Gabriel Cucos/Growth Engineer
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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

Safari ITP Realities & GA4 Pipeline Resilience

Edge Session Rehydration-40% attribution decay

Automated Cookie Audits via BigQuery and Headless Chrome

Headless Pipeline Telemetry-90% compliance audit overhead

Controlling sGTM FPID Cookies for B2B Tracking

Server-Side Tagging GovernanceReduces compliance audit liabilities and recovers 12% lost attribution data
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Thought Leadership

Strategic Memos & Growth Mental Models

Architecting an AI lead qualifier: Zero-touch B2B conversion pipelines for 2026

Static forms are dead capital. In 2026, forcing a high-intent enterprise prospect to wait 24 hours for SDR triage guarantees lead decay and negative CAC yiel...

CTOs, Founders, and Growth Engineers24 min

Database sharding strategy: Partitioning high-growth SaaS tables across nodes

Monolithic relational databases inevitably break under asymmetric SaaS scale. Once your core transactional tables cross 500 million rows, standard vertical s...

CTOs, Founders, and Growth Engineers25 min

Key metric targets: LTV/CAC > 3x, Payback < 12 months in 2026

Legacy B2B SaaS unit economics are systematically flawed. Founders and growth operators continue to calculate LTV/CAC ratios using blended acquisition costs ...

CTOs, Founders, and Growth Engineers20 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