Where the Experience Optimization Framework Comes From

The Experience Optimization Framework’s roots trace back to Alex’s 2015 book, Small Business Big Money Online, which described a five-step optimization process: Discovery, Hypothesis, Execution, Review, Scale. Two of today’s six stages, Prioritize and Personalize, didn’t exist in that early version. The underlying discipline, diagnose before you guess, test before you commit, feed results back into the next round, is the same idea, a decade of applied work later.

The two books, and where this lineage comes from

“Author of two ecommerce and small-business marketing books” is cited here as authority, not as the offer. The first, Boost E-commerce Sales and Make More Money (2014), is a tactical, 300-tip book: hands-on conversion, traffic, and testing advice built from applied client work. The second, Small Business Big Money Online (2015), is where the applied tactics were organized into an actual named process for the first time: a module called the “Marketing Optimization System” (Chapter Three, p. 66), built around a five-step process (p. 66-79):

  1. Discovery (Step 1, p. 71)
  2. Hypothesis (Step 2, p. 72)
  3. Execution (Step 3, p. 75)
  4. Review (Step 4, p. 77)
  5. Scale (Step 5, p. 78)

This list and its page numbers are copied verbatim from the 2015 book’s own table of contents, not reconstructed from memory. The 2014 book supplies supporting lineage, the applied groundwork this five-step process was later organized from, but does not itself name a formal process; see the Book 1 checklists for what that tactical groundwork actually looked like.

What carried forward, and what’s new

Three of today’s six stage names appear almost unchanged; two are genuinely new.

  • Discover (2026) is the direct descendant of Discovery (2015): find out what’s actually happening before acting on it.
  • Experiment (2026) descends from Hypothesis and Execution (2015) combined: form a specific, testable idea, then test it on real traffic rather than shipping it on opinion.
  • Learn (2026) descends from Review (2015): take the result and turn it into something useful for the next round.
  • Scale (2026) is the same stage, same name, eleven years later.
  • Prioritize and Personalize are genuinely new stages, added as the practice matured: deciding what deserves the next dollar before acting on it, and showing a more relevant experience only where a real difference in visitor need justifies it.

What didn’t change

The loop itself. The 2015 five-step process wasn’t a one-time checklist either, it fed into an ongoing “Bottom Line Growth Plan” phase in the same book. The core belief, that optimization compounds through repetition rather than a single fix, is the same belief the six-stage loop formalizes today.

The 2015 book’s foreword

The 2015 book’s foreword and advance praise were written by Bryan E. This endorses the 2015 book and Alex’s work at the time, not today’s retainer offer, and is included here strictly as historical context, not current positioning.

Related reading

If you want to see how this framework applies to your own site today, book a consultation.