Personalization Performance Benchmarks (2024–2026)
Tags: Statistics
TL;DR
- Targeted promotions and AI‑ranked next‑best actions consistently move sales, margins, and customer actions.
- Retailers and telecoms report rapid, material gains when personalization is executed and measured in closed loop.
Why it matters for HK marketers: These benchmarks set realistic targets for pilots and business cases in the Hong Kong market.
Field results (McKinsey Quarterly, Salesforce)
- Targeted promotions: Top purchase driver for most customers.
- AI‑targeted offers: Incremental lifts in sales and margins within months.
- Next‑best action at scale: Testing thousands of NBAs per customer drives measurable behavior change.
- Gen‑AI production: Drastically faster personalized content keeps up with testing velocity.
65% of customers call targeted promotions a top purchase driver.
AI‑targeted offers lift sales 1–2%.
AI‑targeted offers lift margins 1–3%.
One retailer gained ~3% in annualized margins within three months.
Another retailer earned US$400M from pricing plus US$150M from gen‑AI offers in a year.
A telecom achieved 10% more customer action by testing ~2,000 next‑best actions per customer.
Generative AI can produce personalized content up to 50× faster than manual production.
So what for marketers
Build business cases around 1–3% margin and 1–2% sales lift from AI offers, and fund NBA testing at scale to chase double‑digit action uplifts.
Sources:- Hyper-Personalization in AI Marketing_ Marketing to an Audience of One FINAL v4.pdf
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