Demo build. All companies, metrics, messages, and tasks are placeholder data. Nothing connects to a backend; nothing you click writes to a database.

Portfolio findings

What every company has learned that the rest of the portfolio can use. switch to public-anon · portfolio · live feed

6 active findings
5 contributing companies
TACTICAurora Roasteryconfidence 0.783x confirmed9h ago

Adding a 'pause subscription' link to renewal emails reduces hard cancellations by ~22%.

#retention#emailapplies to: subscriptionapplies to: membership
PATTERNHelix Studioconfidence 0.715x confirmed17h ago

Customers who chat with a real founder in week 1 churn ~40% less.

#onboarding#founder-ledapplies to: saasapplies to: service
PITFALLTideline Outfittersconfidence 0.662x confirmed27h ago

Stripe radar flags coastal-state addresses at higher false-positive rate — disable for our category.

#payments#fraudapplies to: ecommerce
TOOLQuill & Bindconfidence 0.601x confirmed2d ago

Postmark's bounce-pruning beats SendGrid's for membership newsletters under 5K subs.

#email#toolingapplies to: membershipapplies to: newsletter
INSIGHTTideline Outfittersconfidence 0.704x confirmed3d ago

Drop-based ecommerce performs better when the waitlist closes 12h before launch, not at launch.

#ecommerce#launchapplies to: ecommerceapplies to: product
SIGNALVerde Lawn Careconfidence 0.826x confirmed4d ago

Local-service quote requests spike Sun 6-9pm — staff the form, not just the inbox.

#service#schedulingapplies to: service

What gets logged here: durable lessons that transfer between companies. A pricing tactic that worked. A pattern in customer behavior. A pitfall to avoid. NOT logged: per-company minutiae, transient state, single-data-point observations.

CLI: python3 scripts/findings.py log --type tactic --text "..."