Tag user actions in CRM (e.g., "clicked cart recovery msg")
Use a WhatsApp-to-CRM sync tool like HubSpot, LeadsBridge, or Integromat
Result: Know exactly how much revenue your WhatsApp team is generating.52. Running A/B Tests Inside WhatsApp Conversations
Just like emails or korea whatsapp number data landing pages, WhatsApp messages should be tested to optimize conversion and engagement.
What You Can Test:
Text vs. voice note for CTAs
Emojis vs. no emojis
Long vs. short answers
Incentive types (freebie, discount, scarcity)
Time of day/week for first contact
Framework:
Randomly split incoming users into 2 flows
Track metrics: Click-through rate, reply rate, conversion
Use WhatsApp API + backend logic (or tools like Trengo, WATI) to run the experiment
Example Test:Group A gets: “Need help choosing?”
Group B gets: “Which of these fits you best?”
Result: Group B replies 47% more.
53. Multilingual WhatsApp Funnels for Global & Local Reach
If you operate in diverse regions, your funnel must speak the user’s language—literally.
Best Practices:
Detect user language from metadata or initial chat
Auto-assign language-tagged sequences
Store multilingual templates in your CMS or bot platform
Use native speakers for tone calibration
