Demo dataAdd lead
Demand line

From signal to customer

Attributed revenue$0.00
Bottleneck

Next best actions

Learning loop

Active experiments

1 running
Manual evidence-first outreachPublic communities
60%

Source-led questions will outperform generic product pitches.

Target · 5 qualified conversations
Fresh evidence

Signals worth acting on

Open evidence ledger
97fit
qualifiedAug 22, 2026

Northstar Research Club

The public post describes a manual, time-consuming backtest comparison workflow.

89fit
contactedAug 16, 2026

Ledger Peak Analytics

The buyer publicly asks for affordable, reproducible portfolio research.

79fit
repliedJul 11, 2026

Quant Weekend

The founder describes rebuilding a fragile investment screening workbook.