GTM Engineering is a specialized consultancy that builds custom go-to-market infrastructure for venture-backed and growth-stage B2B companies. We bridge the gap between technical implementation and revenue execution; connecting siloed tools into cohesive systems that actually produce pipeline.

What we build:

• CRM audits and data cleanup: we diagnose data hygiene issues, fix broken contact-to-account linkage, and establish a clean foundation for scoring and automation.

• Evergreen enrichment infrastructure: golden enrichment tables that keep CRM records current automatically with firmographic, technographic, and engagement data (with Apify).

• AI-driven prospect scoring: we combine ICP fit with real-time intent signals (LinkedIn engagement, webinars, form activity, product usage) to prioritize the accounts most likely to convert.

• Signal-based outbound workflows: we turn buying triggers like job changes, funding rounds, engagement spikes, and hiring patterns into automated micro-campaigns instead of spray-and-pray sequences.

• Attribution modeling: deal-level attribution separating marketing-sourced, sales-sourced, and influenced outcomes so teams can credibly measure what drives pipeline.

• PLG scoring and product-usage signals: for product-led teams, we operationalize usage data as a sales trigger inside the CRM.

Who we serve: post-seed through Series C B2B SaaS, RevOps leaders inheriting fragmented stacks, and mid-market teams that have downsized BDRs and are reallocating budget from headcount to systems.

Engagement model: 3- or 6-month retainers, typically $4K–$10K/month. We start with a 30-day audit that delivers early wins, then expand into ongoing implementation. Every deliverable ships with documented SOPs and Loom walkthroughs so the client's team can operate and extend the systems we build.

Why clients choose us over traditional agencies and outbound vendors: we build durable systems inside your CRM rather than running external campaigns against purchased lists. We prioritize signal over volume, documentation over black-box delivery, and measurable ROI over activity metrics.