Internet Research Unit vs Stellafai
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Internet Research Unit compared with Stellafai
| Detail | IR
Internet Research Unit | 
Stellafai |
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| What it does | Market research platform for eCommerce data and insights
| Not given
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| Stage | Not given
| Not given
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| Founded | Not given
| 2022
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| Based in | US
| Not given
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| Pricing model | Free trial
| Freemium
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| Pricing | Not given
| 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
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| Key features | - SKU-level sales analysis
- Product revenue data tracking
- Brand sales metrics
- Technology stack identification
- Advanced filtering by revenue, location, category, and tech
- AI-powered search
- Inventory monitoring
- Custom smart lists and alerts
- Real-time email and Slack notifications
- Tool integrations
| - 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
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| What makes it different | - Monitors nearly 3 million brands and 87 million products
- SKU-level product performance data
- Comprehensive brand filters including revenue, location, tech stack, and competitors
- AI-powered insights from complex ecommerce data
- Real-time alerts and smart list monitoring
| - 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
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 28 ▲ +1 (up) since last check | 17 ▲ +1 (up) since last check |
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| Trust Flow (Majestic) | 18 | 9 |
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| Citation Flow (Majestic) | 42 | 26 |
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| Referring domains (Majestic) | 2707 | 71 |
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3 details filled in for both companies.
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