Our own productGrowthAutomationMarketing and sales

An AI SEO article generator tested against our own content workflow

Our own venture. May 2025 to February 2026, 10 months.

Proof

See the AI SEO article generator for yourself

1 line from the client.

Ask about this

Said1

You got a big confirmation of partners. Let's make it happen

Tomas Jankauskas, Founder, NeuralDeep, in the invite for the joint demo with Google Cloud and a Swedish communications agency, in a message, 18 May 2025

AI SEO article generator at a glance

Challenge
Content teams buy generation tools that draft in one pass, then spend the time they saved fixing the draft.
Solution
The internal R&D record describes a keyword-to-draft workflow and an authenticated product shell; the public sign-up is not a usable demo.
Result
The internal prototype remained gated behind sign-in while we decided whether to take the verifier-first product experiment further.

The AI SEO article generator challenge

Content teams buy generation tools that produce a draft in one pass and then spend the saved time fixing it. We wanted to know whether a pipeline of four narrow agents, each handing its output to the next, produced something a desk would keep, and whether the product surface around it earned a subscription. Cruise Control SEO was built between May 2025 and February 2026 to find out.

What went into the AI SEO article generator

AI and LLM toolsWeb appSEO and content

  1. A Next.js marketing and app shell with accounts, onboarding, an article view and a dashboard

  2. Four sequential agents, each taking the previous one's output and adding a stage of the article, from keyword and brief to draft

  3. A keyword-to-topic-map-to-publishing pipeline planned behind it, with Search Console and WordPress publishing scoped

More of what we built1
  1. Firebase auth and Firestore for accounts and article state

See it working, under proof

AI SEO article generator results

The prototype remains internal R&D. Its public deployment is an unfinished sign-up shell, so this page does not link to it or claim a usable product.

What the client said, under proof

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