SEO content pipeline · your own model keys
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
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Bring your own key
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.
Your model keys, per project. Read by the pipeline on every run.
Writing, research and scoring.
Claude models for drafting and scoring.
anthropic_api_key ••••••••••••••••••••••GPT models for text generation.
openai_api_key ••••••••••••••••••••••Mistral AI models.
mistral_api_key Paste your keyIllustrating your content.
Image generation and editing.
gemini_api_key ••••••••••••••••••••••Royalty-free stock photography.
unsplash_api_key ••••••••••••••••••••••High-quality free photos.
pexels_api_key Paste your keyOnly a version that beats the previous score moves forward.
Quality loop
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.
Features
Ten specialised stages behind every piece, and a screen to watch them all. Each one does a job a generalist chatbot can't.
Your providers, your rates, no markup.
Paste the API keys you already pay for. Every model call runs through them, your provider bills you at cost, and we never resell a token.
Read moreTen stages between a keyword and a finished piece.
Research, outline, draft, images, scoring, polish. Each stage is a specialist, and a human checkpoint sits wherever judgement matters.
Read moreVisuals that belong to your brand.
Stock or generated in your design system, described for accessibility, compressed to WebP, and regenerated in batch when you say so.
Read moreKnow what to cover before your competitors do.
RSS, Google News and YouTube monitoring turns your niche into drafts, checked against your sitemap so you never cannibalise yourself.
Read moreEvery run, every cost, one screen.
Watch each piece move through its stages, see what needs you, and read the real spend per run across your own keys.
Read moreOne run
Not a draft to finish. A piece to approve.
How it works
Give it the keyword you want to rank for. The pipeline pulls live search data, competitor content and semantic terms.
Outline, sourced research, long-form draft, internal links, metas, key takeaways and structured data, generated end to end.
Images are sourced or generated in your style, then the draft is scored, revised and polished until it beats its own benchmark.
You get publish-ready content with clean typography and zero AI tells. Approve it at the checkpoint and it’s done.
Why Nurilabs
Against the two things you're probably weighing it against.
| Criterion | Nurilabs | Bundled AI writers | Freelance 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
A flat monthly fee for the pipeline. Your model keys are billed straight to you by the provider, at their price.
Your keys, your pipeline, no bill.
Your provider bills you for the tokens. We bill you nothing.
Start free1 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
One project, a steady publishing rhythm.
Plus your own model keys, billed to you at cost by your provider
Continue with Standard1 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
For publishers and niche-site builders.
Plus your own model keys, billed to you at cost by your provider
Continue with Pro1 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
Five projects, publishing at full tilt.
Plus your own model keys, billed to you at cost by your provider
Continue with Max1 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
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.
Every credit is a complete run: research, writing, images, quality loop and polish. See what's in each plan.
FAQ
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.
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.
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.
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.
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.
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.
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.
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.
Create an account, plug in your key, and put your content production on rails.
Start free5 articles a month on the free plan · No card, no trial clock