KPI benchmark
How much does AI increase conversion?
Across 20 public AI deployments, the median conversion uplift is 20%, and the middle half of them report between 9.8% and 63.8%. Relative increase in conversion from lead, visit or offer to sale.
20%
Median conversion uplift
9.8% to 63.8%
Middle half of deployments
20
Public deployments pooled
8 of the 20 values are claims by the organization itself, a regulator or an independent study; 12 come from the AI vendor. One value per organization; "up to" claims are listed but not pooled. Data as of 14 October 2026. Methodology
Conversion uplift by industry
| Industry | Median | Deployments |
|---|---|---|
| Retail and ecommerce | 60% | 7 |
| Telecommunications | 15% | 3 |
Conversion uplift by use case
| Use case | Median | Deployments |
|---|---|---|
| AI agent for inbound lead qualification and meeting booking | 19% | 3 |
| AI shopping assistant for product discovery and recommendations | 100% | 3 |
How to measure it
Conversion rate with the AI versus a control group or the prior period.
Across the library
Median 20% across 20 deployments, reported range -67% to 100%.
Median 3x across 9 deployments, reported range 2x to 5x.
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 size and fit recommendation for online fashion
- AMARO2% · vendor claim
- THE ICONIC1% · 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 agent for proactive customer outreach, activation and retention
- Moneeat least 40% · vendor 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 dynamic paywall and subscription propensity scoring
- Financial Times92% · organization claim
AI dynamic paywall and subscription propensity scoring
- Neue Zürcher Zeitung5x · organization 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 loyalty and rewards program personalization
- Panera Bread2x · 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
Conversational AI for insurance quote and buy
- Tuio4x · organization claim
Use cases that should track conversion uplift
- Agentic checkout for merchants, selling through third party AI shopping agents
- 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 digital human guide for banks and insurers
- AI dynamic paywall and subscription propensity scoring
- 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 loyalty and rewards program personalization
- 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 size and fit recommendation for online fashion
- AI straight through underwriting for small business cyber insurance
- 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
Frequently asked questions
- How much does AI increase conversion?
- Across 20 public AI deployments, the median conversion uplift is 20%, and the middle half of them report between 9.8% and 63.8%. Relative increase in conversion from lead, visit or offer to sale.
- How do you measure conversion uplift?
- Conversion rate with the AI versus a control group or the prior period.
- How does conversion uplift differ by industry?
- The median conversion uplift is 60% in retail and ecommerce (7 deployments) and 15% in telecommunications (3 deployments). Industries with fewer than 3 reported values are not shown.
- Which AI use cases report the best conversion uplift?
- Among use cases with at least 3 reported values: AI shopping assistant for product discovery and recommendations (median 100%, 3 deployments); AI agent for inbound lead qualification and meeting booking (median 19%, 3 deployments).
- Do AI vendors report a different conversion uplift than the organizations themselves?
- Claims by the organizations themselves, regulators or independent studies have a median of 76% (8 values); claims by the AI vendor have a median of 18.5% (12 values). The page lists both, and every value links to its source.
- Where do these conversion uplift numbers come from?
- From public AI deployments in the Blits.ai AI Use Case Library. Every value is quoted from a named source, each organization counts once, and "up to" claims are listed but left out of the median. Data as of 14 October 2026.