Jeff Cai
Marketing analytics consultant · retail & lead generation

Stop debating which number is true.

The tech voice in the business room. The business voice in the tech room.

You have three dashboards and see three different numbers.

The meeting turns into an argument about whose number is right. The decision you actually need to make must wait until everyone trusts the data underneath it.

What you need is trust. Decisions can only be made off of data you trust. You need one set of numbers your whole team can stand behind.

One number everyone believes.

Most consultants sell a deliverable: an audit, a dashboard, a deck. What I build is different, and it takes four steps:

01

Get the foundation right

Fix the tracking and the data at the source, so the numbers are correct before anyone reads them.

02

Align every stakeholder

Agree on definitions and metrics across marketing, finance, and engineering, so one number means one thing.

03

Build the reporting together

People trust what they helped build, so the reporting is made with your team, not delivered to it.

04

Teach teams to read their own data

So the trust holds after I leave, not just while I'm in the room.

This isn't a one-time deliverable. Every step exists to produce the same outcome: one number everyone trusts.

Three ways to work together.

Fractional analytics leadership
Own the direction. I hold the analytics seat on your leadership team, set the roadmap, and make the calls, without the cost of a full-time hire.
Starting at [$10k/mo]
Advisory retainer
Guide the decisions. Ongoing counsel for your team and your executives: an outside read on the data, the strategy, and the numbers behind both.
Starting at [$5k/mo]
Foundation
Make the data trustworthy. A scoped first engagement that gets the tracking and reporting into a state you can make bets on. Often where a longer relationship starts.
Starting at [$10k]

The number that moved.

A sample of problems I solved and what changed. Names and details are protected under NDA.

40+ franchise locations
One source of truth

A franchiser's 40+ locations each tracked leads differently, so nobody could compare performance or trust a total. Rebuilt the event taxonomy and consolidated everything into one dashboard used daily for decisions, internally and externally.

Every channel confounded
Recovery, tracked to baseline

Revenue looked soft right after a site overhaul, a new consent banner, and a new email system landed in the same quarter, with SEO and paid media shifting too. No single cause could be isolated, so tracked every channel back to baseline instead and presented the recovery to the C-suite, who held spend steady into next quarter.

If someone you trust sent you here, we should talk.