Know the market
before you enter it.
Expanding into new territories without visibility into what competitors are doing well — and failing at — is expensive guesswork. We replace that guesswork with data.
You're entering markets blind.
Your competitors aren't.
When you expand into a new city or region, you're betting on assumptions. You don't know what customers hate about the existing options. You don't know where the service gaps are. You don't know which neighborhoods are underserved. Your competitors already have this intelligence — because their customers are telling them every day through reviews. We just read what they're saying.
Turn their reviews into your strategy.
We mine competitor reviews across your target markets and build a complete competitive landscape — so you know exactly where to win before you open the doors.
Competitor Review Analysis
Systematic mining of competitor reviews to surface operational weaknesses, recurring complaints, and service breakdowns by location.
Market Gap Identification
Find the underserved needs in every target geography. What are customers asking for that nobody is delivering? That's your opening.
Expansion Intelligence
Data-driven market entry recommendations. We tell you where to go, what to prioritize, and how to position against the incumbents.
A complete competitive landscape.
Competitor Review Corpus
Full collection and analysis of competitor reviews across every target market.
Sentiment Comparison
Side-by-side sentiment matrices showing how competitors stack up by location and category.
Market Gap Reports
Geography-specific breakdowns of unmet customer needs and underserved segments.
Pain-Point Analysis
Detailed classification of what customers complain about most — and where those complaints cluster.
Expansion Recommendations
Prioritized market entry strategy based on competitive weakness and demand signals.
Ongoing Monitoring
Continuous competitive tracking as new reviews come in — stay ahead as markets shift.
Intelligence in three moves.
Target
Tell us your expansion targets — the cities, regions, or territories you're evaluating. We identify every relevant competitor in those markets.
Analyze
We collect and classify every competitor review in your target markets. Sentiment, complaints, praise patterns — all mapped and scored.
Strategize
Receive a competitive landscape report with specific opportunities, positioning recommendations, and a data-backed market entry playbook.
Teams that expand with precision.
Enter your next market with an unfair advantage.
Know what customers want, what competitors miss, and where the opportunity lives — before you commit a dollar.