Growth pilots for developer tools

Four weeks. Two real growth experiments. A decision every Friday.

I don't join as your fractional CMO. I run two experiments with your real users and channels, kill or keep each one with you every Friday, and hand over what moved the number.

For developer-tool and AI-product teams that don't have a growth lead yet.

Twelve years of developer marketing at JetBrains, Lightrun, Odigos and Radar.

The booking form asks three things: Team size · What the product does and who uses it · Monthly marketing budget.

Radar by Skyhook: unbranded AI answers 3/48 → 8/46 in eight weeks. GitHub stars 2,459 → 3,272 in ten.

12+
Years in developer and B2B marketing
2
Experiments in every pilot
4
Weeks from kickoff to decision
Scroll

Who it's for

A developer-tool or AI-product company with a team, a working product and no growth lead yet. If you're a solo founder, the pilot still runs, prepaid and fixed-end. How a pilot runs

Trusted by teams at

JetBrainsHuaweiLightrunOdigosBitcoin.comVeeamCAROL Bike
Process

How a pilot runs

Step 01

Week 1: baseline and two experiment cards

A baseline of the current funnel, then two cards: one product, one audience, one message, one channel, a metric and a stop date

Step 02

Weeks 1 to 4: run, review every Friday

Both experiments run with your real users and channels. A written Friday review decides continue, change or stop

Step 03

Day 28: readout and handover

Results and hours spent, and what to keep running. You keep everything

About
Daria Dovzhikova, growth pilot lead for developer tools
Daria Dovzhikova

Growth pilots for developer tools

Developer-First PMM,
Backed by a Decade of Results.

I'm Daria. I spent 7 years scaling go-to-market at JetBrains, then led PMM and growth at Lightrun and Odigos, and have worked with 20+ developer-first companies across DevTools, fintech, and AI/ML. Reforge alum. Now I run GTM Labs: four-week growth pilots for developer-tool and AI-product founders who don't have a growth lead yet. Two experiments with your real users and channels, a decision every Friday, and a handover of what worked.

Core Expertise

Product Marketing & Positioning95%
Developer Go-to-Market92%
Attribution & Measurement92%
AI Search Visibility Measurement88%

Nail positioning for technical audiences

Messaging that survives developers, SREs, and the economic buyer in the same room. Generic enterprise copy does not work here, and neither does the reverse.

Launch products developers actually adopt

From beta to GA, launch packs built per channel, with the comparison pages and enablement a Director of PMM would own in their first quarter.

Measure what the work moved

Every experiment card names its metric before it runs, and the Friday review reads it. Week one is a baseline across answer engines, search, and product analytics; day 28 is the same read. You get the delta, in numbers.

Testimonials

Testimonials

Two people I worked alongside, at Veeam and at JetBrains, on what it is like to work with me.

Daria is one of the brightest people I've had the pleasure to work with. She has an amazing ability to work under pressure, great analytics skills and strong communication skills. She is easy to work with, determined, self-organized and goal-oriented. Daria is truly a valuable resource.
OS
Former colleague
Olga Starodubova
Sr. Director, Digital Marketing at Veeam Software
Daria is the best Product Marketing Manager I've had a chance to work with at JetBrains, and one of my all time best hires. She has that one super valuable trait that many lack: she always looks for the 'why' behind every problem she faces. She can bring a lot of value at a senior or C-level marketing or product position.
JG
Former colleague
Jura Gorohovsky
PMM Expert, Ex-JetBrains
FAQ

Common Questions

Seed to Series A developer-tool and AI-product companies with a working product and no growth lead.

The first week covers the diagnosis. Founders this year asked for tests with real users, not a document.

One product, one audience, one message, one channel, a metric and a stop date.

About an hour a week from the founder, and access to the channels and analytics the experiments use.

You keep everything. If something worked, Continuation picks it up month to month. Maintain keeps it running. Expand adds one new experiment a month. Either way, 30 days' notice, no retainer theatre.

Pre-product teams and anyone looking for a full-time hire. Not a fractional CMO retainer. Not a strategy-first engagement. Not for teams that already have a growth lead.

Start a pilot

Let's see if two experiments fit.

Thirty minutes. We’ll pick two tests you can actually run, and what "kill" looks like on Friday.

For developer-tool and AI-product founders who don't have a growth lead yet.

The booking form asks three things: Team size · What the product does and who uses it · Monthly marketing budget.

Daria Dovzhikova, growth pilot lead for developer tools

Daria Dovzhikova

Growth pilots for developer tools

I run growth pilots for developer-tool and AI-product companies: two experiments with real users and channels, a decision every Friday, and a handover of what worked.

DevToolsFintechAI/MLOpen SourceProduct MarketingDeveloper GTM