Before the timer starts

Write a one-sentence browsing mission. Include the product type, intended use, and one constraint. For example: “I need a lightweight everyday jacket with visible measurements.” This sentence becomes the filter for every row you open.

Do not begin with a brand name alone.

A brand can narrow style, but it does not explain use, fit, budget, evidence needs, or likely shipping trade-offs.

The five-step, 15-minute routine

Minutes 0–2: lock the category

Open one category only. Remove anything that does not match the browsing mission, even if it looks interesting. You can return later; keeping it now weakens the comparison.

Minutes 2–5: remove rows with basic gaps

Discard rows with a mismatched title and link, unusable images, no sizing for a fit-sensitive item, or an external page that no longer identifies the same product. Do not spend the whole session rescuing one weak lead.

Minutes 5–9: keep three comparable candidates

Three options are usually enough to expose meaningful differences without creating decision fatigue. If you have six, split them by use case and choose which use case matters today.

Minutes 9–12: record evidence and uncertainty

For each candidate, write one reason to keep it and one unanswered question. “Looks good” is not a reason. “Shows item-level measurements and clearer closure photos” is.

Minutes 12–15: choose the next action

Each candidate gets one status: compare now, research one missing detail, or remove. Do not use “save for later” as a fourth status unless you can name exactly what later work is required.

Use the same evidence test for all three

Shortlist evidence test
CheckUseful signalReason to pause
IdentityTitle, category, images, and destination agreeThe row and destination describe different items
PhotosAngles answer category-specific questionsRepeated promotional views hide construction or scale
Fit or sizeMeasurements are tied to a visible optionOnly generic sizing language is shown
ValuePrice is compared with similar candidatesThe lowest number is treated as proof
Delivery contextKnown weight or an honest unknown is recordedBulky packaging is ignored

Copy this shortlist note

A small, consistent note is more useful than saving screenshots with no context.

Candidate noteProduct type: Intended use: Evidence that helps: Important detail still missing: Likely packed-weight concern: Current destination checked on: Decision: compare / research / remove

Know when to stop browsing

More options help only when they add a new, relevant trade-off. Stop opening links when the next item is merely another version of what you already have, when you can no longer remember why a row was saved, or when missing evidence is repeated across the category.

Enough for one session

Once you have three comparable candidates, write one advantage and one uncertainty for each. You now have enough to check the missing details without reopening broad discovery.

Resolve one missing fact at a time

After the shortlist, resist reopening broad discovery. List the unanswered questions from most likely to change your decision to least. A missing size measurement may remove a candidate immediately; a different promotional photo probably will not. Start with the fact that could remove a candidate or change your preferred option.

Use one query or destination check for that fact, then update all three candidates before moving on. This keeps the comparison fair. If only one row receives extra research, it may look stronger simply because it has more notes.

If a required fact cannot be verified, write “unknown” rather than filling the gap with a guess. An honest missing field is easier to compare than a confident assumption. When the same required fact is missing from every candidate, pause the category and decide whether another source or product type would be more efficient.

Check the deal-breakers first.

Confirm identity, then fit or compatibility, then condition or construction, and finally price and shipping context. Stop as soon as a candidate fails something you require.

What to do after the shortlist

Use the seven-point checklist for the final comparison. If a candidate still lacks category context, return to the category directory. Continue to Findsindex only when you know what you are trying to confirm.