By KYN AI Advisory Team — AI implementation specialists, Singapore
A first-call research brief is one page that a salesperson reads in five minutes before dialling. It holds ten fields: the company, the contact, why now, current tools, history with you, the goal of the call, three questions, one risk, the next step to propose, and what not to say. Each fact carries a source. An AI agent can draft the page from public sources and your CRM. The salesperson checks it and discards what is unsupported.
What should the brief contain?
Short beats complete. A brief of three pages will not be read. Use the template below and keep each field to a line or two.
FIRST CALL BRIEF
Account: [Legal name] | [Registered number] | [Country]
Date and time: [ ]
Prepared by / date: [Agent draft, reviewed by NAME on DATE]
1. WHO THEY ARE
What the company does, in one sentence. [Source]
Size band and entity type. [Source]
2. WHO YOU ARE SPEAKING TO
Name, title, time in role. [Source]
Role in the decision: sponsor / user lead / finance / technical / other / unknown
3. WHY NOW
One dated trigger, or "none found". [Source, date]
4. WHAT THEY LIKELY USE TODAY
Tools or process, marked seen / inferred. [Source]
5. HISTORY WITH US
Past emails, enquiries, page visits, previous contact. [CRM]
6. GOAL FOR THIS CALL
One outcome, for example "agree a 30-minute review of their current process".
7. THREE QUESTIONS
1.
2.
3.
8. ONE RISK
The most likely reason this goes nowhere.
9. NEXT STEP TO PROPOSE
A specific action with a date.
10. DO NOT SAY
Anything unverified, any price not on the approved list.Copy it into your CRM as a record type or a document template.
Where does each field come from?
| Field | Primary source | Check | |---|---|---| | Who they are | Company website, registry record | Does the website match the registry name? | | Size band | Registry filings, team page | Mark as an estimate | | Contact | CRM, their website, how they reached you | Confirm spelling of the name | | Why now | News, filings, job posts, a note from the lead | Needs a date | | Tools used | Their job ads, website footers, what they told you | Mark seen or inferred | | History | Your CRM and inbox | Read the last three touches |
For registry data, each country has its own: in Singapore, ACRA. Public pages are a starting point. Facts that only appear on one page deserve a second look.
What can the agent draft, and what must you check?
Give the agent the sources and ask it to fill fields 1 to 5, with a source for every line. It should write "not found" instead of filling a gap.
You check three things:
- Every "why now" line. Open the source. Confirm the date and the claim. A trigger the agent cannot cite does not go in the brief.
- The contact's role. Titles online are often old. A job change in the last 90 days is useful to know and easy to miss.
- Anything marked inferred. Treat it as a question to ask, not a fact to state.
The agent does not fill fields 6 to 9. Those are judgement and belong to the salesperson. An agent can propose three candidate questions, but the person picks.
For the wider limits of this kind of work, see what an AI sales agent can and cannot do. For how a wrong claim in a brief becomes a wrong claim on a call, see why AI-generated battle cards mislead sales teams.
How do you write good questions for the call?
Good first-call questions have three properties: they cannot be answered yes or no, they cannot be answered by reading the website, and they lead to a number or a name.
Examples:
- "How do you handle X today, and who does it?"
- "When something goes wrong with it, what happens next?"
- "How many of these do you process in a typical month?"
- "Who else needs to be comfortable before this moves forward?"
- "What did you try before, and why did you stop?"
Write them for this account. If a question would fit any company, replace it.
What belongs under risk?
Name the likeliest reason the call goes nowhere, based on what you know. Examples:
- the contact is a user, not a decision maker;
- the company just signed a multi-year contract with an incumbent;
- the lead came from a content download and may not have a live project;
- the company is outside the countries you serve.
Naming the risk lets you test it early in the call. "Who would decide on something like this?" is a fair question in the first five minutes.
How long should preparation take?
With a draft ready, review takes five minutes: open the sources behind "why now", check the contact, read the history. Without a draft, 20 to 30 minutes of research is common. The saving is time, not judgement.
Track the brief itself. After each call, add two lines: what was wrong in the brief, and what was missing. Review those notes monthly and change the template or the agent's rules.
After the call
Fill three fields within an hour: what you learned, who else is involved, and the agreed next step with a date. These feed the CRM, and the agent can draft a follow-up for you to review. Anything that sends under your name waits for you.
What does a filled-in brief look like?
An illustrative example for an invented 30-person Singapore importer. No real company is described.
- Who they are: imports and distributes packaged food to retailers. Source: company website, about page.
- Contact: operations manager, in role since mid-2026. Source: team page, marked "check".
- Why now: careers page lists a warehouse coordinator role, posted this month. Source: careers page, dated.
- Tools: order form links to a spreadsheet download. Marked inferred.
- History: downloaded one guide in September; no reply to the follow-up.
- Goal: agree a 30-minute walk-through of how orders reach the warehouse.
- Risk: the contact may be a user, not the buyer.
- Next step: propose a call with the finance lead on a named date.
- Do not say: any claim about their stock accuracy. Not verified.
The brief runs to about 150 words. The goal and the risk are the two lines most worth rewriting by hand, because they carry your judgement.
A last check before the call: read the brief aloud as if to the contact. If a line would sound odd to them, such as a detail about their personal life, remove it.
Where KYN fits
KYN builds the brief as a generated document inside the sales system, in your own cloud account. The agent drafts fields from your CRM, inbox and public sources, cites each one, and writes "not found" where it has nothing. A person reviews before the call. Every action is logged with the actor.
The first 14 days are a review of the notes your reps take before a call and where they find them. A full build, with the brief drafted automatically, ships in under 90 days. See sales systems and integrations.
Frequently asked questions
How long should a first-call brief be?
One page, readable in five minutes. If you cannot find the information in that time, the brief is carrying fields you do not use. Cut them.
Should the brief include the prospect's personal details?
Keep to professional facts relevant to the call: role, tenure, business context. Personal data collected for one purpose should not be stretched to another. Check the data protection rules in the contact's country.
Can the agent write the brief without a human check?
It can write the draft. A person should read it before the call, because a wrong claim stated to a prospect costs more than the five minutes of review.
Checked 30 October 2026.
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