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Stellafai vs PanelRoster

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

Stellafai compared with PanelRoster
DetailStellafai logo StellafaiPanelRoster logo PanelRoster
What it doesNot given Operations management platform for market research organizations
StageNot given MVP
Founded2022 Not given
Based inNot given Not given
Pricing modelFreemium Freemium
PricingExplore (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 Starter $99/month, Professional $249/month, Business $499/month, Enterprise custom pricing. All plans billed monthly with no long-term commitment. PanelRoster is in early access and requires joining the waitlist.
Key features
  • 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
  • Live progress tracking per quota cell
  • Quality control with complete review history for every respondent
  • Recontact database for managing respondent history
  • Log respondents from any device
  • Verified professional profile building for interviewers
  • Advanced workflows and approvals
  • Comprehensive reporting and dashboards
  • Operational analytics and insights
What makes it different
  • 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
  • Unified platform for agencies, suppliers, and interviewers to coordinate
  • Real-time visibility across all project and quota cells without chasing updates
  • Free tools including Resolve for operational issue tracking and auditing
Community votes00
DR (Domain Rating by Ahrefs)17 +1 (up) since last checkNot checked yet no change since last check
Trust Flow (Majestic)93
Citation Flow (Majestic)2616
Referring domains (Majestic)712

4 details filled in for both companies.

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