Source attribution
Source references remain part of the workflow where exposed.
PublishLens
From a brief to a source-grounded, review-ready article library—PublishLens makes every stage visible.
Start with a brief, follow the work, and keep completed articles in your tenant’s library and reader surfaces.
What it does
Evidence for the review, not a black box.
Visible stages
Follow the work instead of receiving an unexplained final result.
Cost recorded
Per-article cost accounting is measured and recorded—not promised as a target.
How you start
Connect context in three steps.
- Submit a title and topic or angle.
- Choose existing thickness, tone, and format axes.
- Track the article in its status route.
Walkthrough
The pipeline is part of the product.
app.probackend.com/articles/status/example-brief · synthetic reference sample
- SCOUTED · topic work begins
- RESEARCHING · gather and assess sources
- DRAFTED · form the article
- SEO_DONE · prepare discoverability work
- ILLUSTRATED · create accompanying visual work
- REVIEWED · review before release
- READY_TO_PUBLISH · ready for tenant decision
- PUBLISHED · library and reader destination
Source references are retained where the product exposes them
An automated quality floor and human review precede publication
No guarantee of outcome, ranking, or quality score
Fit
Who it is for.
- Teams managing a tenant-owned article library.
Not for
Where it does not fit.
- Autonomous publishing.
- A replacement for human publishing approval.
FAQ
Questions before you start.
How do I start?
Begin with a title and topic, then choose the existing brief options.
Can I see the workflow?
The product presents work stages through the article status surface.
Where do source references appear?
Source attribution is retained where the product exposes it.
Is there a review boundary?
An automated quality floor and human review precede publication.
Where do completed articles go?
Completed work lands in the tenant library, reader surfaces, and feed.
What does cost visibility mean?
Per-article cost is recorded as measured accounting, not as a performance promise.