Enterprise sales leaders across Southeast Asia share a quiet frustration. Their best reps spend a large part of the week on research and first drafts: reading annual reports, checking LinkedIn, guessing at the right contact, writing an email that might be opened. The selling happens in what is left of the week.
HubSpot's Prospecting Agent is designed to take that research load. Whether it improves pipeline depends less on the agent and more on what you give it to work with.
What does Prospecting Agent do?
HubSpot says the agent “researches accounts, finds the right contacts, and drafts personalized outreach”. It monitors buying signals such as “funding rounds, leadership changes, and site visits”, scores accounts against your ideal customer profile, and drafts messages “in each rep's voice, personalized by account, grounded in company signals” (HubSpot).
Reps can review and edit drafts before sending, or switch to what HubSpot calls “fully autonomous mode, which sends emails without requiring review first” (same source). The agent is available on Starter, Professional and Enterprise editions and runs on HubSpot Credits.
On results, HubSpot reports that teams using the agent create 65% more sales leads per month on average and see a 26% higher deal win rate (HubSpot). These are vendor-reported averages across HubSpot's customers. Your number will depend on your market, your data and your process.
Why does the ideal customer profile decide everything?
The agent scores accounts against your ideal customer profile. If that profile is a slide that says “mid-market and enterprise, Southeast Asia”, the agent will find many companies and few buyers.
A usable ICP for an agent is specific and written as data:
- Firmographics: industries, employee bands, revenue bands and the markets you actually serve.
- Structure: group companies, subsidiaries and branches, and which level buys.
- Buying committee: the roles that sign, influence and block, by market.
- Exclusions: existing customers, competitors, partners and accounts in active deals.
Most enterprise CRMs cannot answer these cleanly, because company records are duplicated and hierarchies are missing. Fixing that is the first job, and it is the same work that makes one CRM across many brands possible.
Which buying signals matter in Southeast Asia?
Generic signals travel imperfectly across the region. A funding round is a strong signal for a technology scale-up in Singapore and a weak one for a family-controlled conglomerate in the Philippines. Leadership changes, new market entries, new projects, tenders and hiring for specific roles are often stronger.
We recommend starting with three to five signals that your best reps already use instinctively, then testing whether accounts with those signals convert better. Add signals only when they earn their place. The agent will monitor what you point it at; deciding what matters is still a sales leadership call.
Should the agent send emails on its own?
Not at first. Enterprise buyers in the region are relationship-driven, and a poorly judged first email to a regional managing director can close a door that took years to open.
We use three stages:
- Research only. The agent builds account briefs and contact lists. Reps judge quality.
- Draft and review. The agent drafts; reps edit and send. Track how much each draft is changed.
- Bounded autonomy. Only for defined segments, such as smaller accounts in one market, once drafts rarely need edits.
Strategic and named accounts stay in review mode. Consent and data protection rules apply to outreach in every market, so confirm the basis for contacting each segment with your legal team before autonomy is switched on. Our data protection answer covers the main laws.
What is the rep's new job?
When research and first drafts are handled, the rep's time moves to the work only a person can do: discovery calls, multi-threading into the buying committee, building the business case and negotiating. That is a better job. It is also a different one, and it needs to be managed as such.
Three changes make it stick:
- Redesign activity targets. Measure conversations, meetings and opportunities created, not emails sent.
- Coach on quality. Sales managers review agent drafts and account briefs in pipeline meetings, the same way they review deals.
- Close the loop. Reps flag poor matches so the ICP and signals improve each month.
HubSpot's Data Agent supports the same shift; HubSpot reports it makes teams “10x faster to research a prospect or prep for a call” (HubSpot).
