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SiftServe vs Mirio

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 Mirio
DetailSiftServe logo SiftServeMirio logo Mirio
What it doesWeb infrastructure that translates your site into an AI-readable version approved by you and served to agents at the edge Inbound forms for coding agents
StageNot given MVP
FoundedNot given Not given
Based inAE US
Pricing modelFreemium Free
PricingFree 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, Free during beta: up to 1,000 responses per 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
  • Customizable React form components
  • Spam filtering and response screening
  • Company enrichment for each response
  • Multi-step forms that save progress
  • Send to Slack, email, webhooks or Postgres
  • Response versioning
  • Read responses from terminal
  • Fit scoring for leads
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
  • Built for coding agents to set up and modify like code files
  • Open source npm package under MIT license
  • Forms live in your site's code, not separate tools
  • Automatic company enrichment on every response
  • No workflow switching needed
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)22 +1 (up) since last check1 no change since last check
Trust Flow (Majestic)94
Citation Flow (Majestic)274
Referring domains (Majestic)611

6 details filled in for both companies.

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