GTM work, done by
AI-native operators.

We run the prospect research, buying-signal monitoring, competitor intel, content refresh, and community listening your team is paying SDRs, VAs, agencies, and SaaS tools to half-do. Output lands every week. The system is yours to keep.

Built At

Coefficient
Elementum
Bitwave
Sigma Computing
Human Interest
Coefficient
Elementum
Bitwave
Sigma Computing
Human Interest
Coefficient
Elementum
Bitwave
Sigma Computing
Human Interest

Autopilots

Five GTM Autopilots

Each one replaces a budget line your team already pays for. Output lands in your stack on a fixed cadence. The playbook stays with you.

Account Research Autopilot

Daily account packets with firmographics, tech stack, hiring signals, recent funding, leadership change, and a tailored opening hypothesis. Replaces SDR pre-call research, sales-research VAs, and list-build agencies.

Buying Signal Monitor

Daily signal digest per account: job changes, funding, M&A, hiring spikes, product launches, RFP-style language on review sites. Replaces UserGems-style tools and manual intent tracking.

Competitive Intel Autopilot

Weekly competitor change log: pricing, positioning, new content, new hires, new comparison pages, win-loss patterns. Replaces Klue, Crayon, and the Slack thread nobody opens.

Content Refresh Autopilot

Monthly refresh queue for the pages that decayed. Fresh angles tied to current product. Draft updates ready for a one-pass edit. Replaces content audit agencies and the backlog labeled 'we should update the blog.'

Reddit / Community Intent Autopilot

Daily intent digest from Reddit, Hacker News, Indie Hackers, and target Slack communities: buyers asking questions you can answer, with a recommended response posture. Replaces social listening SaaS and abandoned community projects.

Custom Autopilot

Same operating model, your wedge. Sales-call mining, win-loss synthesis, account-tiered SDR sequences, lifecycle email refresh, partner-channel intel. If it is GTM work that runs weekly and never quite gets done, we can build it.

How it works

From signal to completed work in 2-4 weeks

Most Autopilots go live in two to four weeks. Output lands in the tools your team already runs: Slack, Notion, HubSpot, Salesforce, Linear, or wherever the work needs to show up.

Map

We pick one Autopilot: account research, buying signals, competitor intel, content refresh, or community intent. We map the inputs, the cadence, and the receipts.

Design

We design the workflow with evidence gates, human review where judgment matters, and an audit trail under every output.

Build

You get the live Autopilot inside your stack. Weekly output starts the first week. Documentation, playbook, and run history come with it.

Handoff

The Autopilot is yours. Prompts, workflows, evidence schema, and operator notes stay with your team when the engagement ends.

Testimonials

What clients say

Julian takes clear ideas and turns them into fully executed AI go-to-market builds — with extreme ownership and zero ego. If you want someone who can own your AI GTM build from scratch, hire Julian.

Hannah Recker

Head of Growth Marketing, Coefficient

We reached out to Julian for help with content marketing automation. His expertise in AEO and GEO got us experimenting fast — glad we didn't try to build it alone.

Anna Vysokikh

Founder, properbasics.com

Julian is by far the most responsive, creative, and proactive GTM expert I've ever worked with. He's not just doing things for me, but teaching me why what he's doing works and he makes me confident in our approach every single time. 10/10

Sinan Ozdemir

AI Author & YC Founder, 6x Published, Johns Hopkins

Pricing

Pick a wedge. Launch one Autopilot. Operate it weekly.

GTM Signal Audit

for qualified accounts

$0one-time

A diagnostic for one wedge currently outsourced or under-served. You leave with the leak, the baseline, and the Build scope.

  • Wedge diagnosis and measurable baseline
  • Top three Autopilot fits with effort estimate
  • Fixed-scope Build menu and pricing

The Build

from

$6,000per Autopilot

Launch one Autopilot in 2-4 weeks. Output lands in your stack the first week. Playbook and audit trail come with it.

  • One Autopilot live in 2-4 weeks
  • Weekly output starts week one
  • Playbook, evidence schema, and handoff

The Engine

from

$2,500/month

We run the Autopilot weekly. We tune it monthly. We add a new wedge each quarter.

  • Weekly run, monthly tuning, change log
  • One improvement per month
  • Quarterly wedge expansion

The Stack

from

$5,000/month

2-5 Autopilots run as one system. Shared signal layer, shared playbook, weekly operator summary.

  • 2-5 Autopilots run as one system
  • Shared signal layer and shared playbook
  • Weekly operator summary across all wedges

FAQ

Common questions

Bring one wedge. Leave with a measurable baseline and a price.

30 minutes. We map the wedge, identify the leak, and scope the Autopilot. If the wedge isn't strong enough to automate yet, we say that before you spend a dollar.

Currently booking for May 2026.