READING & RESEARCH · Workflow idea

Spend less time scanning feeds and more time on the right stories.

Bring articles from selected public publisher feeds together, group coverage by topic, and compare recent activity with an earlier period. Get a shortlist with enough context to decide what deserves a closer read.

A Roman aqueduct taking shape from architectural sketch to marble.
A little structure. A clearer outcome.
Starts with
Reading sources
Produces
A topic-organized shortlist with coverage momentum and source links, available as a readable HTML brief and a CSV file for further review.
Category
Research & strategy

01 / The starting point

A clear request.
A useful direction.

Four public publisher feeds and the topics your team wants to follow

“Review recent articles from my selected publishers, identify topics gaining coverage compared with the earlier baseline, and prepare a balanced reading shortlist as a shareable brief and data file.”
An example request · Make it specific to your team.

02 / The work

6 tasks.
One useful outcome.

Collects articles from four configured public feeds, filters and groups them using chosen topics and keywords, compares a recent period with an earlier baseline, and selects a balanced set of stories. It produces downloadable HTML and CSV outputs.

  1. Choose publishers and topics

    Select four public publisher feeds and define the topics and keywords the reading brief should cover.

  2. Set the coverage periods

    Choose a recent window and an earlier baseline so the comparison reflects the time periods your team cares about.

  3. Organize articles by topic

    Apply the selected date range and exclusions, remove repeated publisher links, and group articles by their strongest matching topic.

  4. Compare topic coverage

    Group similar headlines into stories and compare recent coverage with the baseline, noting when source coverage is limited.

  5. Build a balanced shortlist

    Prioritize stories covered by multiple publishers and limit how many items come from any one topic.

  6. Review and download the results

    Read the HTML brief, inspect the source links, and use the CSV file for further sorting or discussion.

03 / The result

Something useful.
Something to build on.

A topic-organized shortlist with coverage momentum and source links, available as a readable HTML brief and a CSV file for further review.

AmbactiWorkflow folio · 6 steps

Spot rising topics for your reading shortlist

Research & strategy · Example outcome

The handoff

A topic-organized shortlist with coverage momentum and source links, available as a readable HTML brief and a CSV file for further review.

Keep in mind

A rise in feed coverage is a signal to investigate, not proof that a topic is broadly important. Check the source articles and coverage-quality notes before drawing conclusions.

04 / Make it yours

Set the brief.
Set the standard.

A few choices shape the work around your team.

Choose the publisher feeds

Provide four public feed addresses and a consistent publisher name for each source.

Define topics and exclusions

Set topic labels, matching keywords, and terms that should be excluded from the shortlist.

Set comparison and shortlist limits

Choose the recent and baseline time windows, shortlist size, momentum thresholds, and maximum items per topic.

Choose when to prepare the brief

Run it when needed or set a weekday schedule and time zone, then check feed health and both downloadable outputs.

Put your next idea to work.

Start with your brief. Make the process your own.

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