Agent Library · Conversion IO

A/B Testing Framework

A complete A/B Testing Framework agent library — 12 column prompts, each written out in full with its questionnaire and the fields it produces, ready to run in your own workspace.

  • 12column prompts
  • 6part instructions
  • 1time payment
  • ∞yours to keep

The Notion template

What you duplicate into your workspace

One page with the library’s database — a column per prompt, in the order they run — and every column prompt written out underneath it, ready for Notion AI autofill.

A/B Testing Framework open in Notion on a desktop: the Prompt Library database with its column prompts as columns
The library database · Prompt Library, Generate and Gallery views
The column prompts section of A/B Testing Framework: one toggle per column, the first open on its six parts and fields
Column prompts · six parts, a questionnaire and the fields each writes
A/B Testing Framework on a phone, beside the Duplicate button
On mobile · duplicate it and run it anywhere

What’s inside

12 column prompts, in the order they run

Each one is a column of the library: it asks its questions, writes its fields, and hands them to the prompts after it.

  1. 01Testing Readiness Questions
  2. 02Conversion Baseline Assessment
  3. 03Hypothesis Backlog
  4. 04Test Prioritisation Framework
  5. 05Experiment Design Brief
  6. 06Sample Size And Duration Plan
  7. 07Variant Copy And Layout Spec
  8. 08Test Launch Checklist
  9. 09Mid-Test Monitoring Rules
  10. 10Result Analysis Report
  11. 11Rollout And Learning Log
  12. 12Testing Programme Cadence

A look inside

Prompt 01 · Testing Readiness Questions

Introduction

Analyze all of the Company Information on the Page and in the Page Properties to generate a Testing Readiness Questions as a structured question set, that clearly establishes the testing readiness questions component of the A/B Testing Framework Prompt Library. Purpose and value: Establishes whether the business has the traffic, tracking and decision authority to run tests worth reading.

  • Key terms
  • Context
  • Creation
  • Framework
  • Constraints
  • Questionnaire
  • Fields it writes

Fields this prompt writes

  • {{01_Testing_Readiness_Questions}}
  • {{WEEKLY_VISITORS}}
  • {{WEEKLY_CONVERSIONS}}
  • {{TRACKING_SETUP}}
  • {{CHANGE_AUTHORITY}}
  • {{PAST_TEST_HISTORY}}
  • {{TRAFFIC_DISTORTIONS}}

The prompts after it read these, which is what makes the library a chain rather than a list.

How it works

From checkout to first output in minutes

  1. 1

    Buy once

    Pay through Stripe. No account, no subscription, no seat.

  2. 2

    Duplicate in Notion

    The confirmation page gives you the Notion template: press Duplicate and it lands in your own workspace.

  3. 3

    Run the chain

    Paste each column prompt in order, answer its questionnaire, and it writes the fields the next one reads.

Where it runs

The loop it is part of, and its own workflow

Every Agent Library sits on one stage of the Intelligent Operations loop. Inside, its column prompts run in five phases, with a person reviewing the output before any of it ships, and monitoring that starts the next run.

Review the briefReview the outputReview the results01Know02Research03Plan04Create05Distribute06Convert07Retain08MeasureIntelligent OperationsOperateAgents, data and automation
Stage 06 · ConvertInterest into revenueBefore it: Distribute. After it: Retain. The loop closes when Measure opens the next run.

Takes from

Hands to

Phases

  1. Discover3 prompts
  2. Define3 prompts
  3. Build1 prompt
  4. Validate3 prompts
  5. Activate2 prompts
New brief or recordA row in the libraryQuestionnaire intake12 columns to answerInputscomplete?Discover · 301 Testing Readiness Questions02 Conversion Baseline Assess…03 Hypothesis BacklogDefine · 304 Test Prioritisation Framew…05 Experiment Design Brief06 Sample Size And Duration P…Build · 107 Variant Copy And Layout Sp…YesNoPull fields fromFriction & Drop-Off Diag…Validate · 3A person reviews the output08 Test Launch Checklist09 Mid-Test Monitoring Rules10 Result Analysis ReportReadyto ship?Not readyApprovedActivate · 211 Rollout And Learning Log12 Testing Programme CadenceHand off toPerformance KPI ReportingEmail Marketing StrategyMonitor resultsFields, outcomes, driftChangedetected?Yes · new runNoKeep monitoring

What you get

  • 12 column prompts, every one written out in full.
  • Six-part instructions: introduction, key terms, context, creation, framework, constraints.
  • The questionnaire each prompt asks before it writes.
  • The {{FIELDS}} each prompt produces, so the library runs as a chain.
  • A Notion template you duplicate into your workspace: the library as a database, a column per prompt.
  • The whole library as a Markdown file you keep: no login, no seat, no expiry.

About this library

A/B Testing Framework is one of the Agent Libraries in Conversion IO. A disciplined process for choosing, designing, running and reading conversion experiments on pages and emails. It holds 12 column prompts, in the order they are meant to run, each one a six-part instruction — introduction, key terms, context, creation, framework and constraints — with the questions it asks first and the fields it writes for the prompts after it.

Questions

How is it delivered?

Instantly. After payment you get the Notion template to duplicate into your workspace, and a download link for the complete library as a Markdown file.

What do I run it in?

Any model or workspace that takes a prompt — paste a column prompt, answer its questionnaire, and it writes the fields the next one reads.

What is the licence?

Single-workspace licence. For your own use; not for resale or redistribution.

Is this a subscription?

No. One payment, and the file is yours to keep and edit.

Agent Library

Take A/B Testing Framework into your own workspace

A/B Testing Framework$14 · one-time