About

Competitive intelligence that stays honest

ryvl started from a simple frustration: review tools either summarize blandly or invent confident nonsense. The goal here is the opposite. Read real reviews, find the one thing that matters, and make it useful.

The idea

A local business lives and dies by what its neighbors say about the place down the street. That signal is sitting in plain sight in Google reviews, but reading thirty rivals by hand is nobody’s job. ryvl does the reading and returns one thing worth acting on: the weakness customers keep naming about a competitor, shaped into a marketing move and a product fix at the same time.

The bet is that a single sharp, honest insight beats a wall of dashboards. So the product is opinionated. It picks one weakness, it shows its evidence, and it refuses to fill blanks it cannot back up.

Principles

What guides every call

Real over impressive

Every number traces to a real review. If the data does not support a claim, the report says nothing rather than something that looks good. The verbatim check is not a feature, it is the whole posture.

One insight, not a dashboard

Most tools bury the answer under twenty charts. ryvl finds the single weakness that matters most and makes it act-on-able two ways. Focus beats coverage.

Show the work

The quotes, the scores, the blank cells where reviews were silent. You can see exactly why the tool concluded what it did, and disagree if you want to.

Who’s behind it

Built by Surbhi Karn

Surbhi Karn

Surbhi Karn is a marketer and MBA candidate working at the intersection of brand strategy, go-to-market, and content systems. Over nine years she has built and grown brands across DTC, marketplace, and B2B, with roles at Myntra, Amazon, Henkel, and Workana, after starting out in fashion production at NIFT. She is finishing her MBA at SMU Cox in Dallas.

Her approach is the one ryvl is built on: she would rather run the room than decorate it. Strategy over aesthetics, decisions backed by data and real customer signal. ryvl is that conviction turned into a product, one honest read of the reviews turned into both the ad to run and the ticket to build.

How it’s built

A small, real stack

FrontendNext.js and TypeScript, a SaaS design system in Tailwind
EngineAnthropic Claude behind a swappable provider interface
DataGoogle Places API for live reviews and competitor discovery
InfraAWS Amplify hosting, a worker Lambda, DynamoDB for jobs and limits

See it for yourself

The fastest way to understand ryvl is to point it at a business you know and read what it says.