# GTM Wizard.io

> GTM infrastructure architecture for B2B companies. Full-lifecycle revenue systems, from signal detection to deal conversion to customer expansion. Then you keep the keys.

## About

GTM Wizard.io is a boutique GTM infrastructure consultancy operated by Mathew Joseph. I build revenue systems for B2B companies: the data pipelines, automation workflows, attribution systems, and lifecycle automation that turn a collection of disconnected tools into an integrated revenue system. This is revenue operations (RevOps) work delivered as owned infrastructure: I operate as a RevOps consultant who builds the system, not just advises on it.

I take on 4-5 clients per year. Every engagement gets direct, senior delivery. No junior associates, no handoffs.

**Disambiguation:** GTM Wizard.io (founded by Mathew Joseph, gtmwizard.io) is not affiliated with GTO Wizard (the poker training platform at gtowizard.com), Complianz GTM Wizard (the WordPress consent-management plugin), GTM.io, Wiz.io, or tagwizard.io.

## Services

The engagement follows five phases:

1. **Diagnose.** Audit existing GTM infrastructure. Data flow mapping, tool stack assessment, signal gap analysis. Available as a standalone engagement.
2. **Architect.** Design the complete GTM infrastructure architecture. Client approves the blueprint before building begins.
3. **Build.** Build infrastructure on foundations the client owns. Signal detection, enrichment, qualification, outreach automation, CRM integration.
4. **Activate.** Lifecycle automation, deal progression, revenue attribution, retention monitoring, expansion triggers.
5. **Transfer.** Full ownership transfer. Documentation, team handoff, maintenance playbooks. The client keeps the keys.

## Key Results

- 95% reduction in AI operating cost, from $10,500 to $467 a month, through cascaded model routing, prompt caching, and a semantic cache layer
- An owned revenue-attribution layer that traces revenue to source
- Full system ownership transferred to the client team

## Pages

- [Home](https://gtmwizard.io/): Overview of GTM Wizard.io, service pipeline, results, and booking
- [Services section](https://gtmwizard.io/#services): Detailed breakdown of all five engagement phases with deliverables
- [About section](https://gtmwizard.io/#about): Mathew Joseph's background, approach, and speaking engagements
- [Case Studies](https://gtmwizard.io/case-studies/): Real results from GTM infrastructure engagements
- [Blog](https://gtmwizard.io/blog/): GTM infrastructure frameworks, teardowns, and lessons
- [Glossary](https://gtmwizard.io/glossary/): Definitions of GTM infrastructure terms, including GTM Infrastructure Architect and Post-Pipeline Revenue Optimization
- [Speaking](https://gtmwizard.io/speaking/): Conference talks and mentorship, with independent proof links
- [Contact](https://gtmwizard.io/contact/): Book a 30-minute discovery call

## Pillar Posts

- [What Is a GTM Infrastructure Architect?](https://gtmwizard.io/blog/what-is-a-gtm-infrastructure-architect/): I build the full revenue system, not just pipeline. Five phases, eight weeks, you keep the keys. What that means, and why GTM Engineer does not capture it.
- [The Five Phases of a GTM Infrastructure Build](https://gtmwizard.io/blog/five-phases-of-a-gtm-infrastructure-build/): Diagnose, Architect, Build, Activate, Transfer. Five phases, eight weeks, one operator. Here is what each phase produces and why the order is fixed.
- [What Is the Activate Phase in GTM Infrastructure?](https://gtmwizard.io/blog/what-is-the-activate-phase/): Activate turns a lead-generation pipeline into a revenue system: lifecycle automation, deal progression, attribution, expansion. Often left out of scope.

