KPI benchmark
How much does AI improve customer satisfaction?
Across 8 public AI deployments, the median satisfaction uplift is 29.5%, and the middle half of them report between 13.8% and 62.5%. Relative improvement in a satisfaction score attributed to the use case.
29.5%
Median satisfaction uplift
13.8% to 62.5%
Middle half of deployments
8
Public deployments pooled
4 of the 8 values are claims by the organization itself, a regulator or an independent study; 4 come from the AI vendor. One value per organization; "up to" claims are listed but not pooled. Data as of 14 October 2026. Methodology
How to measure it
Satisfaction score after the change divided by the score before, minus one, on the same survey and intents.
Across the library
Median 29.5% across 8 deployments, reported range 2% to 150%.
Higher is better. Unit: percent.
Reported values by use case
AI agent for account and card servicing
- NatWest Group150% · organization claim
- DBS Bank17% · organization claim
AI agent for ATM and self service device assistance
- NatWest Group150% · organization claim
AI agent for flight disruption and rebooking
- Pegasus Airlines100% · organization claim
AI agent for patient appointment scheduling, reminders and no show reduction
- Howard Brown Health4% · vendor claim
AI agent for utility billing, payments, meter readings and move in or move out
- Pacific Gas and Electric Company22% · vendor claim
AI assistant for corporate and commercial client servicing
- DBS Bankat least 23% · organization claim
AI assistant for retail store associates
- Lowe'sabout 2% · organization claim
Use cases that should track satisfaction uplift
- AI agent for account and card servicing
- AI agent for ATM and self service device assistance
- AI agent for flight disruption and rebooking
- AI agent for patient appointment scheduling, reminders and no show reduction
- AI agent for utility billing, payments, meter readings and move in or move out
- AI assistant for corporate and commercial client servicing
- AI assistant for retail store associates
- AI shopping assistant for product discovery and recommendations
- AI voice agent for drive through and phone order taking
- AI voice charting and end of shift note drafting for nurses
Frequently asked questions
- How much does AI improve customer satisfaction?
- Across 8 public AI deployments, the median satisfaction uplift is 29.5%, and the middle half of them report between 13.8% and 62.5%. Relative improvement in a satisfaction score attributed to the use case.
- How do you measure satisfaction uplift?
- Satisfaction score after the change divided by the score before, minus one, on the same survey and intents.
- Do AI vendors report a different satisfaction uplift than the organizations themselves?
- Claims by the organizations themselves, regulators or independent studies have a median of 58.5% (4 values); claims by the AI vendor have a median of 29.5% (4 values). The page lists both, and every value links to its source.
- Where do these satisfaction 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.