TokenPath vs ShipTight

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

TokenPath compared with ShipTight
Detail	TokenPath	ShipTight
What it does	Citations, built for AI agents	Free launch-safety scanner for AI-built apps
Stage	Not given	Startup
Founded	Not given	Not given
Based in	Not given	US
Pricing model	Freemium	Freemium
Pricing	Free tier for small requests with no API key required; 10 million free tokens to start; $1 per million tokens for pay-as-you-go, with discounts available at volume or with annual commitments; failed requests are never charged.	Free scan (top 3 findings); Full Fix Report $49 one-time; Monitor $29/mo; Revenue Guard +$19/mo (early access, launching Nov 3); Monitor + Guard $39/mo; Agency $99/mo for up to 10 monitored apps.
Key features	Token-level attribution with confidence scores Works with any AI model without access to weights or internals Processes documents up to 1 million tokens Returns results in under 2 seconds for 20,000-token documents On-premise and air-gapped deployment options PDF support with character-level mapping Supports 23+ languages including Indian languages Chrome browser extension for page and PDF tracing Raw token-by-token heatmaps available via API No data logging or training on request content	Builder detection and AI-generated fix prompts Weekly monitoring and re-scans
What makes it different	Measures attention directly from the model's computation rather than asking the model to cite itself, providing verifiable attribution Achieves frontier-grade citation quality at 7x lower cost and 5-6x faster than alternatives Never confused by duplicate facts—identifies the exact occurrence the answer used even when values appear multiple times Lands on exact tokens down to character level, not just document chunks Works on any model's output post-generation without modifying inference pipeline	Free to scan with no sign-up required Results in about 60 seconds AI-generated fix prompts for your builder tool Detects your specific builder to provide tailored fixes Masked key display never stores full credentials
Community votes	0	0
DR (Domain Rating by Ahrefs)	2 no change since last check	Not checked yet no change since last check
Trust Flow (Majestic)	3	0
Citation Flow (Majestic)	16	0
Referring domains (Majestic)	36	0

5 details filled in for both companies.

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