensed data, and return a cited answer with charts or lists. For any other question, use tako-search, even one that needs a ranking or a calculation."
        },
        "name": "tako-agent",
        "plugin_release_skill_id": "pluginrsk_6ae02e9d85b8819192ad9a35a29e23e3"
      },
      {
        "description": "Use when you need to look something up: current events, facts, figures, or pages on any topic. Also use it when the answer needs a calculation over real-world data. Tako searches the web and a knowledge graph of licensed data in one call, and returns web results, plus a structured, cited card when the graph has one.",
        "interface": {
          "brand_color": null,
          "default_prompt": null,
          "display_name": "tako-search",
          "icon_large_url": null,
          "icon_small_url": null,
          "iconography": "search",
          "short_description": "Use when you need to look something up: current events, facts, figures, or pages on any topic. Also use it when the answer needs a calculation over real-world data. Tako searches the web and a knowledge graph of licensed data in one call, and returns web results, plus a structured, cited card when the graph has one."
        },
        "name": "tako-search",
        "plugin_release_skill_id": "pluginrsk_6ae02e9cfd188191b883cf1fe016755b"
      }
    ],
    "version": "1.3.0"
  },
  "scope": "GLOBAL",
  "share_url": "https://chatgpt.com/plugins/plugin_asdk_app_69fb789923988191a03797de71aa0cc2?open_in_app",
  "status": "ENABLED"
}

SHA-256 of public snapshot: 56468cf0368f3360eff534195b4b4b66244f8a01c615dca917b1f9572ed18afb