Hila Qu on Why PLG Is Really DLG (Data-Led Growth)

You're Giving Away Your Product for Nothing

Most companies think launching a free trial equals product-led growth. They spend 3 months building a basic free tier, slap a CTA on their website, and wait for conversions that never come.

The problem? They're missing the entire point of PLG.

PLG, I always say, is actually fundamentally DLG, data-led growth. So when you give away your free product, what you want to get in exchange are two things. One is the broader reach because free product spread itself is lower barrier to entry. Two, you want to understand the usage behavior of those free users, which features do they use and which features kind of correlates with a higher conversion rate, retention rate, all of that.

— Hila Qu

If you don't have a data foundation and expertise in analyzing usage patterns, you're not running a PLG motion. You're just hemorrhaging revenue.

Everyone Will Need Both (But Adding PLG Later Is Harder)

The PLG purist vision—no sales team, pure self-serve forever—is dead. Hila sees it clearly now working with advisory clients: the winners are running both motions simultaneously.

PLG gives you volume and reach. Sales gives you big contracts and revenue foundation. If you're pure sales-led, competitors will add PLG and steal your end-user advocates. If you're PLG-only, someone else will close the enterprise deals while you wait for product-led expansion.

But here's the catch: if you're sales-led trying to add PLG, the lift is massive. You need to convince your sales team to let unqualified leads into the product. Your marketing team needs to shift from MQLs to usage data. Your product team needs to build activation flows they've never thought about.

Starting with PLG from day one—even if you add sales later—is the easier path. Just ask Slack, Figma, and even Atlassian.

The Red Flags That You're Not Actually Committed

Founders say they're committed to PLG. Then Hila sees the reality: one person assigned to "figure it out" by borrowing resources from sales, marketing, and product. No dedicated team. No roadmap beyond launching the free tier.

The real red flags? Thinking PLG equals a free version. Assuming conversions will happen automatically. Not understanding that PLG requires 1-2 years of committed roadmap work, not a quarter-long project.

They are really doing this because it's trendy. They didn't think about the deeper strategic reason why this is a good fit for their business, right? Do you have a product that's relatively low complexity, doesn't require a lot of customization for the customer to see value, like time to value need to be relatively short?

— Hila Qu

If you're building software for Boeing or defense contractors with 3 total customers worldwide, PLG isn't your play. But for the vast majority of B2B software—even complex tools like Salesforce—there's a path.

The GitLab Playbook: How Open Source Became Enterprise Revenue

GitLab started as an open source DevOps platform. Developers used it for side projects. Then one day, their employer needed to consolidate point solutions across their DevOps stack.

That developer raised their hand: "I've been using GitLab forever. We should check them out."

The engineering manager signed up for a 30-day trial. They ran a proof of concept. The team was already using it. For small teams, they hit the pricing page and checked out with 5 seats. For enterprise accounts, GitLab's sales team saw the usage signal and reached out.

This is the dual conversion path that most PLG companies miss. Self-serve checkout for quick wins. Product-qualified leads (PQLs) for sales to close bigger deals. Both paths start with usage data, not marketing engagement scores.

Usage becomes so important and that's the biggest difference. From the usage, then you have two potential conversion paths. One is that if this product is not that expensive, the price point fits in most companies' budget, some companies may just use their credit card and they buy online, right? That's awesome.

— Hila Qu

Start With a Full Funnel Audit

Hila's first step with advisory clients isn't a growth experiment. It's a full PLG funnel audit. She goes through the entire journey as a semi-interested user: website to signup to aha moment to checkout.

The low-hanging fruit is staggering. Checkout forms so confusing that only internal employees understand them. Signup flows that ask for information users don't have yet. Aha moments buried 6 steps deep when they could happen in the first session with sample data.

The components you need before anything else: a free vehicle (trial, freemium, open source, or realistic interactive demo). Quick time to value with mini aha moments. Self-service checkout. Data infrastructure to track which features correlate with conversion. Simple pricing that doesn't require a sales quote.

Map your funnel on a whiteboard. Identify what's missing. Then walk through it as a user and find the friction points. That's where the leverage lives.