NEWS RESEARCH · Workflow idea

See which reported claims have more than one source.

Ask a research question, review recent coverage, and organize the distinct claims and publications found so it is easier to see where reporting overlaps—or does not.

A Roman aqueduct taking shape from architectural sketch to marble.
A little structure. A clearer outcome.
Starts with
Research question
Produces
A source-linked claim summary and saved research record. If usable coverage is not found, receive suggested directions for further research instead of an unsupported answer.
Category
Research & strategy

01 / The starting point

A clear request.
A useful direction.

A question about recent news coverage

“Find recent coverage related to my question, list distinct reported claims with source links, and distinguish claims covered by multiple independent publishers from those found in one source.”
An example request · Make it specific to your team.

02 / The work

6 tasks.
One useful outcome.

Searches recent news coverage, groups reports into claims, counts distinct publishing domains for each claim, and records the findings for later review.

  1. Ask a focused research question

    Describe what you want to learn so the search can gather relevant recent coverage.

  2. Gather and organize reporting

    Collect relevant articles and group related reporting into distinct claims with their original source links.

  3. Compare publisher coverage

    Count distinct publishing domains for each claim and label whether coverage meets your chosen corroboration threshold.

  4. Prepare a sourced response

    Summarize claims with linked publishers and make the spread of coverage visible.

  5. Record findings and review them

    Save claims and sources for later reference, then check the original reporting before treating a claim as established.

  6. Suggest another research angle when needed

    If the search finds no usable coverage, provide possible follow-up questions instead of filling the gap with speculation.

03 / The result

Something useful.
Something to build on.

A source-linked claim summary and saved research record. If usable coverage is not found, receive suggested directions for further research instead of an unsupported answer.

AmbactiWorkflow folio · 6 steps

Compare news claims across sources

Research & strategy · Example outcome

The handoff

A source-linked claim summary and saved research record. If usable coverage is not found, receive suggested directions for further research instead of an unsupported answer.

Keep in mind

Multiple outlets reporting a claim is not proof that it is true, and one source does not make it false. Review the linked reporting and its independence before drawing conclusions.

04 / Make it yours

Set the brief.
Set the standard.

A few choices shape the work around your team.

Set research scope

Choose the default language, lookback period, and amount of coverage to include.

Define what counts as independent coverage

Set the number of distinct publishing domains required for a claim to be labeled as corroborated.

Prepare a findings register

Choose where to keep each question, claim, coverage label, publisher count, and source link.

Review claims against original reporting

Assign a person to inspect important sources and distinguish reporting overlap from verified truth.

Keep exploring

Keep a sourced weekly news brief

Gather new posts from a selected news site into dated summaries with original links and keywords for a researcher to review.

Search public news articles

Find relevant article records and organize source links for research and editorial review.

Put your next idea to work.

Start with your brief. Make the process your own.

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