For B2B Startups • Seed to Series B

Data & Analytics
for GTM Teams

The insights your team needs, to grow the business faster.

Book a Discovery Call

30 minutes • No commitment

Works with your stack

What You Get

Your GTM team has the data.
I turn it into growth decisions.

You have the data. I'll show you what to do with it.

Lead Scoring

Know which leads to prioritize. I build scoring models from your actual conversion data.

Pipeline Attribution

See which marketing activities actually drive pipeline and revenue.

Marketing ROI

Know where every dollar goes and which channels deserve more investment.

From messy data to clear decisions.
In three steps.

I plug into your existing tools and start delivering in weeks.

1

Data Audit

I dive into your CRM and marketing data. Map what you have, identify gaps, and find quick wins.

2

Analysis & Insights

I find what's working and why. Build scoring models, map attribution, and surface patterns your team is missing.

3

Revenue Decisions

Clear recommendations on where to focus, what to cut, and how to grow.

Real Results

What this looks like in practice

From a recent engagement with a B2B SaaS startup.

Case Study • Series A B2B SaaS • ~40 Employees

How a Series A startup stopped guessing and started prioritizing with data

Challenge

Marketing team generating leads but no way to tell which ones would convert. SDRs spending equal time on every lead. No clarity on which channels actually drove pipeline.

What We Did

Built a lead scoring model from Salesforce data. Refined their ICP based on actual conversion patterns. Created pipeline attribution showing each marketing channel's true ROI.

Results

Team now prioritizes leads with confidence. Marketing spend allocated to channels that actually convert. ICP definition backed by data, not assumptions. Clearer pipeline visibility for leadership.

"We went from making gut-feeling decisions to having real data behind every GTM move. The lead scoring alone changed how our entire sales team operates."

Deep Dives
Guide

How to Find Your ICP Using Your Own Data

A 5-step process for defining your ideal customer profile from CRM data.

Read the guide →
Framework

The ICP Lead Scoring Framework

A 6-dimension scoring system that tells your team which leads deserve attention.

Get the framework →
Framework

Stop Counting Leads. Start Measuring Quality.

Turn raw lead volume into a quality score your team can act on.

Read the guide →
Honest Answers

I hear you.

"We don't think we have enough data."
If you have a CRM and 6+ months of marketing data, you have enough. A quick discovery call will tell us where you stand.
"How is this different from a BI tool like Looker?"
Looker and Tableau show you what happened. I tell you what to do about it.
"What tools do you work with?"
Whatever you use. Salesforce, HubSpot, Google Analytics, spreadsheets. I work with your existing stack.
"We can't afford a data analyst right now."
A full-time junior analyst costs $6K-$8K/mo. I deliver senior-level output at better cost efficiency. Start and stop based on need.
"We're planning to hire someone eventually."
I build the foundation: clean data, scoring models, dashboards. So your future hire hits the ground running.