public betaeverything free for now

Sift is a browser extension that quietly removes what you don't want to see. Not just keywords: the meaning behind them. Highlight anything, Sift it, and similar posts disappear everywhere.

Free plan:10 filters · runs entirely on your device · no account needed

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Live demo

Watch the cascade decide.

Every post below runs through the same layers the real extension uses. Cheap checks first, meaning second, AI only when it earns it.

sift · demo feedcascade running
seen0hidden0decided on-device
Posts stream in. Click the eye on anything hidden.

Under the hood

Most posts never need AI.

A cascade of cheap checks handles almost everything. The expensive model is a fallback, not the default.

1

Extraction

Text, author, hashtags, alt text, OCR. Cheap signals first.

~0 ms
free
2

Hard rules

Keywords, domains, authors you banned. Deterministic and instant.

~1 ms
free
obvious?show or hide right here
3

Small models

An on-device classifier and embeddings ask: does this resemble what you blocked?

~20 ms
local
confident?decided without leaving your machine
4

LLM fallback

Only genuinely ambiguous content escalates. On Pro, the same LLM compiles fuzzy language like "that ragebait stuff" into a precise filter.

rare
Pro

The LLM is the teacher

It defines filters once, when you describe a vibe. Scrolling never pays for tokens.

Memory you won't notice

Resource use is measured per device tier and published only after benchmark validation.

Nothing re-analyzed twice

A content-hash cache means a post classified once stays classified. Even across sessions.

No black box

Every hide comes with a receipt.

Filtering you can't inspect is just a new algorithm to distrust. Anything Sift hides carries a one-click explanation: which preference matched, what was detected, how confident the system was.

0.0showreviewhide1.0
0.00 – 0.40

Stays up. Most content lands here.

0.40 – 0.70

Uncertain: left visible with a soft flag on Free. Pro can escalate to the cloud LLM.

0.70 – 1.00

Hidden, with the reason one click away.

Balanced

Hide strong matches. Uncertain calls stay visible until you say otherwise.

Why was this hidden?
PreferenceReal-world violence
DetectedA video depicting a physical assault.No blocked keywords appear in the caption.
Confidence94%
SourceEmbedding model · on-device

Sift Report

Your week, quantified.

Every Sunday Sift drafts a card of what it caught for you. Share it or keep it to yourself. Both are fine.

1,240

Pricing

Start free. Stay free if you want.

Free

For cleaning up one feed.

$0

forever

  • 10 active preferences
  • Full semantic matching, on-device
  • Works across every site
  • "Why was this hidden?" peek
Add to Chrome
ProSift Pro

For people who live in their feeds.

$6.99/mo

billed monthly

  • Unlimited preferences
  • Image, video & audio filtering
  • Sensitivity control & correction learning
  • Cross-device sync
  • Cloud LLM for fuzzy preferences
  • Jev-powered precision checks, coming soon
Go Pro

Scroll past what you want to scroll past.

Set your first filter in under a minute. If it doesn't earn its place, uninstalling is easy too.