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Reference edition 2026.46

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WhereToOpen.ai vs Strata

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

WhereToOpen.ai compared with Strata
DetailWhereToOpen.ai logo WhereToOpen.aiStrata logo Strata
What it doesAI-powered location intelligence platform for entrepreneurs opening a new business High-performance, AI-safe self-service analytics with a governed semantic layer and beautiful dashboards
StageNot given Not given
FoundedNot given Not given
Based inNot given US
Pricing modelPaid Freemium
PricingStarter: €99 for 1 report. Standard: €249 for 3 reports (€83 per report, save 16%). Pro: €790 for 10 reports (€79 per report, save 20%). Free opportunity map available. Free: 1 Developer, 25 Users, 2 data sources per project. Team: 3 Developers, 50 Users, unlimited data sources per project. Enterprise: Custom developers and users. Free plan includes email support (3-day response), Team adds 24-hour response aim, Enterprise includes custom support.
Key features
  • Competitor analysis with real-time ratings, pricing, hours and sentiment
  • Revenue forecasting with 3-scenario projections and break-even timeline
  • AI-powered location scoring with foot traffic and walkability analysis
  • Customer personas based on local demographics and spending patterns
  • Strategic action plans with opportunity scoring and risk assessment
  • PDF export and sharing for investor presentations
  • Free opportunity map for neighborhood comparison
  • AI follow-up chat about your report
  • Location Health Score assessment
  • Beautiful-by-default dashboards with automatic layout and styling
  • Grain-safe automatic cross-domain blending that prevents double-counting
  • Federated smart OLAP routing for sub-second query response
  • Five measure types plus segments for flexible metrics
  • Agent builder with inherited row-level security
  • Row-level security and masking in the semantic model
  • Google Sheets add-on for data delivery
  • Scheduled reports and subscriptions
  • Semantic Layer as Code with YAML configuration
  • Dynamic Universes for open data model exploration
What makes it different
  • Free neighborhood comparison map before purchasing a full report
  • Full analysis generated in under 60 seconds
  • Combines observed evidence, published facts and modeled estimates in transparent reports
  • No subscription required - pay once per report
  • Supports over 15 business categories worldwide
  • Correctness by construction with grain-safe joins that refuse invalid combinations
  • Agent-native architecture where agents query the same semantic layer as humans
  • Federated OLAP routing for sub-second performance without warehouse overload
  • Open source semantic query engine (0sql) available under MIT license
  • Built at Netflix for enterprise-scale analytics
Community votes00
DR (Domain Rating by Ahrefs)13 −1 (down) since last check10 −1 (down) since last check
Trust Flow (Majestic)206
Citation Flow (Majestic)934
Referring domains (Majestic)62116

5 details filled in for both companies.

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