PRODUCT RESEARCH · Workflow idea

Turn product pages into a useful list you can check.

Gather product details from pages that are approved for research and organize them into a spreadsheet. Keep each product connected to its original page so a researcher can verify names, prices, availability, and images before relying on the comparison or sharing it.

A Roman aqueduct taking shape from architectural sketch to marble.
A little structure. A clearer outcome.
Starts with
Approved product pages
Produces
A source-linked product comparison with extracted details ready for human review.
Category
Commerce

01 / The starting point

A clear request.
A useful direction.

Public product pages selected for a permitted research purpose

“Collect selected product details into a structured research list, retain each source page, and hold the results for a person to verify before they are used or shared.”
An example request · Make it specific to your team.

02 / The work

5 tasks.
One useful outcome.

Helps a researcher organize product information from selected pages without copying each detail by hand.

  1. Choose pages approved for research

    Confirm each product page is public, appropriate for the research purpose, and permitted to be reviewed.

  2. Identify the product details to collect

    Agree on the fields that matter, such as product name, listed price, availability, image, and source page.

  3. Organize details into a comparison list

    Keep each product’s extracted details together and preserve its original page address for checking.

  4. Verify details against their sources

    Have a researcher check names, prices, availability, and images on the original pages and flag missing or uncertain values.

  5. Approve the research before sharing

    Require a person to review the completed list and its intended audience before it informs a decision or is distributed.

03 / The result

Something useful.
Something to build on.

A source-linked product comparison with extracted details ready for human review.

AmbactiWorkflow folio · 5 steps

Review structured product research

Commerce · Example outcome

The handoff

A source-linked product comparison with extracted details ready for human review.

Keep in mind

Only review pages you are allowed to access and use, and follow each site’s access and reuse expectations. Extracted details can be incomplete or out of date; compare important fields with the original page before making a decision or sharing the research.

04 / Make it yours

Set the brief.
Set the standard.

A few choices shape the work around your team.

Define approved sources and purpose

Select the public product pages and research question, and confirm access and reuse are appropriate.

Choose comparison fields

Set the product details to collect and how to record values that are missing, ambiguous, or different across pages.

Choose a restricted review destination

Keep source links and collected details available only to the people responsible for the research.

Test changing and incomplete product pages

Review examples with missing prices, unavailable items, and changed layouts; confirm a researcher can trace every result to its source.

Keep exploring

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Start with your brief. Make the process your own.

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