Data-Mania
Est. 2012 · With Lillian Pierson, P.E.
The AI-Native Growth Assessment
Free · 5 Minutes
Most startups are using AI. Very few are AI‑native.

Is Your Startup Falling Behind Its AI-Native Competitors?

Take the 5-minute assessment to see how your GTM engine stacks up, where you’re losing ground, and what to fix first. Get:
Your AI-Native Growth Score (0–100)
A benchmark against peer startups
The one constraint costing you the most leverage
A sprint-by-sprint 90-day AI-native growth build plan
Built from research with 42+ B2B founders
By Lillian Pierson, P.E. · Trusted by Microsoft, Dell & Intel
Sample result: AI-Native Growth Score, benchmarked
Get Your Score Immediately
Three Deliverables, Zero Hype

You'll Walk Away With

01

Your AI-Native Growth Score

A 0–100 score, benchmarked against other startups. The average startup scores 37. AI-native growth organizations score 85+.

02

Your Biggest Constraint

Identified across 8 growth systems: positioning, messaging, metrics, content, demand gen, pipeline, AI infrastructure, and growth operations.

03

Your 90-Day Roadmap

Built for your stage and constraint: 6 two-week sprints with named deliverables, definitions of done, effort estimates, and the exact AI prompts to execute them.

The Gap
37 vs 85. The gap is systems.
37
Average Startup
85+
AI-Native
0
100

The average startup scores 37. The gap between 37 and 85 is systems, and systems can be built. That's exactly what your roadmap shows you how to do.

Zero AI Hype Inside

This assessment measures infrastructure: shared context, workflows, metrics, and operating rhythm. The stuff that determines whether AI is compounding growth or if you're just adding more tools (and subscription costs).

Who It's For

Built for launched B2B startups between first customers and $6M ARR.

Pre-launch? You'll get routed to the right starting point too.

Lillian Pierson, P.E.
Who's Behind This

Created by Lillian Pierson, P.E.

Fractional CMO and GTM Engineer for B2B, AI, and data startups. I built this assessment from the same diagnostic I run inside client engagements, calibrated against research with 42+ B2B founders.

20+
Years
2M+
Professionals Trained
10%
Of the Fortune 100

Trusted by Microsoft, Dell, and Intel.

Before You Start, Proof

A Sneak Peek Of What You're Getting

Your Score, Onscreen
Assessment result: your AI-Native Growth Score, benchmarked

Your 0–100 score against the pilot benchmarks, plus a stage snapshot of where you stand.

Your 90-Day Roadmap
Assessment result: sprint-by-sprint 90-day roadmap

Six two-week sprints with deliverables, definitions of done, effort estimates, and the prompts to execute.

Take It Now · Your Score Will Show Onscreen
The Assessment
The AI-Native Growth Assessment

Free · 5 Minutes
Most startups are using AI. Very few are AI‑native.

Is Your Startup Falling Behind Its AI-Native Competitors?

Take the 5-minute assessment to see how your GTM engine stacks up, where you’re losing ground, and what to fix first. Get:
Your AI-Native Growth Score (0–100)
A benchmark against peer startups
The one constraint costing you the most leverage
A sprint-by-sprint 90-day AI-native growth build plan
SEE HOW YOU STACK UP
Built from research with 42+ B2B founders
By Lillian Pierson, P.E. · Trusted by Microsoft, Dell & Intel
Sample result: AI-Native Growth Score, benchmarked
Get your score immediately