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Reference edition 2026.46

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WhereToOpen.ai vs Stellafai

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 Stellafai
DetailWhereToOpen.ai logo WhereToOpen.aiStellafai logo Stellafai
What it doesAI-powered location intelligence platform for entrepreneurs opening a new business Not given
StageNot given Not given
FoundedNot given 2022
Based inNot given Not given
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. Explore (Free): Create a branded exploration space, define goals and measurable signals, capture updates, decisions and evidence, experience lightweight outcome reporting, access onboarding guidance. Build: £25/month - Everything in Explore plus configure and refine your approach, visualize connecte
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
  • Connected Outcomes: Visualize how outcomes, teams, activity and dependencies connect across an organization
  • Outcome Intelligence: Bring activity, progress signals and outcome evidence into one connected view
  • Star Chart: Visual map of how work, teams and goals connect to each other
  • Goal Management: Create, track and share goals, key metrics, methods and activities
  • AI-assisted coaching via Armstrong AI digital assistant
  • Methods, Guidance and Playbooks: Make proven methods and learning resources available within the work
  • Living History: Persistent record of decisions, updates, evidence and milestones
  • Embedded Enablement: Access to guidance and expert support when challenges arise
  • On-Demand Coaching: Access coaching from world-class Google and IBM alumni
  • Integration support: Connect CRM, analytics and automation tools
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
  • Persistent infrastructure that preserves context and decisions throughout transformation work, not just static plans or reports
  • Framework-agnostic approach that works with OKRs, custom methodologies or established transformation approaches rather than enforcing one model
  • Lightweight update rhythms designed for teams to actually maintain momentum between formal interventions
  • Outcome layer connecting delivery to measurable business change without replacing existing tools like Jira, Asana or OKR platforms
  • Combines software, expert enablement and learning as an integrated platform rather than tool alone
Community votes00
DR (Domain Rating by Ahrefs)13 −1 (down) since last check17 +1 (up) since last check
Trust Flow (Majestic)209
Citation Flow (Majestic)926
Referring domains (Majestic)6271

4 details filled in for both companies.

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