Auto-replies to reviews are pre-written messages the system sends automatically to a buyer when a new review or rating appears, according to defined rules and triggers.
How the auto-reply system works
The mechanics are simple: the review source (product page, seller profile on Kaspi.kz) sends an event to the processing system, the system matches the event to a rule and sends the corresponding template. Rules set conditions by review type, rating, presence of keywords and time since publication.
- Triggers: new rating, text comment, complaint, delivery status update.
- Conditions: 1–2 star rating, mentions like "didn't arrive", "broken", "defective", buyer geography, order number present.
- Actions: send auto-reply, create a ticket in CRM, notify a manager, assign an SLA for manual response.
Technically, integration is possible via the Kaspi platform API, by exporting reviews to CSV, or via ready connectors of automation systems (for example, AWW) to sync templates, logic and reporting.
Why sellers need auto-replies
Auto-replies address three specific problems that directly affect sales and reputation:
- Reducing escalations. A quick reply lowers the chance that a buyer will post complaints on social media or demand a refund through support. Kaspi.kz sellers report that replying within the first 24 hours reduces further negative interactions by 2–3x.
- Faster handling. Automation saves time: instead of manually checking every review, a manager will review only those cases where a trigger demanded escalation.
- Improved product page conversion. Visible seller responses increase buyer trust: on Kaspi, product cards with fast replies show higher CTR and conversion by 3–7% in medium-size stores.
Auto-replies also standardize communication: identical situations are handled consistently, reducing manager errors and speeding up onboarding of new staff.
Examples of situations and templates for Kaspi.kz
Below are examples of common real-life scenarios for sellers in Kazakhstan and ready texts for auto-replies. For each rule set an SLA for escalation to manual handling.
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Situation: delivery delay (review containing "didn't arrive")
Trigger: presence of words like "didn't arrive", "not delivered", "delay" in review text or rating 1–2.
Auto-reply template (auto): Thank you for your message. We’re sorry for the delay. We are checking your order by its number. Expected response within 24 hours. If you wish, please leave the order number or contact us by phone.
SLA: if no resolution within 24 hours, escalate to manual processing; create a ticket in CRM, assign a responsible manager and set priority "High".
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Situation: product damaged or defective (review mentions "broken", "defective")
Trigger: keywords like "broken", "defective", "doesn't work", rating 1–2.
Auto-reply template (auto): We’re sorry to hear that. Please provide your order number and a photo of the issue. We will open a case and offer a refund or replacement within the stated terms. Expected reply in 24 hours.
SLA: escalate to manual handling immediately if photos attached or if customer requests refund; create return/refund ticket in CRM.
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Situation: wrong item received
Trigger: words like "not what I ordered", "wrong item", customer mentions different model/color.
Auto-reply template (auto): Sorry for the mistake. Please send your order number and a photo of the item. We'll arrange return shipping and send the correct product or issue a refund. We will update you within 24 hours.
SLA: create ticket and assign to logistics team for pick-up/return coordination.
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Situation: praise or positive feedback
Trigger: positive words, 4–5 star ratings, no complaint keywords.
Auto-reply template (auto): Thank you for your feedback! We’re glad you liked the product. If you have suggestions, please let us know. Enjoy your purchase!
SLA: no manual action required unless customer asks a question.
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Situation: claim escalated to Kaspi support or social media
Trigger: mention of "Kaspi support", "complaint", external link, or keywords suggesting escalation.
Auto-reply template (auto): We’re sorry for the inconvenience. We’ve opened a case and will coordinate with Kaspi support. Please provide your order number so we can speed up the resolution.
SLA: immediate creation of a high-priority ticket and notifying the manager on duty.
For all templates, include tokens to personalize messages (customer name, order number, expected resolution time). Keep replies short, polite, and action-oriented.
Practical tips for configuring and writing auto-replies
- Use tokens like {first_name}, {order_number}, {tracking_number} to avoid sounding robotic and to give relevant context.
- Keep the tone consistent with your brand and the Kaspi audience: polite, concise, helpful.
- Vary templates by scenario and severity: simple acknowledgement for minor issues; detailed steps for potential returns or refunds.
