KPI
Conversion uplift: AI benchmark
Relative increase in conversion from lead, visit or offer to sale.
How to measure it
Conversion rate with the AI versus a control group or the prior period.
Across the library
Median 16.5% across 12 deployments, reported range -67% to 75%.
Median 2.8x across 6 deployments, reported range 2x to 3.4x.
1 reported value (points), listed per use case below.
Higher is better. Unit: percent.
Reported values by use case
AI agent for inbound lead qualification and meeting booking
- Bob Rohrman Kia43% · vendor claim
- 8x819% · vendor claim
- Demandbase15% · vendor claim
AI for telecom churn prediction and retention offers
- Telenet75% · vendor claim
- BT Business1.9% · vendor claim
AI shopping assistant for product discovery and recommendations
- Sun & Ski Sports3x · vendor claim
- Omoda2.5x · vendor claim
AI agent for apartment leasing inquiries and resident service
- Olympus Property+4.2 points · vendor claim
AI agent for freight dispatch and load matching
- Uber Freight12% · organization claim
AI agent for inbound lead qualification and meeting booking
- Demandbase3.4x · vendor claim
AI agent for payment initiation within a customer mandate
- Walmartabout -67% · organization claim
AI assistant for B2B telecom quoting, sales and service
- Verizon15% · vendor claim
AI assistant for telecom plan upgrades, add ons and sales
- Telenet75% · vendor claim
AI for commercial underwriting submission intake and triage
- Paragon Insurance Group2x · organization claim
AI for telecom churn prediction and retention offers
- BT Business2x · vendor claim
AI marketing personalization at scale
- Catchtable30% · vendor claim
AI roleplay training for customer conversations
- GoHealth21% · vendor claim
AI roleplay training for customer conversations
- OneTouch Directabout 3x · vendor claim
AI underwriting and credit risk decisioning for buy now pay later
- Affirm Holdings3.4% · organization claim
Use cases that should track conversion uplift
- AI agent for apartment leasing inquiries and resident service
- AI agent for branch finding and appointment booking
- AI agent for freight dispatch and load matching
- AI agent for inbound lead qualification and meeting booking
- AI agent for outbound sales prospecting and personalized outreach
- AI agent for payment initiation within a customer mandate
- AI agent for personalized offers and rewards
- AI agent for proactive customer outreach, activation and retention
- AI assistant for B2B telecom quoting, sales and service
- AI assistant for digital account onboarding and KYC
- AI assistant for goal based financial planning
- AI assistant for telecom order to activation and eSIM onboarding
- AI assistant for telecom plan upgrades, add ons and sales
- AI assistant for telecom retail stores, from associate copilot to digital human kiosk
- AI conversational property search assistant for real estate portals
- AI credit scoring with alternative data for thin file applicants
- AI for commercial underwriting submission intake and triage
- AI for telecom churn prediction and retention offers
- AI generated ad creative production and testing
- AI home loan assistant with pre qualification
- AI marketing personalization at scale
- AI next best action prompts for wealth advisors
- AI quote and estimate generation from customer requirements
- AI roleplay training for customer conversations
- AI sales call coaching and CRM update
- AI shopping assistant for product discovery and recommendations
- AI travel and hotel booking concierge
- AI underwriting and credit risk decisioning for buy now pay later
- Conversational AI for insurance quote and buy
- Conversational AI for loan application intake