QL Shadow Book

Your public book already has a private-market shadow. This ranks the private companies, IPO-window names, and investors wired to your holdings, watchlist, and theses — with the 5-factor engine on the public side. Relevance is not expected return.

Publisher, not adviser. Educational research only — not personalized investment advice and not an offer or solicitation to buy or sell any security, public or private. Private-market investing is illiquid, high-risk, and often limited to accredited investors. IPO readiness bands are model estimates, not listing predictions.