AI-generated illustration; it does not depict an actual professional, customer operation or interface.
An AI SDR on WhatsApp can handle steps in pre-sales: responding to an enquiry, asking qualification questions and preparing the handover to a salesperson. SDR means sales development representative, the role that identifies opportunities before negotiation. What the agent can execute depends on the configured rules, channels and integrations. Negotiation, discounts and closing stay with a person. At XMACNA, the AI agent that can perform this role is the Digital Employee.
The split of roles is the same as in traditional pre-sales: the SDR prospects and qualifies; the closer handles negotiation and closing. With AI, define who handles each step, at which times and when a person takes over.
What the AI SDR takes over
The first reply. Depending on the channels and operating hours agreed during implementation, the agent can respond to enquiries from ads, the website or Instagram, including outside office hours. A Sunday-evening reply is an example of a possible setup, not a universal availability guarantee.
Qualification. The agent asks the questions your team already uses to separate an opportunity from curiosity: company size, need, timeline, who decides, budget range. It does not have to feel like a form; the question comes up in the conversation, in the brand's tone.
The polite no. Leads without a fit get a useful answer (a resource, a referral, a "not the right moment") and leave the funnel without taking up the salesperson's calendar. This is one task that can get pushed back when the human SDR is overloaded.
Booking. Once qualification is complete and the calendar is integrated, the agent can offer available slots, confirm the meeting and send reminders according to the agreed rules and permissions.
Follow-up. With permission and a configured workflow, the agent can follow up with a lead who stopped replying, respecting the agreed timing and channel rules. The forgotten follow-up page shows this flow.
Logging. With an available integration and defined rules, a conversation can create a contact, stage and note in the customer relationship management system (CRM). At XMACNA, this can happen in the existing CRM or the Intelligent Dashboard, after compatibility is assessed (integrated CRM).
What it hands to the salesperson
An SDR's value shows in the handover. A good handover package includes:
- where the lead came from (campaign, page, referral);
- what they need, in their own words;
- the qualification answers;
- objections already raised;
- what the agent has already said or promised, so the salesperson does not contradict it;
- the booked meeting and the best channel to reach them.
If the salesperson has to reread the whole conversation before the meeting, the handover failed.
What stays with a person
Write down the triggers that send a conversation to the human team. The most common:
- a discount request or terms outside the price list;
- contract, legal or information-security questions;
- a detailed comparison with a competitor;
- a complaint or an upset customer;
- the lead asks to talk to a person.
The agent should work from the company's approved knowledge base, acknowledge uncertainty and hand over what it cannot confirm. An AI SDR that invents a feature or a case study to please a lead creates a problem the salesperson will inherit.
On WhatsApp, pre-sales runs on permission
On WhatsApp, the AI SDR works with people who asked to be contacted or agreed to receive messages. The WhatsApp Business Messaging Policy requires that the person gave the business their number and opted in to receive messages. Mass cold messaging creates a risk of blocking and should not be part of this pre-sales flow. Other channels require their own assessment before any prospecting.
A real result with this mechanism
At Instituto Mix, a Brazilian vocational education network, the Digital Employee took on the pre-sales role in recruitment: it answers prospective students on WhatsApp, qualifies course and profile, and books the visit within the conversation. The result was 6x more visits. In the words of Alex Cavalheiro, CEO of Instituto Mix: "We went from 1 out of every 10 contacts scheduling a visit to 6 out of every 10. The Digital Employee qualifies and schedules alone, at the time the student appears — becoming a central part of our recruitment."
That number belongs to that education client and process. It is not a forecast for another sector or your company. Results depend on where the leads come from, the offer and who receives the visit or meeting.
How to test before you trust it
Treat the AI SDR like a hire: with a probation period and a target.
- Pick one lead source. One campaign or one form, not the whole database.
- Measure the starting point. Time to first reply, share of qualified leads, meetings booked, meetings held.
- Define success before you start. For example: more meetings held per hundred leads, with no drop in show-up rate.
- Read conversations every week. A good number with bad conversations does not last.
- Measure past the first month. Behavior in months two and three, with the knowledge base tuned, says more than week one.
- Ask for references you can confirm. Talk to one of the vendor's customers, not only to its salesperson.
The AI SDR page details how XMACNA sets up this pre-sales work, and the Digital Seller page shows the flow through to closing.
Where to start
The free XMACNA assessment suggests a starting point and provides an initial time estimate based on the form responses. Commercial contact is optional: to examine your pre-sales process, assess integrations and discuss a pilot or proposal, you can then talk to Hermes, XMACNA's Digital Employee, on WhatsApp.
Frequently asked questions
Does an AI SDR replace my pre-sales team?
It can handle repetitive steps such as the first reply, qualification, booking, follow-up and logging, depending on configuration and integrations. People can focus on higher-value opportunities, difficult objections and coordination with sales. Assess that division in the pilot; there is no promise of replacing the entire team.
Can it do cold prospecting on WhatsApp?
It should not. The WhatsApp Business Messaging Policy requires that the person gave the business their number and opted in to receive messages. An AI SDR on WhatsApp works with leads who asked to be contacted.
How does it know who is a qualified lead?
Through the criteria your team defines: company profile, need, timeline, decision-maker, budget range. Those criteria go into the agent's setup and can be adjusted with what salespeople see in meetings.
What happens when the lead asks for a discount?
If the request falls outside the rule the company approved, the agent says it will check with the team and hands the conversation to a person, with the full history. Discounts and special terms stay with the salesperson.