Generated from Duct's source code

Twelve tools. Read as one.

Ads, analytics, product and revenue, joined for one question. Read-only by default, and every change waits for your Apply.

Ads

ChatGPT AdsChatGPT's ads report clicks and spend, not conversions. Duct measures the channel against what Stripe settled.Ads API keyRead-only Meta AdsFacebook and Instagram spend, reach, conversions and CPA.System User tokenRead-only Apple Search AdsSpend, taps and installs, by campaign and search term.API key pairRead-only

Analytics and search

Google Analytics 4Traffic, sessions, engagement and conversions, per page and channel.Sign in with Google6 kinds of change Google Search ConsoleSearch queries, clicks, impressions and average position.Sign in with GoogleRead-only Google Tag ManagerTags, variables and container versions, staged, with rollback.Sign in with Google4 kinds of change

Product and experiments

MixpanelSignups, logins and upgrades, one name across web and app.Service account2 kinds of change Microsoft ClarityRage clicks, dead clicks, quick-backs and script errors, per page.Export tokenRead-only GrowthBookWhich tests are live, whether they still bucket, per-metric results.API keyRead-only

Revenue

StripeSettled revenue, subscriptions, refunds and payment outcomes.Restricted read keyRead-only RevenueCatTrials, renewals, refunds and MRR across the App Store and Play.Secret key (V2)Read-only
HubSpotCRM lifecycle stages, pipeline and closed revenue.Coming soon

FAQ

Connectors, answered

Which tools does Duct connect to?

Google Ads, Meta Ads, Apple Search Ads, ChatGPT Ads, Google Analytics 4, Google Search Console, Google Tag Manager, Mixpanel, Microsoft Clarity, GrowthBook, Stripe and RevenueCat. The four Google tools connect when you sign in with Google; the rest take a key you paste once. HubSpot is next.

Does Duct need write access to my accounts?

No. Answers and briefs work with read access everywhere. Four connectors can also make changes (Google Ads, GA4, Tag Manager and Mixpanel), 20 kinds in all, and by default every one waits for your Apply.

Where are my connector credentials stored?

Keys and tokens are stored encrypted by Duct's hosted API, never in your browser, and you can remove a connection at any time. A self-host build keeps them on your own machine.

Can I ask for a connector?

Yes. Open a discussion on GitHub naming the tool and the question you want it to answer. Connectors get built when a question needs one.

Does Duct have an MCP server?

Not yet. An MCP server, so Claude, Cursor and other agents can use Duct's connectors, is planned in issue #197.

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