ProbPath vs ShortsIntel

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 ShortsIntel
Detail	ProbPath	ShortsIntel
What it does	Free AI probability tree generator for scenarios and calculations	AI research tool that watches winning short-form videos and helps Claude and other AI assistants generate creative hooks, scripts and strategies
Stage	Not given	Startup
Founded	Not given	2025
Based in	Not given	KE
Pricing model	Freemium	Paid
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.	Pay per Run in prepaid Credits at 1,000 credits per US dollar. Research of 50 videos: 1,036 credits (~$1.04). Analysing 20 videos: 460 credits (~$0.46). Tracking 10 creators daily for a month: 1,800 credits (~$1.80). New accounts get 1,000 free credits valid for 90 days. Top-ups from $10 (10,000 cre
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	Works with Claude.ai, ChatGPT, Cursor, VS Code and any MCP-compatible assistant Access public data from TikTok, Reels, Shorts, Facebook, Meta Ads and creator metrics Score videos by how far they outperform a creator's usual reach Pay per Run with no subscription or monthly seats Free reading of completed Runs and all research results Supports API access via REST endpoints for developers
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	Brings video data to the AI you already use instead of requiring a new app or subscription Analyzes actual video content including hook, visuals and call-to-action, not just captions Pay only for work that completes; failed runs cost nothing Ranks videos by outperformance relative to creator baseline, not absolute views
Community votes	0	0
DR (Domain Rating by Ahrefs)	5 no change since last check	52 −1 (down) since last check
Trust Flow (Majestic)	17	17
Citation Flow (Majestic)	20	31
Referring domains (Majestic)	16	130

5 details filled in for both companies.

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