The evidence behind the engineer.
Original research to understand the category. Sourced playbooks to run the work. This is the library Elana learns from and your team can inspect.
Research gives you the map. Playbooks give you the moves.
No generic AI summaries. Every number has a methodology. Every play has a source.
The GTM Engineer market is forming in public.
We screened 29,375 public postings and analyzed 201 functional GTM engineering roles to map the job, stack, compensation, coding bar, and control gap.
How breakout AI companies actually grow.
Forty sourced plays from 15 companies. Each one carries the move, the receipt, what to steal, and where copying it would fail.
Elana never proposes from thin air.
The research defines the market and the operating problem. The playbooks preserve what real companies tried and what happened next. Elana uses both to propose work against your numbers, with provenance attached.
See how Elana works →