RefereeAhead vs WYRLO

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

RefereeAhead compared with WYRLO
Detail	RefereeAhead	WYRLO
What it does	AI pre-submission peer review for life-science manuscripts	An API that verifies each RAG response against its sources
Stage	Not given	Not given
Founded	Not given	Not given
Based in	Not given	FR
Pricing model	Paid	Contact for pricing
Pricing	Free readiness scan. Full report $29 per manuscript. Revision pack 3 reports for $69 ($23 per report). Lab pack 5 reports for $99 ($19.80 per report). Credits never expire.	Not given
Key features	Two independent review passes merged for higher accuracy Free readiness scan in 3 minutes Full report ready in about 30 minutes Manuscripts deleted after 30 days and never used for training Track issues across revisions Major and minor concerns ranked by severity PDF export and 7-day share link for reports	Response verification against source documents Confidence levels: certain, probable, or I don't know Nightly automatic improvements with proof REST API with coming Python and TypeScript SDKs LangChain and LlamaIndex integration support MCP server integration option Data hosted in Paris, Europe Full verification in French and English Graceful degradation if API fails User data never used for AI training
What makes it different	Publishes accuracy metrics on real peer reviewer data from eLife Includes reference verification that general chatbots cannot provide Credits never expire and work on any manuscript Refund guarantee for reports with fewer than three substantive issues	Honest "I don't know" instead of hallucinated answers Proven improvements: 31 out of 32 correct on sealed test set Drops in after your existing RAG: one API call only
Community votes	0	0
DR (Domain Rating by Ahrefs)	Not checked yet no change since last check	Not checked yet no change since last check
Trust Flow (Majestic)	0	0
Citation Flow (Majestic)	0	0
Referring domains (Majestic)	0	0

4 details filled in for both companies.

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