The most common first message a small business in India receives from a new prospect is not a detailed inquiry. It is one word, sometimes with a photo attached: “Price?”

We build sales software for small and mid-sized businesses in India, and we see this every day. A buyer clicks an ad, finds a number on a marketplace listing or gets a contact from a friend, and opens the conversation on WhatsApp. There is no name, no company, no job title, no budget field. Often the same message has gone to four or five other suppliers at the same moment. On IndiaMART, the country’s largest B2B marketplace, a buyer’s requirement is shared with the relevant suppliers, who each decide whether to pick it up, so a seller can assume the competition is already in the conversation.

This used to look like a local quirk. It is now a preview. Meta said in April 2025 that WhatsApp had passed 3 billion monthly users, including more than 100 million in the United States. Gartner reported in June 2025 that 61 percent of B2B buyers prefer a buying experience without a sales rep. Put those together and a growing share of prospects will contact a seller on their own terms, in a channel they control, with as little information as possible. The prospecting playbook built around forms and outbound sequences does not handle that well.

Here is what chat-first markets have taught us about turning a one-word message into a qualified sales lead.

Speed is the entry ticket, not the strategy

The research on response time is old but still holds. The Harvard Business Review study “The Short Life of Online Sales Leads” found that companies that contacted a lead within an hour were nearly seven times as likely to qualify it as those that waited longer, and more than 60 times as likely as those that waited a day or more. The Lead Response Management Study, led by James Oldroyd of MIT with InsideSales, found the odds of contacting a lead were 100 times higher at five minutes than at 30 minutes, and the odds of qualifying it were 21 times higher.

In chat, five minutes is the outer limit, because the prospect is often still holding the phone and comparing replies as they arrive. But speed only gets a seller into the shortlist. What decides the deal is what the first two or three replies say.

Read the message for intent signals

A one-word inquiry carries more information than it looks. Over time, the teams that convert best learn to read the signals in the first message and the first reply. These are the ones we see predict a real buyer most often:

1. The prospect states a quantity, even a rough one.
2. They mention a place: a delivery city, a site address or a branch.
3. They mention a date or an event: “before Diwali”, “for the site handover”, “next month”.
4. They attach something: a photo of the product, a drawing, a bill of quantities or a competitor’s quote.
5. They ask about tax invoices or payment terms, which usually means a registered business buying for resale or production.
6. They send a voice note. People who take the trouble to explain out loud are usually further along.
7. They reply within minutes to the seller’s first question.

And three signals that usually mean a browser, not a buyer: a forwarded broadcast message, “price?” with no product named, and no reply to a direct, easy question.

A simple way to use this is a seven-point score. One point for each positive signal, reviewed after the third message. Leads at four or more get a call or a quote the same day. Leads at one or two get a short, helpful answer and a scheduled follow up. Nobody gets ignored, but the best hour of the day goes to the leads that are ready.

Answer “Price?” without giving the game away

The instinct is to send a price list. That turns the seller into one of five numbers in the buyer’s inbox, and the lowest number usually wins. The other instinct is to refuse to quote until the buyer fills in details, which ends the conversation.

The better reply gives something and asks one question. Compare:

Weak: “Hi, please share your requirement. Our team will get back to you.”

Strong: “Hi, thanks for messaging. Our standard range starts at 1,450 rupees per unit and drops with volume. Roughly how many do you need, and which city should we deliver to?”

The strong version shows the seller is real, answers the question honestly, and asks for the two things that matter most for qualification. In our experience, prospects answer a single specific question far more often than a request to “share your requirement”.

Decide when chat stops being the right channel

Chat is good for opening and qualifying. It is bad at handling objections, complex specifications and negotiation. The teams that close well agree on a handoff rule in advance, for example: once the lead scores four or more, or once there are more than two technical questions, the rep asks for a five-minute call at a time the prospect chooses. Asking for a call too early feels pushy. Waiting too long means negotiating price over text, where tone is easily misread and the prospect can screenshot the conversation to a competitor.

Get the pipeline out of personal phones

The most expensive problem with chat prospecting is not speed or scripts. It is that the conversation lives on one person’s handset. When that rep is on leave, changes territory or leaves the company, the prospect, the quote and every promise go with them. Managers rarely see it happen, because the lead never reached the CRM in the first place.

The fix is a simple rule: a chat lead does not exist until it is logged in a shared system with a score, a next step and a date. Many teams now capture chat inquiries automatically into their CRM. Others do it by hand at the end of each day. Either works, as long as it is done every day.

Mystery-message your own team

One exercise tells a sales manager more about chat prospecting than any dashboard. Once a month, have someone outside the team send a short inquiry to the company’s sales number from an unknown phone, the way a real prospect would: “Price for 200 pieces? Delivery to Pune.” Then measure three things:

1. How long it took to get a human reply.
2. Whether the reply answered the question and asked a useful one back.
3. Whether the inquiry appeared in the CRM within 24 hours.

Run the same test on two or three competitors. The gap is usually a surprise, and it gives the team a concrete, fair standard to work toward.

The numbers to watch

Three metrics capture most of what matters: median time to first human reply, the share of chat leads logged in the CRM within 24 hours, and the share of open leads with a dated next step. None of them needs new software to start measuring.

Prospects who open with “Price?” are not being lazy. They are telling the seller how they want to buy: quickly, in their own channel and with minimal effort. The teams that read the signals, answer with substance and keep the conversation out of individual phones will turn far more of those one-word messages into real sales leads.

Hamza Hai is co-founder of IndiaCRM, a CRM and billing platform for small and mid-sized businesses in India, where a large share of sales conversations begin on WhatsApp. Learn more at https://indiacrm.in/about.