Gabriel Cucos/Growth Engineer

Available for engagement · B2B SaaS · Remote

Engineering Predictable Pipeline.
Algorithmic Growth Loops.

I architect programmatic acquisition loops and full-funnel conversion systems to break revenue bottlenecks for high-scale B2B entities.

Initialize Growth AuditView Growth Experiments

Operating Principles

01

Programmatic Acquisition Loops

Building self-reinforcing inbound engines, programmatic SEO, and automated content distribution systems that scale without linear ad spend.

loops · programmatic-seo
02

Full-Funnel CRO & Telemetry

Eliminating conversion leaks through rigorous statistical experimentation, high-fidelity attribution telemetry, and friction-free user paths.

conversion · telemetry
03

Autonomous Revenue Ops

Engineering algorithmic lead scoring, instant data enrichment, and zero-touch pipeline routing that turn traffic into qualified pipeline.

revops · dynamic-routing
Engagement Model

<48h

Average turnaround to deliver an actionable growth & funnel diagnostic after intake review. Selective availability for B2B scale-ups only.

selective · async-first

Field Notes

Growth Blueprints & Teardowns

Advanced customTask Builder for GA Payloads

Pre-flight Payload InterceptionReduces compliance risk and improves ROAS via clean data.

Server-Side FPID Cross-Domain Tracking

Server-Side State SynchronizationReduces blended CAC by 15% via accurate cross-domain attribution.

GA4 Measurement Protocol DebugView: Server-Side Tracking

Server-Side Data IngestionReduces CAC through deterministic offline conversion attribution.
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Thought Leadership

Strategic Memos & Growth Mental Models

Programmatic GEO: Structuring Schema.org for LLM knowledge graph ingestion

Legacy SEO is dead. By 2026, generative engines like Google's SGE, Perplexity, and ChatGPT will no longer parse flat HTML to understand your B2B SaaS—they wi...

CTOs, Founders, and Growth Engineers22 min

Asynchronous closing scripts: Engineering cold email copywriting for 2026

Traditional cold email copywriting is a legacy bottleneck. By 2026, targeting tech executives—CTOs, VPs of Engineering, Founders—with generic, emotion-based ...

CTOs, Founders, and Growth Engineers19 min

Dominating latency bottlenecks in growth services via distributed tracing

Growth is inherently distributed, and latency is the silent killer of MRR. When your headless B2B SaaS scales, isolated APIs for billing, AI data extraction,...

CTOs, Founders, and Growth Engineers13 min
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Engagement

Ready to eliminate your pipeline bottlenecks?

Selective availability for growth architecture audits, programmatic inbound pipelines, and conversion rate engineering. No synchronous calls. No wasted cycles.

Initialize Growth Audit