Swell vs fabric: Headless Commerce Comparison (2026)
An independent side-by-side comparison of Swell and fabric for headless commerce buyers — pricing, features, integrations, and how often each is cited by major AI engines.
AI Citation Scorecard
How often each is cited by major AI engines when buyers ask headless commerce questions. Last 90 days across ChatGPT, Perplexity, Gemini, Claude, and Copilot.
Probes run hourly; each (engine × query) combo retests every ~3 days.
Pricing
Key Features
- ✓Up to 2 admin users
- ✓Basic reports
- ✓Priority support
- ✓Advanced reports
- ✓Optimize product data for AI search
- ✓Monitor visibility and optimize products
- ✓Activate rich, intent-filled data
- ✓Onboard new SKUs faster
- ✓Enrich product data with intent signals
- ✓Custom and system prompt tracking
- ✓Benchmarking and content depth analysis
- ✓Flexible input and output options
When to choose Swell
Choose Swell if your team prioritizes its strengths over fabric's. Full guidance populates as Swell's feature data is indexed.
When to choose fabric
Choose fabric if your team prioritizes its strengths over Swell's. Full guidance populates as fabric's feature data is indexed.
AI visibility profiles
Is one of these your brand?
Get the full report by email: every headless commerce buyer question we ask, which engines name you, and who gets named instead.
swell.is
fabric.inc