Marketing prompts that use your real data.

“What changed in my customer base this week?”

Who ordered again, who came back, who is due a second order and who went quiet.

• get_customer_changes

“Where do I stand on the CRM stages, and what is missing for the next one?”

Your stage from Connected to Orchestrated, with each missing item.

• get_crm_stage

“Which customers are at risk, and which group should I act on first?”

The cooling, at-risk and lapsed groups with counts and value.

• get_customer_segments
• list_segment_customers

“What are customers complaining about most this week compared with last month?”

Themes by count and change, with anonymised quotes.

• get_customer_voice

“Are there bad reviews or unhappy messages I still need to answer?”

Open alerts with the quote and how long a WhatsApp reply is still possible.

• list_alerts

“Show me this week’s insights, highest impact first.”

Your Insights board, with the evidence behind each card.

• list_insights

“Which of my flows earned the most last month, and which earned nothing?”

Messages, customers reached, orders and revenue per flow.

• get_flow_performance

“Suggest three audiences I should be messaging and am not.”

Audience ideas from your data, each with a preview of who is in it.

• suggest_segments
• preview_segment

“Build a WhatsApp win-back flow for repeat buyers who have gone quiet, in Arabic and English.”

A checked flow, saved switched off for you to review.

• validate_flow
• create_flow

“Draft an email campaign to customers who bought twice but not in 60 days, and tell me how many will get it.”

The audience size before anything is scheduled.

• preview_segment
• estimate_email_audience

“Which orders did my abandoned cart flow bring in this month?”

The orders tied to the flow, with time from message to order.

• list_attributed_orders

“How did my last email campaign do?”

The campaign’s results report, in plain words.

• get_email_campaign_report