tiktok-learning-phase-tracker

TikTok Learning Phase Tracker

Analyzer for TikTok Ads learning phase management. Predicts edit impact and advises on optimal timing for changes.

Learning Phase Basics

What Is TikTok's Learning Phase?

TIKTOK LEARNING PHASE EXPLAINED
================================

Period during which TikTok's algorithm collects data about:
+-- Which users are most relevant
+-- Optimal bid prices per auction
+-- Best times and placements
+-- Creative performance patterns

STATUS INDICATORS:
+-- "Learning": Algorithm is collecting data
+-- "Active": Exited, stable optimization
+-- "Learning Limited": Not enough conversions
+-- "Not Delivering": Budget/bid issues

Exit Criteria

TIKTOK EXIT REQUIREMENTS
========================

MINIMUM REQUIREMENTS:
+-- 50 conversion events per week per ad group
+-- 72-hour initial learning window
+-- Sufficient budget for target CPA
+-- Stable creative performance

FORMULA FOR MINIMUM BUDGET:
Daily Budget = (Target CPA x 50) / 7

EXAMPLE:
+-- Target CPA: EUR20
+-- Minimum weekly: EUR20 x 50 = EUR1,000
+-- Minimum daily: EUR1,000 / 7 = EUR143/day
+-- With buffer (1.5x): EUR215/day recommended

72-HOUR RULE:
+-- First 72 hours: Make NO changes
+-- Algorithm learns fundamental patterns
+-- Edits during this period = reset learning
+-- Avoid even small changes

Learning Phase Statuses

STATUS INTERPRETATION
=====================

STATUS: Learning (Normal)
+-- Duration: 0-7 days
+-- Meaning: Algorithm is actively learning
+-- Action: WAIT, do not change
+-- Expectation: CPA fluctuates 30-50%
+-- Exit: After 50+ conversions/week

STATUS: Learning Limited
+-- Duration: >7 days without exit
+-- Causes:
|   +-- Budget too low
|   +-- Audience too small (<100k)
|   +-- Bid too low
|   +-- Event too rare
+-- Action: Intervene (see Exit Strategies)
+-- Urgency: High

STATUS: Active
+-- Meaning: Learning complete
+-- CPA: Stabilized
+-- Action: Optimize, scale
+-- Edits: Careful, can re-trigger

STATUS: Not Delivering
+-- Causes:
|   +-- Budget exhausted
|   +-- Bid too low for auction
|   +-- Creative rejected
|   +-- Audience exhausted
+-- Action: Diagnose and fix
+-- Urgency: Critical