CDP · AI Insights
AI Insights
Why did results change? AI tells you first
Open AIM each morning and the AI assistant has already reviewed all your data. Which metrics are moving, the likely causes and what to do next are all summarized on the home page.
No more waiting for reports and piecing together causes
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Results in one paragraph
Compares revenue, average order value, repurchase rate and new member first-purchase rate, and points straight to the biggest factor.
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Decisions first
AI puts the most important items for today at the top, with the numbers behind them.
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Approve and it runs
AI proposes marketing journeys based on its diagnosis, and marketers launch them with one click after confirming.

AARRR funnel
Where is the funnel breaking?
- All five stages at once: acquisition, activation, revenue, retention and referral, each marked healthy or warning.
- Reachable audience: see at a glance how many people at each stage you can reach by LINE, email or text message.
- Act right away: click into a warning stage to see suggested lists and campaigns.

AI product tags
Read preferences from purchases
- Automatic tagging: products are tagged automatically by attribute, with coverage clearly shown.
- Suggested new tags: AI proposes attributes you haven't used yet.
- Extended to customers: infer customer preferences from the products they bought for more precise segmentation.
How it works
From data to action in three steps
AI diagnosis
Analyzes member, transaction and engagement data automatically every day.
Proposals
Suggests audiences and marketing journeys for the stages that need attention.
Approve and run
Marketers confirm content and budget, then launch. Results flow back into reports.
Let AI review your data every day
Tell us about your members and channels. Our consultants will show how AI Insights applies to your business.
Contact us
Leave your contact details and one of our consultants will get back to you shortly.
- Phone: +886-2-2515-5633
- Fax: +886-2-2515-6535
- Email: sales@esi-tech.net

