Quick answer
To reduce first response time, measure it accurately first, then put all channels in one shared inbox, staff for your busiest hours, route chats to the right agent automatically, prepare saved replies for common questions, and let an automated menu or AI assistant answer simple questions instantly while a person handles the rest. Review the numbers weekly by channel and hour.
Key takeaways
- Measure FRT properly first: by channel, by hour of day and in business hours only.
- The biggest delays usually come from chats nobody owns, not from slow typing.
- One shared inbox for WhatsApp, email, social and live chat removes app switching and missed messages.
- Saved replies, button menus and an AI assistant cut seconds and minutes from every common question.
- Instant auto-acknowledgements help customers, but do not count them as your first response.
In chat, speed is half the customer experience. Someone asking a Nairobi furniture shop on WhatsApp "is this sofa available in grey?" is often asking two competitors the same question at the same moment. The first useful answer usually wins the sale.
First response time (FRT) is the time between a customer's first message and the first reply from your business. This guide is for owners and support leads who know their replies are slow and want a practical plan to fix it, without hiring twice as many people.
Why does first response time matter so much?
A fast first reply tells the customer they have been heard, and on chat it often decides whether they buy from you or from the next shop. It also prevents follow-up messages like "hello?" and "are you there?" that double your workload.
FRT is not the same as resolution time. A fast first response followed by days of silence will still frustrate customers, so track both. Our explainer on customer service metrics covers how the two fit together.
Before you start
Have these ready:
- Access to your conversation history for the last two to four weeks, across WhatsApp, email and social channels.
- Your business hours and staff rota.
- A list of your 10 to 20 most common questions and their answers. Ask your longest-serving agent; they know them by heart.
- A shared inbox where several people can reply from the same WhatsApp number and email address. Without one, most of the steps below are impossible.
Step 1: Measure your first response time properly
Calculate FRT as the time from the customer's first message to your first human reply, then average it. Measure:
- By channel: WhatsApp, email, Instagram and website chat usually behave very differently.
- By hour and weekday: you will often find that the average looks fine but Monday mornings and lunchtimes are terrible.
- In business hours only: a message at 23:00 answered at 08:05 is a business-hours FRT of five minutes, not nine hours. Report out-of-hours messages separately.
Use the median as well as the average. One chat left for two days can make a good week look bad, and the median shows the typical experience.
Step 2: Put every channel into one shared inbox
Bring WhatsApp, email, website live chat, Messenger and Instagram into one list. When agents check four apps and two phones, messages wait simply because nobody looked in the right place.
With chat.or.ke, every channel lands in the same shared inbox with its channel icon, so the next message to answer is always at the top, whatever app it came from. Several agents reply from the same WhatsApp Business number on their own computers, which ends the queue to use "the office phone".
Step 3: Make sure every chat has an owner
Unowned chats are the main cause of slow replies. Everyone assumes someone else will answer. Fix it with clear assignment rules:
- Route by topic. A welcome menu asking "Sales, Orders or Support?" sends each chat to the right team from the first tap.
- Route by brand or branch. A business with outlets in Nairobi and Mombasa can file each chat under the right branch.
- Name a "first responder" per shift, whose job is to acknowledge or assign every new chat within minutes.
- Use internal notes and @mentions when a colleague's input is needed, instead of leaving the customer waiting while you find them.
Step 4: Write saved replies for your most common questions
Turn your top 10 to 20 questions into saved replies (also called canned responses). Delivery areas and fees, opening hours, M-Pesa payment steps, return policy and branch locations cover a large share of messages for most retailers.
Good saved replies are short, friendly and easy to personalise. Write them the way your best agent talks, include a question that moves the conversation forward ("Which area should we deliver to?"), and review them monthly. Our guide on writing canned responses that sound human has examples.
Step 5: Let automation answer the predictable questions
Some questions do not need a person at all. Use automation for them, and free your agents for conversations that do.
- Keyword auto-replies answer messages containing words like "location" or "hours" instantly.
- Button and list menus let customers tap "Check prices", "Track order" or "Talk to an agent" instead of typing.
- Multi-step flows collect the details your team needs, such as order number or preferred appointment time, before a person joins.
In chat.or.ke these are built without code in Automation & Flows, and any chat can be paused so an agent takes over. A good rule: automation should either answer the question fully or collect information and hand over. It should never trap a customer in a loop.
Step 6: Use an AI assistant for instant, accurate drafts
An AI assistant trained on your own products, prices and policies can answer open-ended questions in seconds, day and night. Used carefully, it shortens response time for everything from "do you deliver to Thika?" to "what is the difference between these two fridges?".
Start in suggestion mode, where the AI drafts replies and agents approve or edit them. That alone speeds up new agents considerably. When you are happy with the answers, let it reply automatically for common topics and hand over to a person when the customer asks or the AI is unsure. The AI assistant in chat.or.ke answers in English and Kiswahili from your knowledge base. For the hand-over itself, see how to hand a chat from a bot to a human.
Step 7: Staff for peaks and set realistic targets
Compare your hourly message volume (from Step 1) with your rota. Many teams discover that lunch breaks overlap with the busiest hour, or that nobody covers Saturday morning, when retail customers are most active.
Adjust shifts first; it costs nothing. Then set a first response target per channel and priority that you can meet, and add it to your service levels. Our guide to setting up customer support SLAs includes an example table for a Kenyan SME.
Should an auto-reply count as a first response?
No. An instant acknowledgement ("Thanks, an agent will reply within 30 minutes") is good practice because it sets expectations, but it has not helped the customer yet. Count FRT from the first message to the first reply that a person wrote or approved, or to a complete automated answer that actually resolved the question.
Counting acknowledgements as responses makes your numbers look excellent while customers still wait, which defeats the purpose of measuring.
What first response time should a Kenyan business aim for?
There is no universal benchmark worth quoting, but customers expect replies on WhatsApp and live chat within minutes, and on email within hours. A practical target for an SME is to answer most chats within the first few minutes during business hours, and every email the same working day.
Whatever you choose, publish only what you consistently achieve. A promise of "replies within 2 hours" that you keep builds more trust than "instant replies" that you miss.
Published 20 October 2026 Updated 20 October 2026 Plain-text version
