SiftServe vs Inference Cooperative

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

SiftServe compared with Inference Cooperative
Detail	SiftServe	Inference Cooperative
What it does	Web infrastructure that translates your site into an AI-readable version approved by you and served to agents at the edge	Member-governed cooperative for AI inference
Stage	Not given	Not given
Founded	Not given	Not given
Based in	AE	Not given
Pricing model	Freemium	Freemium
Pricing	Free eight-week pilot including onboarding and model costs. Three paid plans after pilot: Pay as you go (self-serve, usage-based), Subscription (self-serve, monthly or annual flat fee), and Managed (done by company, pricing quoted per site). All plans quoted per individual site based on page count,	Dues: sliding scale starting at $5/month. All members receive $15/month credit for chat and API. Additional credits available for purchase; credits never expire and carry over month to month.
Key features	AI agent rebuilds pages into semantic HTML, FAQs, and structured data Vision pass captures facts locked inside images Sifted pages use roughly 90% fewer tokens than originals Served from edge, humans and search crawlers see original site unchanged Before-and-after audit score for every page Measures citations and AI referrals from sifted pages	Web search built into chat File uploads and document support OpenAI-compatible developer API Personal API keys Encrypted enclave privacy option 100% renewable energy option Member governance participation Shared monthly credit allowance Publicly developed models
What makes it different	Only AI agents see sifted pages; humans and Google crawlers see original site unchanged Every claim traces 1:1 to original pages; AI never fabricates or adds content 90% fewer tokens per page while carrying 37% more readable content Human in the loop approval for every page before serving to agents Measures results with before-and-after comparison on your traffic	Member-governed cooperative structure where users help decide the direction and choices Equal membership with sliding-scale pricing based on ability to pay Choice of AI models by values including privacy and renewable energy No data lock-in; members own their data and can cancel anytime Credits never expire and carry over month to month
Free plan	Not given	Not given
Open source	Not given	Not given
Platforms	Not given	Not given
Public API	Not given	Not given
Community votes	0	0
DR (Domain Rating by Ahrefs)	22 +1 (up) since last check	12 −2 (down) since last check
Trust Flow (Majestic)	9	6
Citation Flow (Majestic)	27	15
Referring domains (Majestic)	61	22

5 details filled in for both companies.

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