newsroom
$PROFOUND · Kleiner Perkins revises Profound forecast 4x as AI visibility market becomes obvious
now playing · $PROFOUND
ChatGPT personalization flywheel creates stickiest product in history
ChatGPT's personalization creates a powerful flywheel where increased usage improves model understanding of the user, making it stickier over time and winning consumer mindshare a…
$MDB···bearish· mediumjames cadwallader
MongoDB documentation moat threatened by AI coding assistants
Engineers increasingly use Cursor and ChatGPT to troubleshoot MongoDB issues instead of visiting docs.mongodb.com, risking that models surface outdated third-party content rather…
$PROFOUNDbullish· high· posilia fushman
Kleiner Perkins revises Profound forecast 4x as AI visibility market becomes obvious
Profound's AI visibility platform addresses a boardroom-level crisis for brands as referral traffic shifts from Google to AI chat; Kleiner Perkins invested at Series A and revised…
$HUBS···bearish· mediumjames cadwallader
HubSpot cannot simply bolt AI onto legacy architecture
Incumbents like HubSpot face fundamental architectural mismatch: their pre-LLM scaffolding cannot be retrofitted with native AI primitives, making it 'really difficult' to compete…
$HARVEYbullish· mediumilia fushman
Harvey breaking out as category winner in legal AI
Harvey has moved from an obvious greenfield market with many competitors to breaking out as a clear category leader in legal AI, demonstrating how the prize goes to the most aggre…