Know where revenue is leaking — and what to do next.

SignalForge Pay converts payment activity into an evidence-backed operating brief for small businesses: revenue movement, refund pressure, failed-payment risk, forecast and three prioritized actions.

PayPal Sandbox

Revenue signals

AI reasoning

Action brief

Demo dataset activeSynthetic sandbox-like payments · no real money

Interactive test · no Sandbox credentials needed

Analyze your own PayPal-format JSON file

Parse transaction event codes locally. No raw transaction rows are uploaded; only aggregated metrics are sent if you click Generate AI brief. Keep real customer reports private.

Download safe synthetic sample file

Drop a PayPal-style JSON reportor click to select · max 2 MB · browser-only parsing

Public demo: no account, card or password needed for AI analysis. Merchant-only Sandbox sync requires a private passcode and never uses live payments.

Gross revenue$11,360+45.3% vs prior period

Net after refunds + fees$10,631$729 outflow

Refund / reversal rate3.0%$340 returned or charged back

Failed payment rate4.5%7 simulated failed attempts

Avg. order value$76149 completed payments

Next-period forecast$11,326-0.3% vs latest

Transaction evidence

Gross revenue over time

Synthetic weekly series · 8 periods

$8,240Sep 01

$8,870Sep 08

$9,310Sep 15

$9,680Sep 22

$10,420Sep 29

$10,980Oct 06

$7,820Oct 13

$11,360Oct 20

Periods follow the selected dataset. This is a historical descriptive chart, not an audited ledger or a prediction.

Evidence

Revenue health

Multi-period direction+2.8%

Refund pressureHealthy

Payment failures4.5%

Simulated disputes1

0 unusual revenue periods detected

No material revenue anomaly crossed the current threshold.

Forecast

What happens next

Projected gross revenue$11,326-0.3%

Recent-period slopeSimple linear estimateNo causal claims

AI decision layer

Revenue Recovery Brief

Ground the AI in payment evidence first.

The model receives derived revenue signals rather than being asked to invent explanations from raw noise.

Sandbox-firstPayPal test transactions only during the hackathon.

Revenue-focusedRefunds, failures, fees and disputes become decision signals.

ExplainableEvidence, hypotheses and actions stay visibly separated.