PLG (Product Led Growth)

Product Led Growth is a go-to-market motion where the product is the primary acquisition, conversion, and expansion engine. A user finds the product, signs up without talking to anyone, gets value inside the first session, invites teammates, hits a usage threshold, and eventually converts to paid. Sales and marketing exist to amplify and accelerate that motion, not to drive it. Figma, Notion, Slack, Linear, and Loom all scaled this way. The buyer experiences the product before the sales conversation, which inverts the traditional B2B funnel and rewards companies that ship genuinely good software.

The unit economics of PLG only work when activation is fast and the PQL signal is clean. A self-serve funnel that takes seven steps to first value will lose 80 percent of signups before they ever see why the product matters. A funnel that hits first value in under two minutes converts at three to ten times the rate of one that takes ten. This is why PLG companies invest heavily in onboarding instrumentation, activation experiments, and behavior-based routing. The AI Ops Department handles the data layer that makes this measurable, joining product analytics with billing and CRM so PQL detection runs continuously rather than weekly.

PLG does not eliminate sales. It changes what sales is for. Cold outbound still fills the top of the funnel for accounts that have not signed up yet. The AI SDR layer drives that motion. But the conversion job inside PLG is to spot accounts already activated in the product and route them to a human at the right moment, with the right context, before they churn or pick a competitor. PLG companies that get this right run hybrid motions where self-serve handles SMB, PQL routing handles mid-market, and traditional outbound handles enterprise. The split is determined by the deal size where a human conversation actually pays for itself.