SEO content pipeline · your own model keys

Stop prompting. Start publishing.

Nurilabs plans, researches, writes, illustrates and quality-checks search-ready content, end to end. It runs on your own model keys. You approve at the checkpoints, the pipeline does the rest.

Free plan, 5 articles a month · No credit card required

Runs on your key from

A pipeline, not a prompt box. Ten specialised stages research, write, illustrate and score every piece, on the model keys you already pay for, so what reaches your queue is ready to publish, not ready to edit.

Bring your own key

Your keys. Your rates.
Zero markup.

Paste in the API key you already pay for. Every model call runs through it, your provider bills you at cost, and we charge for the software. Nothing in between.

  • No resold tokens. You see the real price of every run, not ours plus a margin.
  • Keep your own rates. Volume discounts and committed spend stay yours.
  • Swap models freely. Pick a cheaper or sharper model per stage, the day it ships.
  • Your data, your contract. Prompts hit your provider account under your terms.

Quality loop

It edits itself
before you ever see it.

Most tools hand you their first attempt. Nurilabs scores every draft against an editorial rubric, rewrites the weak parts, and scores it again. Only a version that beats the previous one moves forward.

  • Scored, not vibed. Sourcing, depth, structure and intent match, each rated.
  • Revised where it's weak. The rewrite targets the failing criteria, not the whole text.
  • You get the winner. The draft in your review queue already beat its predecessors.

Features

A pipeline, not a prompt box

Ten specialised stages behind every piece, and a screen to watch them all. Each one does a job a generalist chatbot can't.

Built for Long-form articlesBuying guidesComparisonsProduct pagesLanding copy

One run

What lands in your review queue

Not a draft to finish. A piece to approve.

Draft 1,800 to 3,000 words, structured and internally linked
Metas Title, description and slug, all editable
Key takeaways A summary block written for the reader, not the crawler
Images Hero and in-body visuals, described, compressed, swappable
Schema JSON-LD structured data, generated from the finished piece
Receipt What each stage cost on your own keys

How it works

From keyword to publish-ready in four moves

01

Point it at a keyword

Give it the keyword you want to rank for. The pipeline pulls live search data, competitor content and semantic terms.

02

It researches and writes

Outline, sourced research, long-form draft, internal links, metas, key takeaways and structured data, generated end to end.

03

It illustrates and self-edits

Images are sourced or generated in your style, then the draft is scored, revised and polished until it beats its own benchmark.

04

You review, then publish

You get publish-ready content with clean typography and zero AI tells. Approve it at the checkpoint and it’s done.

Why Nurilabs

How it stacks up

Against the two things you're probably weighing it against.

Criterion NurilabsBundled AI writersFreelance or agency
What you pay for compute Your key, at cost Tokens bundled in, markup included Priced into the day rate
Choice of model Any provider, per stage Whatever the vendor picked Not your call
Research behind a draft Live SERP data + crawled sources Varies, often the model alone Real, but slow
Quality control Scoring loop, then your sign-off One pass, then you re-prompt An editor, on their schedule
Images In your style, reviewed and swappable Generic stock or none Billed separately
Turnaround Minutes, unattended Minutes Days to weeks
Cost visibility Real spend, per piece Credits, not dollars An invoice

Pricing

Pay for the software, not the tokens

A flat monthly fee for the pipeline. Your model keys are billed straight to you by the provider, at their price.

All prices exclude tax: VAT or sales tax is added at checkout, based on your country. USD and EUR are two separate prices, not a conversion of one another, and checkout sets which one applies from that same country.

Free

Your keys, your pipeline, no bill.

$0€0 forever

Your provider bills you for the tokens. We bill you nothing.

Start free
  • 1 project
  • 5 articles / month
  • Stock images, on your keys

1 credit = 1 finished piece · credits live on your account, spend them across your projects as you like

Add-ons

Image packs refill a pool. This plan has none, so they start at Pro.

One-off · never billed again
Add one from your account once it’s open

  • Every model call runs on your own key
  • Research through your provider’s own web search
  • Curated stock images, described & optimised
  • Metas, key takeaways & structured data included
  • Self-scoring quality loop on every piece
  • Review checkpoints before anything ships
  • No card, no trial clock, no expiry date

Standard

One project, a steady publishing rhythm.

