Integrated Growth Systems · AI Search Visibility · Detroit

The playbooks are breaking. The next ones get built here.

FRDT Lab connects search, data, technology, marketing, and revenue into one operating system that finds, validates, and scales growth. What I'm doing in-house, I'm helping other companies do.

Find the signal Build the system Compound the growth
Detroit cityscape, the lab's home ground Detroit-rooted · Future-facing
Built from real operating experience
US Search Awards 2026
SHORTLISTED 3×

Best Use of Search · Best Use of Data · Best In-House Team.

28.51% → 83.43%

Search visibility in one quarter, April to June 2026.

1,820

Products rebuilt across 3 sites with one ruleset, in about 90 days.

~20 yrs

Growth marketing, search, analytics, operations, and leadership.

Stages: SMX · BrightonSEO · Pubcon · HeroConf · Engage · Zenith · MN Search Summit

The Thesis

Everything else decays. A few things compound.

01 / Campaigns

Campaigns expire.

02 / Systems

Systems learn.

03 / Evidence

Evidence compounds.

The strongest growth teams do not start over every quarter. They build infrastructure that gets smarter with every campaign, customer, search, test, and decision.

What is FRDTLAB

FRDT Lab is where growth strategy becomes infrastructure.

Most companies have plenty of data, platforms, campaigns, and dashboards. What they lack is a system that connects them.

I work across search, paid media, content, analytics, customer behavior, merchandising, technology, and operations to find the signals that matter, validate them across independent sources, and turn them into decisions teams can act on. Cross-validation prevents expensive decisions based on incomplete evidence.

The work combines nearly 20 years of growth marketing and operating experience with modern AI, automation, and agentic systems.

The technology is new. The operating logic is not.
  • 01Growth IntelligenceWhere the opportunity is hiding
  • 02Growth ArchitectureOne operating model, every channel
  • 03Search + AI VisibilityFound and recommended by machines
  • 04Agentic Marketing SystemsOperating knowledge into workflows
  • 05Measurement + Decision SystemsEvidence teams can act on
How We Build

A loop, not a launch. Each pass compounds the last.

No channel gets read alone. Search, paid media, customer behavior, competitive intelligence, product data, and revenue reconcile into one picture before anything ships.

AI does not rank content. It calculates confidence.
→ 01

Sense

  • Customers · search
  • Competitors · performance
→ 02

Structure

  • Validate across sources
  • Model the opportunity
→ 03

Build

  • Systems · content
  • Workflows on evidence
→ 04

Measure

  • Cross-validate results
  • Learn
→ 05

Compound

  • Every cycle makes the
  • next decision smarter
Work with me

Ways to work with FRDT Lab.

Work With Me

Free · The Signal Report

What changed. What matters. What to do next.

Research on AI discovery, search, marketing systems, agentic workflows, customer behavior, and growth infrastructure. No trend-chasing. No dashboard theater.

Or download the Signal Report now →

Not sure where you stand? Take the 2-minute AI Visibility Scorecard →

Want it done for you? The AI Visibility Audit →

From idea to a body of work
Amanda Friedt presenting on the main stage at SMX Search Marketing Expo On stage · SMX

This is already real, and already moving.

Client engagements, research, publishing, speaking, and a studio are live now. The agentic systems running in-house are becoming the systems clients hire. See what's active, what's forming, and where it's going.

See what's in motion →
The Studio

Some ideas need to be seen before they can be explained.

Original acrylic painting of an eye in deep purples with roses Studio · Original work

People feel a painting before they can explain it.

That first feeling is a signal.

The studio is where FRDT Lab explores how visual thinking, storytelling, and creative experimentation help people understand complex systems. Original work, available to collect.

Studio drops coming soon · Subscribe for first look →
Beyond the client work

Better systems should create more room for people, not less.

FRDT Lab also supports research, education, creative work, and leadership initiatives built on that idea.

Explore Unapologetic Leadership
Amanda Friedt, founder of FRDTLAB
"I've spent nearly 20 years watching where growth teams lose signal, context, time, and revenue. FRDT Lab is where those operating lessons become systems that learn and compound."
Amanda Friedt · Founder, FRDT Lab · 3× US Search Awards Finalist 2026 Search nerd. Systems builder. Revenue-focused operator.

The old operating system

Platforms reward clean signals, not your org chart.

Research No. 001: The Competence Trap →