Organic growth beta · Free & open source

Stop publishing blind.
Start compounding.

Ask which content converts. Duct reads Search Console, GA4 and Clarity together, audits any URL for free, and plans the week’s posts on a board.

Download Duct ↓ Star on GitHub

Free during beta · No credit card · For growth teams at 20–200 person companies

Content Studio drafting a carousel: the agent's progress and its note on the left, the first slide rendered on the right with the approve button under it
Content Studio drafts the post from the plan, renders the first slide so you can see the look, and waits for a yes before it makes the rest.

Connects to the tools you already use

The Problem

You have content, rankings, and traffic data.
But no one is turning it into weekly decisions.

  • Search Console shows impressions up. GA4 says trial signups are flat. You don't know which content is actually converting.
  • Search Console flagged a query climbing into positions 4–8 three weeks ago. It's still sitting in a tab. The blog calendar doesn't reflect it.
  • You spend Monday mornings pulling rank data, session stats, and content metrics from five different tools just to decide what to work on.
Google Search Console
Search Console
Microsoft Clarity
Clarity
HubSpot
HubSpot (content)
GA4
GA4
After Duct Rising keyword → low-KD gap → missing content → conversion drop. One story, automatically connected.

How it works

Connect. Ask. Approve.

01

Connect your stack

One-click OAuth to Google Search Console, GA4, Google Tag Manager, Microsoft Clarity and Mixpanel. Reporting needs read access only; nothing is exported by hand.

02

Ask the question

Type it the way you would ask a colleague. Duct reads every connected tool for it, shows the sources, and a second agent re-checks the numbers before you see them.

03

Approve the change

When the answer is a change, it arrives as a change set with a preview and a guardrail check. Apply it, or don’t. It remembers either way.

What it does

What it does for organic.

One question and its answer: which content converts, read from Search Console, GA4 and Clarity, with the pages to update first

Which content actually converts?

When
Search Console says impressions are up. GA4 says trials are flat.
Today
Two exports, a pivot table, and a guess about which cluster to feed.
With Duct
It reads Search Console, GA4 and Clarity together and answers which cluster earns trials, with the pages to update first.

SEO audit

When
A site needs a look before the next sprint.
Today
A paid crawler, a spreadsheet, a consultant.
With Duct
Paste the URL. No account. The fixes come back in priority order, with the page each one lives on.
A week of posts on a board: two published, one drafted, two planned

A week of content on a board

When
The week’s posts are due and the plan is in three places.
Today
A doc, a design tool, and five upload boxes.
With Duct
Content Studio plans the week on a board, drafts each post with its slides, and publishes to nine networks. The numbers come back to the card.

Who It's For

The growth lead who owns organic without a dedicated SEO team

You don't have a content ops team. You don't have time for weekly rank reports. You need the full organic picture, fast — and you need it to tell you what to do next.

That's me — download Duct ↓
Growth Marketer20–200 person SaaS
Perfect fit
Content StrategistOwns SEO + content pipeline
Great fit
Founding MarketerWearing many hats
Great fit
Enterprise SEO Team500+ with dedicated analysts
Not yet

FAQ

Frequently asked questions

What is Duct for organic growth?

An open-source AI agent that reads Google Search Console, GA4, Tag Manager, Microsoft Clarity and Mixpanel together. Ask which content is converting and it answers with the pages to update and the queries to target; a free SEO audit runs on any URL without an account; and Content Studio plans, drafts and publishes the week's posts.

How does Duct connect to my SEO and content tools?

Duct connects to Google Search Console, GA4, Google Tag Manager, Microsoft Clarity, Mixpanel, HubSpot, Google Ads and Stripe via one-click OAuth. Setup takes under five minutes and your first weekly brief lands in your inbox after connecting.

Does Duct store my SEO data or share it with third parties?

Duct stores the reports it generates for you and the data needed to produce them, so briefs stay comparable week to week. It never sells your data or shares it with third parties for their own purposes. Data in transit is encrypted via TLS, OAuth tokens are encrypted at rest and never exposed to the browser, and you can delete your data at any time.

How is Duct different from using Search Console directly?

Search Console shows you queries and positions in isolation. Duct correlates ranking, traffic, behaviour and conversion signals across Search Console, GA4, Clarity and Mixpanel, then surfaces prioritised actions instead of disconnected dashboards.

What does Duct for organic growth cost?

Free with your own keys, always. Duct is MIT licensed: you pay your model provider directly, or sign in with the ChatGPT plan you already have. A paid plan later bundles the models for teams that would rather hold no keys; nothing open today moves behind it. What will cost money is spelled out on the open-source page.

What kind of actions does Duct recommend?

Pages losing rankings and the query they lost, clusters that earn trials versus clusters that only earn traffic, technical fixes from the audit in priority order, and the posts worth making next. Each one names its sources, and when the action is a change in a connected tool, it arrives as a change set you approve.

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