Validating
AI Seat Cap Ledger
A lightweight ledger for teams that need to control AI tool seats, approved caps, renewals, and idle spend before the monthly bill drifts upward.
Product opportunity validation
Validate product ideas
before truly building.
We turn selected product ideas into lightweight validation pages, then watch clicks, emails, and source interest before deciding whether to build or archive.
Product ideas being validated
Has Signal
LLM Token Compression Headroom
A diagnostic page that shows how many tokens a long prompt, log, or JSON payload could save before it is sent to an expensive model.
Validating
AI-ready PDF Parser
A parser that turns messy PDF text into clean markdown with page references and extraction warnings before the content enters an AI workflow.
Has Signal
AI Agent Research Templates
A validation page for turning Agent-Reach style web-browsing agents into reusable research templates for product opportunities, competitor signals, and content ideas.
How it works
Signals
Start from a few product signals instead of writing broad content.
Validation pages
Turn each signal into a page with audience, problem, evidence, and CTA.
Clicks and emails
Watch lightweight interest before deciding whether to build or archive.