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News and insights.

Two cards comparing the share of US seed companies raising a Series A within two years: about 30% in the 2018 to 2020 boom and 14% to 17% for recent cohorts

Seed to Series A graduation rates by cohort from Carta and Crunchbase, how long the jump takes, why rates fell after 2021, why published figures disagree, and how seed and Series A firms use the rate for reserves, LP reporting, portfolio reviews and interviews.

Oct 23, 2026
Six cards matching venture capital tasks to databases: early sourcing, round history, market maps, fund research, verification with Form D and Form ADV, and memo context

PitchBook, Crunchbase, CB Insights, Dealroom, Tracxn, Harmonic and Preqin compared by the VC task each one serves, with the free SEC filings that verify a record, a four-check round verification, student access limits and how database work reads in recruiting.

Oct 22, 2026
Five cards showing the signals of founder-market fit that venture capitalists test: earned knowledge, market access, durable reason, learning speed and team coverage

Founder-market fit is the match between what a founding team knows, can access and cares about, and what its market demands. How VCs weigh it, test it with evidence, score it, and write it into a memo or interview answer.

Oct 21, 2026