Words, visuals and stories, not numbers

Reviews & Ratings,
redefined

A star flattens the story. Gist turns what real people felt — in their own words — into one honest index you can read in seconds. For everything worth an opinion, not just films and restaurants.

Read the manifestoExplore reviews
Words, not stars One honest index, not an average Weighted by trust, not one vote 8 categories, one scale
The problem

A “4 out of 5” has never helped anyone decide.

Films score out of 10, books out of 5, apps out of 100 — none comparable, all gameable. And “4 out of 5” means something completely different at a corner café than at a tasting menu. Not one of them answers the only question you came with: should I?

7/10
a film
4/5
a book
82/100
an app
↓
GIST“Worth it — I'd do it again.”

The math was broken from the start

You can't average a feeling.

A star is an ordered word — “okay,” “good,” “great” — wearing a number's costume. The gaps between them aren't equal, so averaging them is statistically meaningless (Stevens, Levels of Measurement, 1946). Two things can post the same 3.0 and mean the opposite:

★★★ · ★★★ · ★★★ · ★★★= 3.0★Four people. Everyone agrees — it's fine.
★ · ★ · ★★★★★ · ★★★★★= 3.0★Four people. Two adored it, two couldn't stand it — nothing like the first.

Gist never averages. Every worded signal is weighed by how much it should count — and when people disagree, the split is shown, not smoothed away.

The method is the product

We didn't fix the star. We replaced it.

Gist is built on four ideas that don't exist anywhere else — together they turn a lifetime of vague ratings into something you can actually act on.

01 / Words, not stars

You say what you felt. In real language.

Instead of guessing a number, you pick the words that fit — “Outstanding, best I've had,” “A bit steep,” “Stayed with me for days.” Every phrase carries a precise, weighted meaning. Human on the surface, exact underneath.

Food & tasteOutstanding, best I've had
ValueWorth every penny
The old way★★★★★
02 / Weighted by trust, not one vote

Not every opinion counts the same.

Everywhere else, one account equals one vote — so a bot farm equals a thousand people. On Gist, weight is earned: reviewers build per-category reputation over time, and fuller, more helpful reviews move the index more. A drive-by star from a day-old account barely registers — and a behavior-based integrity layer watches for the brigades that try anyway.

M
Maya R.Trusted tier · 214 film reviews
1.3× weight
5reputation tiers
1.5×max earned weight
0.8×brand-new account
03 / One honest index

Many dimensions in. One clear read out.

Every worded, weighted, verified signal rolls into the Gist Rating Index — a single multi-dimensional score, not a naïve average. You get the whole truth in one glance, and the detail underneath whenever you want it.

GIST · Masterpiece
Story
Performances
Lasting impact
Rewatch value
04 / Transparency, not adjustment

See who's rating — then decide for yourself.

Most platforms quietly reweight the score for who showed up, and hope you never ask how. Gist does the opposite: it shows you the mix of people behind the number, and lets you filter to people like you. We never bend the score to “correct” a crowd — we make it legible and hand you the controls. Opt-in, and yours to ignore.

◎
People like youSolo diners · your city · weeknights
92% loved it
Opt-inyou choose to share
0×demographic reweighting
Yoursfilter or ignore
How you review

Reviewing that feels like talking, not testing.

No 1-to-10 sliders. No essay you'll never finish. Say how it landed, tap the words that fit, drop a photo if you've got one. Thirty seconds or five minutes — the depth is yours, and every choice becomes signal.

A peek at the flow — the Gist rating scale itself is still in design.

The psychology of the choice

Not just “was it good.” “Was it right — for you?”

A five-star rating can't tell you why someone picked a thing, what they expected, or whether it delivered. Gist asks — quietly, optionally — so a review carries the context that actually predicts your experience.

01
Why you chose itDate night, a gift, a deadline — the reason reframes the entire review.
02
What you expected“Blown away” and “let down” are both relative to the bar you walked in with.
03
Did it deliverThe gap between expectation and reality — the part a star never captures.
04
Who it's for“Not for me, but perfect if you love X.” Fit, not just a verdict.
Multi-format reviews

Say it however you felt it.

Words, photos, the emoji that just fits, a mood you can tap — capture the experience the way it actually happened. Gist reads your words for sentiment and folds every signal into the same honest index.

TextWords & word-picks
PhotosShow, don't tell
EmojiWhen words won't do
FeelingsThe mood, in one tap
Ask about it

Every review, on tap. Just ask.

Thousands of words are more than anyone can read. Gist reads them for you — ask a real question, get an answer drawn only from the reviews, with the receipts. No sponsored nudges, no guessing.

Built on a multi-model engine with graceful fallback. Answers switch on at launch.

For the reviewed, too

A fair hearing for businesses and creators.

Reviews shouldn't be a one-way court. Claim your entity, reply on the record, and — when an old brigade or one bad week has fossilized your score — request rehabilitation or appeal a coordinated attack. Built in, with the audit trail to back it.

Claim & respondVerify ownership and answer reviews officially, in the open.
Rehabilitate a scoreShow change over time, so one bad chapter doesn't define you forever.
Appeal brigadingFlag a coordinated attack for moderator review — decisions are logged, not silent.
Everything is reviewable

If it's worth an opinion,
it's worth a Gist.

One review language, one honest index — across every kind of thing worth an opinion. Eight categories at launch, on a single scale built so the next one is just data, not a rebuild.

RestaurantsFilmsBooksDevicesPlacesWebsitesEvents A workshop that moved youThe class that changed everythingYour favorite podcast
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Get the gist of anything.

One honest scale for everything worth an opinion — coming soon.