Hyper-personalization for WhatsApp & multichannel CRM
AI tailors every message to the individual customer profile, journey stage and predicted intent.
Spoki's hyper-personalization engine combines a 70-dimension behavioural embedding, multi-stage relevance ranking and predictive send-time optimization. Every WhatsApp, Email, SMS, Voice or RCS message goes out at the moment each contact is most likely to engage, with copy and offers tuned to LTV cohort, recent activity and consented first-party data from 100+ integrated sources.
What is hyper-personalization in a CRM?
Hyper-personalization in a CRM uses behavioural segmentation, LTV prediction and AI to tailor every WhatsApp message to the individual customer profile, journey stage and recent activity. Spoki delivers it natively on the WhatsApp Business API with 100+ data sources (Shopify, WooCommerce, HubSpot, Salesforce) and 60% conversation interaction rates that reveal real preferences instead of inferred ones.
Key Benefits
70-dimension behavioural embeddings
Each contact is encoded as a 70-D vector built from chat history, transactions and consented CRM signals so similar buyers reach similar outcomes.
Predictive send-time optimization
Per-contact send-time models pick the slot with the highest open and reply probability — compounding on top of WhatsApp's 98% baseline open rate.
Multi-stage AI ranking
A two-stage retrieval + rerank pipeline picks the best template, product and offer for the moment, not just the most popular one.
Native data on 100+ integrations
Shopify, WooCommerce, HubSpot, Salesforce, Pipedrive, Klaviyo and more flow into the same conversational CRM that powers your WhatsApp inbox.
GDPR-ready, EU data residency
All embeddings and predictions run on EU infrastructure with consented first-party data — no fingerprinting, no third-party cookies.
Unified across WhatsApp, Email, SMS, Voice & RCS
One ranking model decides not just what to say, but on which channel — Voice Power Dialer included.
How It Works
Connect your data
Plug in Shopify, WooCommerce, HubSpot, Salesforce or any of the 100+ native integrations and let Spoki ingest events, properties and consents.
Train the embedding
Spoki builds a 70-D behavioural vector per contact from purchases, chat replies, page views and segmentation properties.
Predict the right moment
The send-time optimizer scores each candidate slot and the multi-stage ranker picks the offer most likely to convert.
Measure and learn
Every reply, click and conversion feeds back into the model — citation rate, ROAS and LTV improve campaign over campaign.
Ready to get started?
Start your free trial today and see how this feature can transform your business.