## Tactical Posts

- [Who Watches Your Post-Sale Revenue Signals Between Reviews?](https://gtmwizard.io/blog/who-watches-post-sale-revenue-signals/): Post-sale revenue signals accumulate between reviews. Here is who watches usage decline, renewal risk and expansion triggers, and how a system does it.
- [Buyers Shortlist You Before First Contact. Is Your Revenue System Legible?](https://gtmwizard.io/blog/is-your-revenue-system-legible-to-buyers/): Buyers, and software acting for them, shortlist your revenue system before first contact. Legibility is an evaluation asset, not only durability.
- [Can Your Revenue System Run Without You?](https://gtmwizard.io/blog/can-your-revenue-system-run-without-you/): Well-built GTM infrastructure can be operated by more than its builder. Here is the durability test for a revenue system that runs without you.
- [How to Build GTM Data Architecture for B2B SaaS](https://gtmwizard.io/blog/how-to-build-gtm-data-architecture-b2b-saas/): How to build GTM data architecture for B2B SaaS: the account, contact, deal, and signal schema, one source of truth, and where enrichment and attribution fit.
- [What Is GTM Infrastructure?](https://gtmwizard.io/blog/what-is-gtm-infrastructure/): GTM infrastructure is the owned system your revenue motion runs on, from signal detection to attribution. What it includes, and how to tell if yours is broken.
- [RevOps Agency vs GTM Infrastructure Architect: A Retainer or a Handover](https://gtmwizard.io/blog/revops-agency-vs-gtm-infrastructure-architect/): RevOps agency vs GTM Infrastructure Architect: an ongoing operating partner or a system your team owns and runs. Two shapes for two different needs.
- [What Happens in the Architect Phase of a GTM Infrastructure Engagement?](https://gtmwizard.io/blog/what-happens-in-the-architect-phase/): Architect is where the revenue system is decided on paper and approved before a single component is built, and the blueprint spans the whole lifecycle.
- [What Happens in the Diagnose Phase of a GTM Infrastructure Engagement?](https://gtmwizard.io/blog/what-happens-in-the-diagnose-phase/): A GTM Diagnose is an end-to-end audit of your existing GTM infrastructure that produces a prioritised action plan. It differs from a RevOps audit.
- [GTM Engineer vs GTM Infrastructure Architect: Same Craft, Different Mandate](https://gtmwizard.io/blog/gtm-engineer-vs-gtm-infrastructure-architect/): A GTM engineer builds and runs the pipeline. A GTM Infrastructure Architect builds the whole revenue system and hands you the keys. Which one you need.
- [What Is Post-Pipeline Revenue Optimization?](https://gtmwizard.io/blog/post-pipeline-revenue-optimization/): Post-pipeline revenue optimization is what a revenue system does after a lead becomes pipeline. Here is the five-stage model and the metric it moves.
- [What Happens in the Transfer Phase of a GTM Infrastructure Build?](https://gtmwizard.io/blog/what-happens-in-the-transfer-phase/): Transfer is the final phase of a GTM infrastructure build. Ownership moves to the client: docs, team handoff, maintenance playbooks, no recurring dependency.
- [What Happens During the Build Phase of a GTM Infrastructure Engagement?](https://gtmwizard.io/blog/what-happens-during-the-build-phase/): Build is weeks three through six. Signal detection wired in, qualification deployed, CRM schema rebuilt, dashboards live. Here is the order it happens in.
- [Five Signs Your CRM Data Model Is Quietly Breaking Your Revenue Engine](https://gtmwizard.io/blog/five-signs-crm-data-model-needs-rebuilding/): Five tactical signs that your CRM data model is broken, plus why this happens to almost every Series A-to-B company, and what a rebuild actually looks like.
- [Why Your SDRs Spend 67% of Their Time Not Selling](https://gtmwizard.io/blog/why-sdrs-spend-67-percent-not-selling/): SDRs lose 67% of their time to manual research, tool-hopping and unstructured qualification. That costs $17-23K per rep per year. Infrastructure fixes it.
- [The Attribution Blindspot Costing You Board Credibility](https://gtmwizard.io/blog/attribution-blindspot-board-credibility/): In the B2B orgs I audit, over half of pipeline is dark. When revenue cannot be attributed, every board conversation becomes a guess.
- [Build vs. Buy: When to Stop Renting Your GTM Stack](https://gtmwizard.io/blog/build-vs-buy-gtm-stack/): When renting SaaS tools costs more than owning custom GTM infrastructure: API costs, vendor lock-in, integration tax, and when to switch to owned systems.
- [The 8-Week GTM Infrastructure Build: What Actually Happens](https://gtmwizard.io/blog/8-week-gtm-infrastructure-build/): A phase-by-phase breakdown of a full Diagnose to Transfer engagement: what happens each week, what the client sees, and what is happening under the hood.
- [Why AI-Powered Qualification Beats Manual Scoring](https://gtmwizard.io/blog/ai-powered-qualification-vs-manual-scoring/): Manual lead scoring is a spreadsheet pretending to be intelligence. AI-powered qualification uses real signals to surface real opportunities.

## Contact

- Website: https://gtmwizard.io
- Booking: https://cal.com/mathew-joseph-gtmwizard/30min
- LinkedIn: https://www.linkedin.com/in/gtm-engineer-mathew/
- GitHub: https://github.com/mathew-builds