AI & Dev Tools growth, with senior-team execution.
Technical buyers, technical content, new SERPs to win.
What we hear first.
- Zero presence in AI Overviews and LLM answers
- Technical buyers who see through fluff
- Product-led growth without lifecycle to match
What the engagement unlocks.
- Entity and citation strategy for the new SERP
- Documentation and developer content that ranks
- Lifecycle that turns PQLs into pipeline
Where we create the most leverage for ai & dev tools.
Drawn from how we actually run engagements with this business type — not hypotheticals.
Entity and citation strategy for the new SERP — getting cited in AI Overviews and LLM answers, not just ranked, via schema, Wikidata, and quotable structure (methodology: 'winning the AI Overview').
Documentation and developer content that ranks — technical buyers who see through fluff get real depth, engineered for crawlability and internal link graphs.
Lifecycle that turns PQLs into pipeline — product-led signals wired into a nurture that respects how technical buyers actually evaluate.
Original data as a moat — benchmarks, public dashboards, and tooling that earn developer links (methodology: 'original data is the only SEO moat').
Senior-only delivery: a technical operator who reads your docs also ships the growth engine.
What the model is built to deliver.
Methodology-based estimates from our 90-day sprint model and published engagement stats — not guaranteed past-client results.
Forecast-backed 90-day plans with named owners — the model behind 60+ brand engagements (brandsScaled: 60+).
Built for <6mo median payback on acquisition spend (paybackMedian: <6mo, canonical brief).
- Entity authority in AI Overviews + LLM answers
- Documentation that ranks for developer queries
- Lifecycle converting PQLs into pipeline
What we typically ship for ai & dev tools.
Strategy & Growth Consulting
A growth plan that survives the org chart.
View Strategy & Growth Consulting →Content & Editorial Engine
Editorial that moves pipeline, not just readers.
View Content & Editorial Engine →Conversion Rate Optimization (CRO)
A/B testing as a system, not a series of bets.
View Conversion Rate Optimization (CRO) →