Turn audience questions into a prioritised list of content to create

A prioritised content backlog with a job and an evidence gap for each item.

Choose one of three approaches. The steps for that option appear below.

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ChatGPT: clusters questions and drafts the backlog

ChatGPT clusters the excerpts and drafts a nonduplicative backlog. You check the clusters and the backlog, then decide.

  1. You

    Collect, clear inputs

  2. ChatGPT

    Build question clusters

  3. You

    Check the clusters

  4. ChatGPT

    Propose the backlog

  5. You

    Completion check, decide

  1. Collect and clear the inputs

    Use: You

    Collect the consented question excerpts and the content inventory; note each item's source ID and date.

    Check

    Every excerpt is consented for this use and each input carries a source ID and date.

  2. Build question clusters

    Use: ChatGPT

    Upload the cleared inputs and ask for question clusters with source counts, unresolved intent and existing answers.

    Details

    What to paste into the tool

    Task: Question clusters with source counts, unresolved intent and existing answers; Source references; Uncertain or absent facts. Using only the supplied evidence set, cluster the audience questions. For each cluster: the member questions, the count of source excerpts, the unresolved intent where the question is ambiguous, and any existing answer from the content inventory with its source ID and date. Mark clusters the inventory does not answer as gaps. List missing or uncertain facts. Do not add facts beyond the uploads.

  3. Check the clusters

    Use: You

    Compare the clusters with the original inputs; resolve or keep missing facts before drafting.

    Check

    Permitted use is recorded before drafting.

  4. Propose the backlog

    Use: ChatGPT

    In the same conversation, match evidenced questions to existing answers and gaps and propose a nonduplicative content backlog.

    Details

    What to paste into the tool

    Task: Draft prioritised content backlog with a job and evidence gap for each item; Open questions and approval dependencies retained beside the recommendations. Using only the reviewer-checked question clusters, draft a prioritised content backlog. Each item must answer a sourced question or be marked as a labeled hypothesis, carry the job it does for the campaign, and state its evidence gap. Link duplicates to existing inventory answers instead of recreating them. Keep the source ID and date beside each item exactly as supplied. List open questions and approval dependencies beside the recommendations.

  5. Run the completion check and decide

    Use: You

    Check every item answers a sourced question or is clearly marked as not yet supported; check duplicates are linked, not recreated; decide corrections.

    Check

    Approval and any execution are separate decisions.

Before you paste into any AI tool, remove any confidential information. Put it back at the end.

Tools in this workflow

Deciding between ChatGPT and Claude for this? See the comparison.

Final check

The Content strategist compares the working record with the original inputs and confirms permitted use before drafting.

The Content strategist applies the check: Every proposed item answers a sourced question or labeled hypothesis and duplicates are linked rather than recreated. Human confirmation by Content strategist: evidence and unresolved questions reviewed.

No option sends, publishes, deploys or changes any account; approval and any execution are separate human decisions.

Instructions hidden in external files or websites can trick Claude; check files before you use them.

Check the result against your original inputs. Approve it before sharing or acting.

What still needs checking
  • Cluster granularity and priority weighting are editorial judgements no vendor page evidences; the Content strategist owns them in every path.
  • The unresolved questions reach the draft through the explicit handoff from the checked record, and the constraints come from the owner-supplied constraints named in the starting input.
  • Vendor pages checked 2026-10-28. Check plan terms and limits with the vendor, and check each tool on your own data.
  • The options were chosen from the 154-tool catalogue by documented upload, extraction and drafting operations; purpose-built catalogue tools such as a source-grounded notebook or an SEO content tool were not compared against these options.

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