RPA & Intelligent AutomationStartupAI Workflow Builder
Gumloop
No-code AI workflow and agent automation platform — drag-and-drop builder for LLM-powered business automations, used at Shopify, Ramp, and Instacart
Mkt Cap / ValPrivate
RevenueEarly Stage
Mar 2026: $50M Series B led by Benchmark ($70M+ total raised)
AI-native workflow building ops teams actually use — Benchmark-backed momentum while no-code rivals retrofit AI.
SWOT Analysis
Strengths
- Benchmark-led $50M Series B (Mar 2026) — top-tier validation for a young company
- Drag-and-drop AI workflow builder usable by non-engineers, not just developers
- Named enterprise adopters: Shopify, Ramp, and Instacart teams build on it
- Positioned as heir to shuttered rivals — momentum as the category consolidates
- Fast shipping cadence from a small, focused team
Opportunities
- Absorb users stranded by Relay.app's Sep 2026 shutdown
- Enterprise tier expansion — governance and compliance unlock bigger contracts
- Agent marketplace and template ecosystem as a distribution moat
- Deeper LLM-provider partnerships as models commoditize
Weaknesses
- Young platform — enterprise governance, SSO, and audit depth still maturing
- Crowded space: competes with Zapier, Make, n8n, and every LLM vendor's builder
- Small team must support fast-growing production usage
- Pricing and packaging still evolving as the product finds its enterprise shape
Threats
- Zapier and Make bolting AI agents onto far larger install bases
- Foundation-model vendors shipping native agent builders undercut thin wrappers
- Enterprise buyers may wait out the category shakeout before committing
- Usage-based costs of underlying LLMs squeeze margins at scale
User Sentiment
Synthesized from G2, Gartner Peer Insights, and analyst review data.
What users love
- Genuinely approachable builder — ops people ship automations without engineers
- Strong out-of-box nodes for scraping, enrichment, and document workflows
- Fast support and visible product velocity
- Credible logos (Shopify, Ramp) lower adoption risk for mid-market buyers
Common complaints
- Complex branching workflows can get hard to debug
- Enterprise admin controls thinner than incumbent iPaaS platforms
- Costs climb with heavy LLM-powered runs
Customer Profile
Who buys this
Typical segments
Mid-MarketEnterprise ops teams
Typical buyer
Head of Operations / RevOps or automation lead
Top use cases
- 1LLM-powered document and data workflows
- 2Go-to-market and RevOps automation
- 3Replacing brittle Zapier chains with AI-native flows
Future Focus Areas
1
Enterprise governance, SSO, and audit depth
2
Agent templates and marketplace ecosystem
3
Migration tooling for stranded Relay.app users
4
Deeper evals and observability for production agents