Live reasoning, streamed
Watch the agent think token-by-token and call its tools in real time. Autonomy you can audit, transparency is the trust.
Token-by-token
Agentic content studio
Blog mode · live
One topic in.
Data-backed post out.
ContentLabs mines real community demand, ranks the keywords, then writes the whole piece, streaming every step live. Not generic AI. The receipts included.
Topic
“Self-hosting Postgres in 2026”
Topic
Mine
Keywords
Titles
Outline
Write
Convergence 87%
412 upvotes
38 comments
0
Reddit threads mined / run
0
Median topic convergence
0
Topic → publish-ready draft
0
Claims traced to a source
The pipeline
One run. Six moves. Zero guesswork.
You give one topic. The agent runs the whole pipeline end-to-end and shows its work at every step, so you watch a finished, evidence-backed piece assemble itself.
01
Mine real demand
Scrapes live community threads on Reddit, the questions people actually ask, with their upvotes and comment counts attached.
02
Cluster the diamond topic
Groups the noise into the one high-demand angle worth writing, and judges whether the signal actually converges.
03
Derive ranked keywords
Turns proven demand into a ranked keyword set built for SEO and answer-engine (AEO) visibility, not keyword-stuffed guesswork.
04
Generate titles + outline
Proposes title candidates and a structured outline mapped to the demand it found, every section earns its place.
05
Write the full piece
Drafts the complete article token-by-token in your brand voice, in an editorial reading column, readable, not robotic.
06
Ship publish-ready artifacts
Exports clean HTML and Markdown, SEO meta, and JSON-LD structured data, paste it and publish.
Show the work
The evidence is
The evidence is
the product.
Skeptical of generic “AI writing”? So are we. Every go/no-go decision and every claim cites the real figure it came from, upvotes, convergence percentage, comment counts. No spinners hiding the machinery. Just the numbers.
Topic convergence
0
Above 70% go-threshold
Top source thread
0
upvotes · 38 comments
Ranked keywords
0
SEO + AEO scored
Threads analysed
0
across 6 subreddits
Capabilities
Everything you need to publish with confidence.
From real demand to a finished draft, every step is visible, every claim is backed by a number, and every result is yours to export.
Publish-ready artifacts
Clean HTML & Markdown, SEO meta tags, and JSON-LD structured data, exported and ready to paste into your CMS.
HTML MD JSON-LDOne topic, one run
No 7-step wizard. A single intake, then a live run, radical simplicity.
Zero setupDemand-scored, not guessed
Keywords ranked against proven community demand, scored for SEO and AEO.
SEO + AEOYour brand voice, on tone
Optional brand, audience, tone and angle inputs steer the draft, the voice stays yours.
Editorial
The difference
Generic AI writing vs. the receipts.
Generic “AI writing”
Topics pulled from thin air, written for an audience nobody confirmed exists.
A spinner, then a wall of text. No idea why it’s “good.”
Keyword-stuffed for search engines that punish it.
Copy-paste cleanup before anything ships.
ContentLabs
Topics mined from real community demand, with the upvotes to prove it.
Live reasoning + every go/no-go cited to a real number.
Keywords ranked for SEO and answer-engine visibility.
HTML, Markdown, SEO meta & JSON-LD, publish-ready.
Plans
Straightforward pricing. Scale when it earns it.
Every plan ships the full pipeline and the receipts. You only pick how many finished, data-backed posts you need each month.
Starter
$12
/ month
9
blogs / month
For getting your first posts out the door. The full agent, end to end, with the receipts.
- 9 finished posts every month
- Live reasoning + full pipeline
- HTML, Markdown & SEO export
Growth
$29
/ month
23
blogs / month
For a steady publishing cadence. Enough demand-backed posts to keep a real content calendar moving.
- 23 finished posts every month
- Brand voice, audience & tone controls
- JSON-LD structured data export
- Priority generation queue
Scale
$99
/ month
79
blogs / month
For teams shipping content at volume. Everything in Growth, dialled up.
- 79 finished posts every month
- Everything in Growth
- Highest-priority queue
- Early access to new content types
Running low mid-cycle? Add a $10 top-up (~8 posts) any time you're on an active plan.
Give it one topic
Watch it
Watch it
assemble itself.
A finished, data-backed piece, with full transparency, then exported. That’s the whole job.
Cancel anytime · Blog mode live · More content types coming