$45€39 / month

Plus your own model keys, billed to you at cost by your provider

Continue with Standard
  • 1 project
  • 20 articles / month
  • Stock & AI images, on your keys

1 credit = 1 finished piece · credits live on your account, spend them across your projects as you like

Add-ons

Image packs refill a pool. This plan has none, so they start at Pro.

One-off · never billed again
Add one when you subscribe, or any time after

  • Everything in Free, plus:
  • Live SERP & keyword data on every piece
  • SERP clustering & volume data on your keyword lists
  • AI-generated images on your own image key
  • Turn a YouTube video into a piece
  • Email support

Max

Five projects, publishing at full tilt.

$229€199 / month

Plus your own model keys, billed to you at cost by your provider

Continue with Max
  • 5 projects
  • 200 articles / month
  • 1,000 Google images / month

1 credit = 1 finished piece · credits live on your account, spend them across your projects as you like

Add-ons

One-off · never billed again
Add one when you subscribe, or any time after

  • Everything in Pro, plus:
  • Five projects on one account, one shared balance
  • Two hundred pieces a month, split however you like
  • A 1,000-image pool, still five per piece at full quota

Google images come out of a monthly pool: 300 on Pro, 1,000 on Max. At full quota that is five images per piece on either plan, where a 4,000-word article takes thirteen at most. Every regeneration draws one image from the pool, whether you keep the result or not. And when the pool runs dry nothing stops: sourcing falls back to the stock libraries on your own keys, and the piece ships as usual.

Custom plan

Shape Nurilabs around your volume, your team and your stack.

Talk to us
  • Credit volume to match
  • Projects without a ceiling
  • Seats for your whole team
  • Priority support
  • Custom billing terms
  • Dedicated onboarding

Every credit is a complete run: research, writing, images, quality loop and polish. See what's in each plan.

FAQ

Questions, answered

What does “bring your own key” actually mean here?

You paste your own Anthropic, OpenAI, Google or Mistral API key into your project. The pipeline runs every model call through your key, so your provider bills you directly at their published rates. We never resell tokens or add a markup: you pay us for the software, and them for the compute.

Why is that better than a tool that includes the tokens?

Because bundled pricing hides a markup, and you pay it on every single run. With your own key you see the real number, you keep any volume discount you already negotiated, and you can switch to a cheaper model the day it ships. Your data stays under your provider contract too.

What will my own model keys actually cost me?

That depends on the models you pick for each stage and how long the piece is, and a tool that quotes you one number can only do it by choosing those models for you. So we show it instead of promising it: every run records what it really spent, stage by stage, and the receipt sits next to the finished piece. The honest way to find out is to measure it on your own account. The free plan runs on your own keys and costs you nothing from us, so you can read a real receipt before you pay us anything. If a stage costs more than it is worth to you, move it to a cheaper model.

How is this different from a chatbot or a one-shot AI writer?

Nurilabs is a pipeline, not a prompt box. Each piece moves through dedicated stages (keyword data, research, outline, drafting, image production, quality scoring, final polish), each with its own specialised model calls and validation at every step. A chatbot gives you a draft; the pipeline gives you publish-ready content.

Will the content read like AI wrote it?

The pipeline is aggressive about this: sourced facts instead of invented ones, a deterministic typography pass that removes classic AI tells, and a scoring loop that rejects generic drafts. You still review everything before it ships.

Will Google penalise content the pipeline wrote?

Google’s guidance is about the content, not the tool that produced it: what gets demoted is thin, unhelpful, mass-produced pages. That risk is real, and no tool can take it off your hands. What the pipeline does about it is refuse to be a first-draft machine: it researches from live sources instead of inventing facts, scores every draft against an editorial rubric and rewrites what fails, then stops at a checkpoint for your sign-off. What is left is yours, and it is the part that matters: publishing at a depth and a rhythm that serve a reader. The pipeline gives you something worth publishing, not a licence to publish anything.

What counts as one piece of content?

One credit is one complete pipeline run: research, writing, images, quality loop and polish included. Editing metas, slugs or key takeaways on a finished piece costs nothing at all, and regenerating an image never costs an article credit. Regenerating from Google Images does draw one image from your monthly image pool, whether or not you keep the result.

Do I stay in control of what gets published?

Yes. Nothing publishes without your sign-off. There are built-in review checkpoints for the brief, the images, and the final draft. You can approve in one click or request changes.

Try it on one keyword. See what comes back.

Create an account, plug in your key, and put your content production on rails.

Start free

5 articles a month on the free plan · No card, no trial clock