How long does this take?

About 5 minutes: 25 questions across 5 sections, each a single multiple-choice answer.

Will my answers be private?

Yes. We never share your answers or email. We use them only to generate your gap report and to send the report (and occasional, relevant follow-ups) to the address you give us. You can unsubscribe anytime.

How is this different from a Tech Audit?

This is a self-assessment you complete in 5 minutes. Our Tech Audit is a paid, multi-day diagnostic performed by our engineers against your actual codebase and infrastructure. This tool helps you decide whether that deeper audit is worth it.

That's normal for pre-Series-A teams who shipped fast; it's not a failing grade. The gap report shows exactly what to address first, in priority order, so a low score is just a clear to-do list.

Can I share my result with my team?

Yes. The gap report is written to be shared: copy it into a doc, or forward the emailed version to your co-founder or engineers.

Free: AI Marketing Stack Audit

25 questions. 5 minutes. A tailored gap report. Score your AI marketing stack across infrastructure, data, integrations, production readiness, and security, then see exactly what to fix first.

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What to expect

Three things you will walk away with

No fluff. A score, a benchmark, and a concrete list of what to fix: generated entirely from your answers.

A stack maturity score

A 0-100 score across AI infrastructure, data, integrations, production readiness, and security: built from your own honest answers.

A benchmark comparison

See where you sit against a directional benchmark for pre-Series-A AI marketing teams. Labelled as an estimate, never fabricated data.

Three specific gaps with next steps

For every weak section, a plain-English explanation of the gap, why it bites at scale, and the single next action to take.

From audit to architecture

Turn your gap report into a production-grade AI marketing stack

A score is useful. Action is better. We build the infrastructure, data pipelines, and AI models your audit says you need: from LLM routing to production monitoring.

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The five dimensions

What the audit measures

Each section probes a dimension that separates a one-off marketing experiment from a production-grade AI marketing operation.

AI Infrastructure

LLM routing, provider management, cost controls

Data & Pipelines

Ingestion, cleaning, enrichment, feature stores

Integrations

Martech / CRM / ad-platform connectivity

Production Readiness

Deployment cadence, monitoring, evals

Security & Governance

Auth, data handling, compliance stance

Build what the report prescribes

AI marketing infrastructure, shipped

From content engines to outbound automation: we build the production systems that close the gaps your audit surfaced.

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Related capabilities

What we build for AI marketing teams

These are the production systems your audit score helps you decide whether you need.

Audit FAQ

About 5 minutes: 25 questions across 5 sections, each a single multiple-choice answer.

Ready to close the gaps?

We build production-grade AI marketing products. Schedule a meeting and turn your gap report into a prioritised plan.

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