Five live systems

Every paid channel.Through one profit lens.

Live does not mean identical authority: every connection exposes its available reporting, intelligence, and execution boundaries clearly.

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MALACH / CHANNELSLIVE CHANNEL MAP

Google AdsOne contribution standardLive · Core

ShopifyOne contribution standardLive · Core

Meta AdsOne contribution standardLive · Portfolio

TikTok AdsOne contribution standardLive · Portfolio

Amazon AdsOne contribution standardLive · Portfolio

What it changes

Five live systems.
One operating picture.

Google Ads and Shopify intelligence are live at Core. Meta Ads, TikTok Ads, and Amazon Ads are live Portfolio inputs for cross-channel intelligence and Malach Vision.

Vision evaluates every connected front through shared contribution economics, confidence, and attribution context.

The system,
explained clearly.

Capability, evidence, and authority stay visible from the first signal through the measured outcome.

Google Ads + Shopify

Live Core intelligence and commerce economics; governed Google execution begins with Autonomous.

Meta Ads + TikTok Ads

Live Portfolio reporting and assisted-value context inside Vision.

Amazon Ads

Live Portfolio intelligence through the same contribution model.

MATHEMATICS · STATISTICS · PROBABILITY

Intelligence that
shows its work.

Different channels become comparable when they share one verified economic denominator.

Normalized contributionContribution rateᵢ = contributionᵢ ÷ verified revenueᵢ

The Anti-Algorithm measures platform signals against your economics before capital receives authority.

Bayesian updateP(H | E) = P(E | H) × P(H) ÷ P(E)

Evidence updates confidence continuously instead of locking the system to yesterday’s assumption.

CalibrationBrier = (1/N) Σ(pᵢ − oᵢ)²

Forecasts are scored against outcomes so success and failure both improve the next decision.

DECISION SIMULATORLIVE CALCULATION

Probability of profit 76% Expected upside $12,800 Possible downside $3,200 Action cost $900

Expected profit after risk+$8,060Small test allowedThe move still depends on your plan, enough trustworthy data, and every active limit.

MALACH / DECISION LEDGERTIMESTAMPED + TRACEABLE

EVERY ACTION ACCOUNTED FOR

Open the rationale behind every move.

EvidenceProbabilityAuthorityOutcome

WATCH · CALCULATE · ACT · LEARN

The market keeps moving. Malach keeps you ahead.

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Every paid channel.Through one profit lens.

Five live systems.One operating picture.

The system,explained clearly.