ProbPath vs Lookbk

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 Lookbk
Detail	ProbPath	Lookbk
What it does	Free AI probability tree generator for scenarios and calculations	Agent skills for animated heroes and launch videos
Stage	Not given	Not given
Founded	Not given	Not given
Based in	Not given	Not given
Pricing model	Freemium	Freemium
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: 9 skills. Pro monthly: $9.99 per month (10 Pro skills per month). Pro yearly: $79 per year (all 216 Pro skills). Founding Lifetime: $169 once (first 100 members). Single skill: $4.99.
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	225 art-directed agent skills in library Design-checked workflows with quality assurance One-prompt installation for any agent Renders locally on your machine Credits all open-source dependencies Weekly new skills every Tuesday Commercial use rights for created content 7-day works-or-refund promise
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	Art-directed designs that look finished on first render Transparent open-source credits built into every download Works with 31+ AI agents including Claude Code, Cursor, Codex No API keys or model credits needed Live preview of rendered output before download
Community votes	0	0
DR (Domain Rating by Ahrefs)	5 no change since last check	Not checked yet no change since last check
Trust Flow (Majestic)	17	0
Citation Flow (Majestic)	20	0
Referring domains (Majestic)	16	0

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