Editorial workflow
Automate content creation without losing editorial control
How publishers can generate recurring Quizzes from existing coverage while keeping people responsible for quality and publication.
Interactive content can deepen a newsletter, but creating it manually for every edition adds another task to a busy production schedule. Automation changes the economics by turning finished reporting into a reusable source.
The goal is not unsupervised publishing. It is to automate the repetitive work—drafting, formatting, and scheduling—while keeping editors in control of accuracy, tone, and release.
Start from content you already trust
Use a published article, newsletter excerpt, webpage, or RSS feed as the factual boundary for generation. A specific source gives the system concrete claims to work from and gives the reviewer a clear reference for checking every answer.
This source-first approach also keeps the Quiz connected to the publication’s editorial agenda. The interaction extends current coverage instead of producing generic trivia that happens to share a broad topic.
Automate a repeatable production loop
A recurring workflow can watch for new source content, generate a Draft Quiz Edition, and place it in the partner workspace for review. The team no longer has to copy the same setup from one edition to the next.
- Ingest: collect the latest approved source material.
- Draft: generate questions, answers, and explanations from that source.
- Review: let an editor correct, replace, or remove any item.
- Publish: release the approved Quiz across the chosen channels.
Keep editorial judgment at the decision points
Automation should not decide that a claim is ready for publication. Review correct answers against the source, confirm that distractors are unambiguously wrong, and check that explanations add useful context. Sensitive or nuanced reporting deserves extra scrutiny.
Editors should also decide whether the source is suited to trivia, a poll, or no interaction at all. A fast generation workflow is valuable because it creates more room for judgment, not because it removes judgment.
Measure the time saved and the experience produced
Track how long Draft Quiz Editions take to review, how often questions need substantial edits, and which source types produce strong results. Those signals help refine generation settings and identify where automation is genuinely useful.
Pair workflow measures with reader outcomes such as starts, completions, and repeat participation. Successful automation creates consistent interactive content that readers value while reducing repetitive production work for the team.
Want to see the workflow in action?
Try the newsletter Quiz example