Signal / VIRALITY OPS
Autonomous virality engine · built on xAI

Find what's burning.
Post what spreads.

One engine. It hunts the articles catching fire on X, reads them, tests their claims, and hands you two weapons: a quote-tweet built to detonate, and a sharper, source-tested variant ready to publish. You just decide when to pull the trigger.

Discovery source
Live web
Grok + web search
Outputs per article
2
quote-tweet + variant
Cost / article
~$0.09
both outputs, all in
Publishing
Draft-first
you pull the trigger
01 — The spine

One pipeline. Two weapons.

Everything up to the fork is built once. Discover, score, ingest — then the same article payload splits into two outputs. Seventy percent shared code, zero duplicated effort.

STAGE 01
◎

Discover

Grok + web search sweeps for candidate articles per subject.

xAI · web search
STAGE 02
▲

Score

Rank each candidate on estimated viral potential (Cheap mode).

xAI · heuristic
STAGE 03
❋

Ingest

Pull clean full-text of the winners. Fetch + readability.

fetch · readability
STAGE 04
⑂

Fork

Same payload routes to Output A, Output B, or both.

router
HONEST

Score is an estimate, not a metric. Grok predicts what will spread from the content itself. True like/repost velocity needs a native X API relationship — add it once the loop proves out. The console labels estimates as estimates, never as measured fact.

02 — Economics

The cost is almost nothing. The leverage is everything.

xAI pay-as-you-go means no subscription, no minimum — just tokens plus search calls. The whole intelligence layer runs for pocket change.

$0.09
per article, both outputs

Discover, score, ingest, quote-tweet, claim-test, and variant — end to end.

~$8
per day at 100 articles

Search calls amortize across the batch. Discovery is one call, not one per article.

2
billing relationships

xAI for intelligence. X API for publishing. Two-in-one everywhere it counts.

Deadline mindset · ship the thin slice first

Stop scrolling.
Start shipping virality.

One subject. One vertical slice. Draft-first. Prove the loop today — scale the surface tomorrow.