Competitive intelligence, grounded in real reviews.

Our story

We're a small team of builders who've shipped SaaS products, marketed them, and sold them. In every role, the same problem came up: competitive analysis was always either outdated, based on a couple of anecdotes, or an enormous one-off research project nobody wanted to own.

The data already existed. Thousands of verified user reviews sit on G2, Capterra, and Trustpilot, spelling out exactly what customers love and hate about every product in your category. The problem was never information — it was synthesis.

Compttr packages that synthesis into a product. Paste a URL, get a structured competitive briefing grounded in real data in under a minute. No spreadsheets. No hallucinations. No week-long research sprints.

How our methodology works

When you submit a URL or product description, Compttr identifies the competitive set using a combination of search, category mapping, and review co-occurrence signals. We then pull fresh data for each competitor: pricing, positioning, feature documentation, and hundreds of verified user reviews per platform.

That raw signal is normalized — feature names mapped to a shared vocabulary, review sentiment clustered into themes — and then passed to a carefully prompted Claude model that produces the strategic layer: summaries, gap analysis, and differentiation suggestions.

Every AI-written claim is anchored to evidence from the underlying data. If a quote is cited, it's a real quote from a real review. We'd rather tell you we don't know than invent something plausible.

Data sources

Compttr uses a small, transparent set of data sources. We combine them to get a balanced view instead of relying on any single community's mood.

What we believe

Real data beats generated narrative. A single verified review can tell you more about a product than a page of carefully worded marketing copy — and thousands of them, clustered into themes, can tell you what an entire market actually wants.

Strategy is a compounding advantage. Teams that can look at their competitive landscape weekly — not once a year — make better bets, ship sharper positioning, and stop rediscovering the same gaps their competitors already filled. Our job is to make that kind of clarity cheap.