Coming soon

The best feedback is hiding in your 5-star reviews.

Most reviews just say “it was great.” We read the ones that say why — and what to do next. Satifico is a research lab that mines the constructive 4- and 5-star reviews, scores them, and indexes them — so a business can see what people want, where the gaps are, and why they like what they like.

★★★★★ — but only the ones with something to say.
Signal, not applause

We skip the empty five stars and surface the reviews that name a reason.

Happy customers, sharp ideas

The most useful feedback comes from people who already love you.

Ideas you can ship

Patterns and suggestions a business can actually act on — not sentiment scores.

What we read in a review

A five-star review isn’t a number. It’s a sentence.

Inside happy reviews are the signals that actually move a business. We tag, score and track each one — so praise becomes a measurable map of what customers want.

★★★★★
Honestly loved it — I just wish you had weekend appointments.Gap · scheduling
★★★★★
The tech explained every charge before he started. No surprises.Driver · price transparency
★★★★☆
Way better than the company we used last year.Edge · vs. competitors
★★★★★
Showed up on time and left the place spotless.Driver · reliability & respect
Comments → a measurable index

Quality you can track, benchmark and act on.

Every tagged comment rolls up into signals you can measure over time and compare across a whole industry — not a single average star.

Quality signal

We score the substance of a review, not the star count.

Tracked over time

Where satisfaction is heading — momentum, not a snapshot.

Industry benchmarks

How a business compares to its field, not just its own past.

Gap map

What customers keep asking for that nobody in the category delivers yet.

Historical depth

Trends since 2010 — not just a snapshot.

Satisfaction isn’t static, so neither are we. Satifico reconstructs more than a decade of it — mining archived review pages and research snapshots back to 2010 — so you see the trend line and the turning points, not a single moment in time.

2010 2014 2018 2022 2026
Sources: the Internet Archive (Wayback Machine) + ongoing research snapshots — reconstructed, dated, and re-indexed as new reviews land. Illustrative trend shown.
Back to 201015+ years of baseline

We reconstruct how satisfaction moved across a category, not just where it sits today.

Archived + liveSnapshots, not guesses

Wayback Machine captures and research snapshots — dated evidence behind every trend point.

Turning pointsWhen “great” shifted

See the moment an expectation became table stakes — and who moved first.

Where we’re starting

Built for service businesses.

Each industry gets its own satisfaction index and gap map. We’re starting where word-of-mouth decides everything — home services — then expanding across professional services.

Home Services

live first
HVACPlumbingRoofingElectrical LandscapingCleaningPest ControlGarage Doors Water DamageJunk Removal

Professional Services

rolling out next
LegalAccountingDentalMedical Real EstateMarketingConsultingFinancial Advisors
The goal: an industry-by-industry map of what people want, where the gaps are, and why they love what they love — built entirely from the praise that already carries an idea.
Launching 2026 · the lab is being built.