Built in public · one operator

I replaced my content team's tools with an AI that does the work.

Same data the big tools use, minus the dashboards, plus the engineering that makes it trustworthy. Quarrybank pipes best-of-breed market data into the AI chat I already work in, and the agent finds the angle, writes it in a human voice, gates it, and queues it to publish. I approve.

// Built in public. Run on our own publisher sites first.
live · find → write → gate → publish
ConnectSERPs, volume, citations, backlinks
Find38 winnable gaps · win 0.82
Produceagent writes & self-checks
Quality gateindependent judge · passed
Approveyou confirm, it ships
AI Overview

"On a budget, the best LED grow light under £40 balances PAR output against running cost..."

yoursite.com cited ✓

The receipt

One operator, producing like a content team, because the agent does the work. I am running my own publisher sites through Quarrybank this month, in the open. Every article has to clear a hard, independent quality gate before it can be queued. The real figures, how many it produced and how many are already cited in AI Overviews, land right here as the month runs. Numbers, not adjectives, and never before they are true.

Follow the build log → · See how it works →


The problem

Every SEO tool shows you charts, then leaves the work to you. Semrush and Ahrefs have a real moat, their data, but the dashboard is not it. Quarrybank keeps the best-of-breed data and throws away the dashboard, piping the raw power into the agent that already does your work.


How it works

Four moves, one motion.

01 · CONNECT

Wire the data

Best-of-breed sources, live SERPs, search volume, AI-Overview citations, backlinks and your CMS, piped straight into your AI chat.

02 · FIND

Score the angle

The agent scores what is actually winnable, and where the advertiser money is, before you write a word.

03 · PRODUCE

Draft and gate

It writes in a real human voice and runs every piece through the same independent quality gate. No marking its own homework.

04 · APPROVE

You confirm

You approve, it ships to your site. Publishing always stays human-confirmed.

Under the hood: many data sources, each with its own context store, into a unified infra layer, into one MCP server, into your AI chat, shipping to your site, every piece quality-gated. See the architecture →


What's included

One click, a fully wired publisher.

Site

A live site, staging and live

On a modern global edge. Fast everywhere, nothing to babysit. No server patching, no plugins to maintain.

Engine

A content engine

The full pipeline: idea, research, draft, quality gate, publish.

Knowledge

A living knowledge base

Your topical map, source library, competitor and entity maps, built and kept current.

Skills

About 12 specialist skills

Research, winnability, citation-gap scouting, value-pocket finding, human-voice writing, quality gating. Each loaded only when needed, so it stays fast and cheap.

Data

Sources, direct from source

Six to ten connected: SERPs, search volume, AI-Overview citations, backlinks, Search Console rank truth, affiliate and social.

Editor

An AI-native editor

Request a page from a prompt and it appears as a gated draft on your site.

Links

Edge link management

Branded /products/ links that redirect to your affiliate URLs and track clicks, built in.

Security

Secrets handled properly

Your keys in a real secret store, isolated and rotated, never in plaintext.


Why us

Three reasons this is not another dashboard.

vs Semrush / Ahrefs

The agent does the work

They show you data. Quarrybank's agent does the work with it. The analysis arrives where you already work and turns into published output, with no context-switching into a dashboard.

vs WordPress

AI in the editor, safe by design

No server, no plugin soup, no patching. And the detail that matters: in WordPress an agent with write access is code running with broad database access, a real liability. In Quarrybank every AI action is a constrained, sandboxed, gated request, and you approve every draft.

The harness

Trustworthy enough to run a pipeline

Every output passes an independent quality gate, the same judge every time, never grading its own work. Real tests, real deploy pipelines. That is why you can let an agent run a pipeline without it quietly shipping rubbish.


See it work

Watch the agent run the loop.

Find, write, gate, queue. The whole motion runs from the AI chat, with a human approving before anything ships. A short screen recording of that flow is worth more than any paragraph, so it goes right here.

demo · agent flow
// a short screen recording of the agent flow
// find → write → gate → queue
goes here, once recorded.

Following along is the point. Read the build log →


The moat

Five disciplines, one layer.

Most people, given the same goal, never arrive here, because it sits where five disciplines meet, and few hold all five at once.

01

Product engineering

Git, CI/CD, real tests, deploy pipelines, one-click provisioning.

02

Agent best practice

Independent, one-judge evaluation instead of an agent grading itself. Skills that carry their own context, loaded on demand. Harnesses for long-running agents.

03

Editorial craft

Genuine human voice, answer-first structure, honest affiliate practice.

04

SEO and AEO strategy

Winnability scoring, AI-Overview citation gaps, equivalent search value.

05

The agent surface

MCP-native. You operate from chat, not a dashboard.

Each layer is copyable. The integrated, harnessed combination is not. That is the moat.


Pricing

From a free waitlist to owning the source.

Join the waitlist free today. A blueprint pack for builders who want the whole rig, a managed turnkey for teams who want it stood up for them, multi-tenant for agencies, and a source licence if you want to own it outright. We label what is live now and what opens as the one-click provisioner ships, no turnkey promises before the button exists.

See the full offer ladder → · The blueprint pack → · Enterprise →


Questions
Is this just an AI wrapper?

No. It is the data integration, the engineering harness (independent quality gates, tests, provisioning) and the agent workflow. The prompt box is the smallest part.

Do I need to code?

For the blueprint pack, yes, it is for builders. For the managed tier, no, we set it up for you.

What about my existing WordPress?

Supported as a publish target. Most people are better off on the AI-native CMS though: no server, no plugins, no patching.

Are my data and API keys safe?

Keys live in a real secret store, per-tenant isolated and rotated, never in plaintext.

Does it lock me in?

You can own the source outright with a licence. It is built on open standards (MCP) and best-of-breed data you could take elsewhere.

Will the AI publish junk?

No. Every piece passes an independent quality gate, and publishing is always human-approved.


Quarrybank
Waitlist

Join the build-in-public waitlist.

We are building Quarrybank in the open. Leave your email for early access, and the write-up when the first real dogfood numbers land.

Quarrybank. The agent does the work. You approve.