ProbPath vs Willo

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

ProbPath compared with Willo
Detail	ProbPath	Willo
What it does	Free AI probability tree generator for scenarios and calculations	AI team that builds, runs, and grows your business
Stage	Not given	Startup
Founded	Not given	2024
Based in	Not given	Not given
Pricing model	Freemium	Not given
Pricing	Basic: $0 forever with 5 free AI credits, manual editing, up to 3 saved trees, and white-background PNG export. 500 Credits: $12.90 one-time, valid for 30 days, covers roughly 100-160 polished trees. 2,000 Credits: $26.90 one-time, valid for 30 days, covers roughly 400-650 polished trees.	Free: 40 credits (one-time), 2 businesses, unlimited chat. Starter: $25/month, 150 credits/month, up to 3 businesses. Builder: $49/month, 300 credits/month, up to 6 businesses. Growth: $99/month, 600 credits/month, up to 12 businesses. Scale: $199/month, 1,300 credits/month, up to 25 businesses. Cha
Key features	Natural language scenario description Automatic calculation and validation of probabilities Conversational refinement via chat Direct canvas editing of nodes and branches Support for conditional probability and dependent events Export to PNG, PDF, and SVG formats Multi-language natural language support Responsive tree layout engine Save and manage multiple probability trees Question answering about tree probabilities	Seven specialized AI agents (CEO, Product, Research, Marketing, Content, Support, Finance) No-code website and app building by describing ideas in chat Cloud hosting with automatic deployment Backend database, user authentication, and APIs Agent automations on schedules you approve Stripe Connect integration for payments SEO and AEO optimization built in Decision Register to approve important business calls
What makes it different	Automatic calculation and validation of all probabilities without manual math Conversational chat interface for refining scenarios on the fly Natural language input requires no modeling skills or drawing Handles both independent and dependent probability events Instant downstream recalculation when edits are made	Agents handle all day-to-day work while you approve only the decisions that shape your business No technical skills required; describe your idea in plain English One subscription covers unlimited businesses from a shared credit pool Most businesses up and running within minutes, no setup required Willo never takes a cut of your revenue
Community votes	0	0
DR (Domain Rating by Ahrefs)	5 no change since last check	28 no change since last check
Trust Flow (Majestic)	17	19
Citation Flow (Majestic)	20	39
Referring domains (Majestic)	16	236

4 details filled in for both companies.

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