Editorial policy

Everything is used before it is written about

An app is installed and used for a week of ordinary life before it appears in a roundup. Not a ten-minute click-through, and never a rewrite of the marketing page. A week is long enough for the honeymoon to end — for the recipe suggestions to start repeating, for the free tier to hit its limit, for the notifications to get annoying.

Where a hands-on result hasn't happened yet, the page doesn't claim it has. A guide is either tested and published, or it waits.

Comparisons use the same task

Roundups put every app through an identical job: the same week of dinners for the same household, the same five-day trip with the same budget, the same set of bills. Comparing six apps on six different tasks tells you nothing. The task used is stated on the page so you can judge whether it resembles your life.

Prompts are shown in full, with real output

When a guide says "ask it this", the exact prompt is there in a copyable block — not paraphrased, not shortened. The output shown is the output we actually got, including the times it was wrong, generic, or unusable. Failures are more useful than successes, because they tell you what to watch for.

Ratings

Ratings answer "who is this for?", not "how many stars?". Every entry in a roundup gets abest for line, because the right meal-planning app for a single person cooking twice a week is not the right one for a family of five with two allergies. A tool that is excellent for one person and useless for another is described that way rather than averaged into a meaningless middle.

Prices and the last-checked date

AI pricing changes constantly. Every roundup and comparison carries a visiblelast checked date, and every price is confirmed on the company's own site on that date. Pages are re-checked on a schedule, and any page that drifts too far past its last check gets flagged for review before it misleads anybody. A page with an old date on it is telling you the truth about its own limits.

How AI is used to write this site

Worth being direct about, on a site about AI. AI assists with structure, drafting, and editing. It does not decide what is recommended, and it never supplies a test result, a price, a screenshot, or a verdict. Every factual claim and every judgement on this site comes from a person who used the thing. Nothing is published unread.

Independence

No company pays for coverage, placement, or removal. No company reviews a draft before publication. Free products get recommended over paid ones whenever that's the honest answer, and affiliate commission never changes a ranking — the full detail is in theaffiliate disclosure.

Sources and other people's work

Text is never reproduced from other sites. Where a figure comes from somewhere else, the source is linked directly so you can check it yourself rather than take our word for it.

Corrections

Errors get fixed on the page, and material corrections are noted there rather than quietly edited out — if a price was wrong or a verdict changed, the page says so and when. Report anything at the contact page orcorrections@fliptake.co; reports are reviewed within 5 business days.

The limits

This site is one household's testing, honestly reported. It isn't a laboratory, and it can't tell you what an app will do for you. Nothing here is medical, legal, or financial advice — see the disclaimer.