First-order effects

• The reported companies face a clearer profitability test from public-market investors: their age and accumulated losses make growth alone a less complete measure of performance.
• The study reframes the record of the unicorn cohort from a funding-and-listing story into one of persistent operating losses among companies already exposed to public-market scrutiny.

Second-order effects

• Private unicorn investors and boards have a stronger basis to scrutinize whether prospective IPO candidates can demonstrate durable economics rather than simply reach a liquidity event.
• For the remaining private-unicorn backlog, the mixed post-IPO record can make exit timing and valuation expectations more consequential, particularly where earlier financing terms already complicated stakeholder outcomes.

Third-order effects

• If this pattern persists, the unicorn label may carry less weight as a proxy for business maturity, shifting attention toward the capital required to sustain losses over long operating lives.
• The result points to a wider separation between companies that can convert scale into profitability and those that remain dependent on repeated capital support; the corpus does not establish how broadly that split will hold.