Minimum Spend Requirements for Conversational AI Ad Platforms
ChatGPT's minimum ad spend collapsed from six figures to zero in just five months.
Priya Nambiar
Section
Billing & Pricing Flexibility
9 stories in Billing & Pricing Flexibility.
Pass-Through vs. Marked-Up Pricing in AI Channel Resale
Desmond Okafor
Volume Commitment Thresholds in Conversational AI Ad Contracts
Early pilots show CPM commitments don't work in conversational AI ads.
Renata Solberg
CPM vs. Cost-per-Conversation Pricing in AI Ad Channels
AI conversations reveal intent CPM was built to hide.
Renata Solberg
Reconciliation and Invoicing Challenges Specific to AI Ad Channel Spend
AI ad platforms lack the billing infrastructure search and social built over decades.
Renata Solberg
Centralized vs. Per-Client Billing Architecture for AI Channel Spend
Centralized accounts pool volume but create audit risk as AI platform policies shift monthly.
Marcus Thibodeaux
Pricing Models for Conversational AI Advertising Compared to Search and Display
Conversational AI ads match live intent, not keywords, changing what performance actually costs.
Renata Solberg
Scalable Pricing Negotiation Tactics for Agencies Growing AI Channel Budgets
Agencies negotiating AI ad deals need pricing leverage they don't yet have.
Renata Solberg
Margin Structures for Agencies Reselling AI Channel Inventory
Agencies must separate margin from media cost and price AI inventory by expertise, not access.
Renata Solberg