- Set conservative SLA thresholds for automatic vs manual handling. For example: auto-reply + 24h manual SLA for delivery delays; immediate manual for refund requests.
- Test rules on a sample dataset before enabling them in production; enable verbose logging during rollout.
- Limit frequency: avoid sending multiple auto-replies for repeated edits to the same review within short time windows.
- Localize language for the region and, if needed, support Russian and Kazakh replies depending on the customer’s language.
Implementation: steps and integration with AWW and CRM
- Audit incoming review sources and map available fields (rating, text, order number, buyer ID).
- Define use cases and priority rules (which keywords/ratings trigger auto-replies vs immediate escalation).
- Draft and approve templates with legal and support teams; include tokens and contact options.
- Integrate via Kaspi API or webhooks. If API access is limited, use CSV exports or a connector (AWW) to feed events into the automation system.
- In AWW or your automation tool, map fields to CRM: order_id, buyer_contact, rating, review_text, timestamps.
- Implement actions: send message, create CRM ticket, set SLA, notify manager. Configure retry logic and error handling.
- Run end-to-end tests, validate edge cases, monitor logs and metrics during the first weeks, and iterate templates and rules based on results.
When integrating with AWW, use its connectors to sync templates and events so that business rules and reporting are unified. Ensure the CRM ticket contains the auto-reply history and all relevant metadata for the support agent.
Common mistakes and how to avoid them
- Too many generic templates — leads to perception of robotic responses. Fix: personalize with tokens and scenario-specific text.
- Rules that are too broad — cause false positives. Fix: combine rating, keywords and order checks; test with historical data.
- No escalation path — auto-replies without creating tickets result in unresolved cases. Fix: every auto-reply that may require follow-up should create a CRM ticket and SLA.
- Poor logging and monitoring — issues go unnoticed. Fix: enable logging, set alerts for failed sends, and track KPIs.
- Not updating templates — stale content reduces effectiveness. Fix: review templates monthly and after major incidents.
Conclusion and a practical tip
Auto-replies are an effective tool for Kaspi.kz sellers to reduce escalation, speed up processing and improve buyer trust. Start small — implement 2–3 high-impact rules (delivery delay, defective product, wrong item), monitor results and then expand. Practical tip: always pair an auto-reply with a CRM ticket and an SLA so no case is left unresolved after the initial automated message.
Часто задаваемые вопросы
- How do I set up an auto-reply rule for 1–2 star reviews on Kaspi.kz?
- Set a trigger for rating <=2 and add conditions by keywords (e.g. "broken", "didn't arrive") or order number. As an action, send a template with an apology and next steps, create a ticket in CRM and assign an SLA for manual review. Be sure to test the rule on a sample dataset and enable logging for debugging.
- What templates work best for "didn't arrive" or delivery issues?
- Use a short polite reply that mentions the order, asks the customer to confirm the order or tracking number, and outlines expected steps and timelines. Add a quick-contact option (phone or chat link) and state that a ticket has been created so the customer sees their issue is being handled.
- How to integrate Kaspi auto-replies with CRM and AWW for automatic escalation?
- Set up event transfer via Kaspi API, webhooks or ready connectors (CSV/AWW), and map order fields, rating and review text to CRM fields. In the automation system create tickets, assign owners and set SLAs, then run end-to-end tests and monitor logs.
- How to avoid the negative effect of canned auto-replies so we don’t sound like a robot?
- Personalize replies using tokens (name, order number), vary templates by scenario and include concrete next steps. Always provide a channel for manual contact or escalation and periodically update tone and content based on feedback.
- Which KPIs should be tracked after implementing auto-replies?
- Track time to first reply, share of escalated cases, change in average product rating and number of repeat complaints on the same issue. Also monitor product page conversion and ticket resolution speed in CRM.
- What to do with reviews that need manual intervention but were caught by an auto-reply?
- The auto-reply should simultaneously create a ticket and flag the case as needing manual handling with a priority. Assign a responsible manager and an SLA, include the auto-reply history in the ticket, and after manual resolution update the status and adjust templates if needed.
