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Inference Cooperative vs Viewlify

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

Inference Cooperative compared with Viewlify
DetailInference Cooperative logo Inference CooperativeViewlify logo Viewlify
What it doesMember-governed cooperative for AI inference TikTok videos that outperform, for your agent or your app
StageNot given Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelFreemium Not given
PricingDues: 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. Pay as you go: $0.005 per call ($5 for 1,000 calls), $1.00 free credit when you sign up. Top up with $5, $10, $25, $50 (+10% credit) or $100 (+10% credit). Pro plan: $69/month with 1,000 searches per day included. Agency plan: $299/month with 5,000 searches per day included. All paid plans include a
Key features
  • 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
  • Search TikTok videos by keyword, creator, or hashtag
  • Measure videos against creator's usual performance (vsUsual metric)
  • View history showing performance over time
  • Shares per 1,000 views metric
  • Sort by trending, outlier, views, recent, engagement or shares
  • Track your own accounts with followers and video analytics
  • Daily video ideas and AI video checks
  • MCP integration with Claude and Cursor
  • REST API and command-line interface
  • Rate limit of 60 calls per minute, up to 50 videos per call
What makes it different
  • 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
  • Data refreshed daily with view history tracking, not a live scraper
  • Measures performance relative to creator's baseline, not absolute views
  • Three public MCP tools work without an API key as preview
  • Includes trending hashtags and sounds in search results
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)12 −2 (down) since last check2 no change since last check
Trust Flow (Majestic)65
Citation Flow (Majestic)1513
Referring domains (Majestic)225

4 details filled in for both companies.

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