Back to AI FDE

FDE IN PRACTICE / WORKFLOW STORIES

Marketing

Take a content brief through a clear review process

Connect the brief, product facts, copy and review comments for one post on a brand's own Xiaohongshu account. Assist with drafting and revision, then hand an approved content package to the publishing team.

Who this is for
In-house and agency teams producing Xiaohongshu content for brands
Workflow focus
Content brief → Copy and visual draft → Approved publishing package
Illustration of brand-content production and review

One post involves research, writing and several rounds of feedback

After receiving a product brief, an operator checks selling points, selects assets and develops an angle before drafting titles, body copy and image suggestions. Feedback spread across chats and documents can leave requirements out of later revisions.

The challenge

Draft production needs to connect with fact-checking and approval

Generated content needs confirmed product information, without turning assumptions into selling points or inventing firsthand experiences and reviews. Brand voice, factual checks and publishing approval need clear owners and a record of changes.

  1. Organize the brief and approved source material

    Agree on the audience, angle, product facts and usable assets with brand and operations teams. Collect reference material and voice guidelines, and identify who checks content and approves publication.

  2. Draft copy and visual suggestions from one brief

    Use confirmed material to assist with titles, body copy and image suggestions, linking product claims to their sources. Flag firsthand-experience content as requiring supplied material rather than inventing an account.

  3. Connect human review with publishing handoff

    Collect factual, tonal and visual feedback in one workflow and retain revisions. Package approved titles, copy and image lists for an operator to publish, then use review records to refine the next brief.

  • Content-brief template and brand-source checklist
  • Sourced copy and visual-drafting workflow
  • Human review and version-history workspace
  • Publishing-package template and production measurement plan

How the workflow could change

Existing workflow

  1. Operators separately research products, find assets and write copy.
  2. Brand feedback sits in chats, requiring repeated comparisons with old drafts.
  3. Titles, copy and images need another approved-version check before publishing.

Proposed workflow with FDE

  1. Use one brief and confirmed sources to organize the angle and assets.
  2. Assist with drafting, factual checks and revisions in the same workflow.
  3. Export an approved content package for an operator to publish.

Expected business value

Less repetitive preparation

Reusable product sources and voice guidelines could reduce research for each post. Record the time from brief receipt to first-draft submission.

Less review rework

Keeping factual references and brand feedback together could make changes easier to locate. Track review rounds and recurring rejection reasons.

Clearer publishing handoffs

A unified package of approved copy and assets could reduce version mismatches. Check handoff omissions and last-minute requests for missing materials.

What matters here

Content efficiency depends on connecting sources, drafting and review. The team remains responsible for factual checks and brand judgment before publication.

Does your team have a similar workflow?

Bring a real task and your current process. We can identify what is worth testing and agree on how to assess the results.

Discuss your workflow