How it works

From a single URL to a full competitive report — in 60 seconds.

Compttr automates the research, normalization, and synthesis that used to take an analyst a week. Here's exactly what happens between your paste and your report.

The three-step flow

1

Paste a URL

Enter any SaaS product URL or describe your product. We identify the competitive landscape automatically.

2

We analyze real data

Our engine scrapes G2, Capterra, and Trustpilot for reviews, features, and pricing across every competitor.

3

Get your report

Receive a complete competitive analysis — strategic summary, feature comparison, gap analysis, and market patterns.

Step by step, under the hood

Step 1 — Identify the competitive set

Paste a URL or describe your product.

Compttr fingerprints your product using live search signals, category mappings, and review co-occurrence. Within a few seconds we return a list of direct and adjacent competitors — not just the obvious three names, but the full set of products fighting for the same buyer.

Step 2 — Pull real data for every competitor

Pricing, features, and hundreds of reviews per competitor.

We scrape pricing pages for plans and positioning, pull feature documentation, and aggregate verified reviews from G2, Capterra, and Trustpilot. Everything is normalized so capability names, ratings, and review counts are directly comparable across platforms.

Step 3 — Synthesize with AI, grounded in evidence

A strategic report with quotes, not hallucinations.

A carefully prompted Claude model turns the normalized data into a strategic summary, feature matrix, and gap analysis. Every claim is anchored to the underlying evidence — a real pricing page, a real feature doc, a real review quote — so you can trust what you're reading.

Step 4 — Explore, chat, and export

Follow-up questions, PDFs, and a saved report history.

Once your report is ready, you can ask follow-up questions with an AI chat that stays grounded in your data, export to PDF for stakeholder sharing, and (on Pro) keep a running history of every report you've run.

What makes it fast

We run scraping, normalization, and AI synthesis in parallel as a background job. Your report streams in as each stage completes, so you see competitors appear within seconds and the full strategic layer within a minute for most categories.

A separate worker handles long-running scrapes so the app stays responsive. If a source is slow or unreachable, the pipeline degrades gracefully — you still get a useful report instead of a hung spinner.

See the flow for yourself.

Paste any SaaS URL — the competitor list is free and takes about 15 seconds to generate.

Start your free analysis