Ten minutes of structured AI prep replaces the two hours of manual research a great discovery call used to require: four minutes building an account intelligence brief, three minutes forming a hypothesis, three minutes selecting questions. Most AEs prep by skimming LinkedIn and the company website for five minutes and then winging it — the ten-minute routine is the difference between exploring and testing.
Minutes 1–4: the account intelligence brief
Gather fast, synthesize faster. Pull whatever exists in two minutes of collection — recent company news, the prospect's LinkedIn activity, open job postings, earnings highlights if public — and paste it all into one structured synthesis.
Prompt: "You are a sales research analyst. Synthesize this raw material about [COMPANY] and [PROSPECT NAME, TITLE]: [PASTE EVERYTHING]. Return: company snapshot in three lines, what this person's role is measured on, two recent signals that suggest priorities or pressure, and one thing I should know that most reps would miss."
The output is not the research itself — it is the compression. Raw material you could have skimmed in twenty minutes arrives as five usable lines.
Minutes 5–7: form the hypothesis
Convert the brief into a prediction: the single most likely business pain, its rough financial shape, why now, and the first question that would confirm or kill it. Committing to a specific belief before the call is what turns discovery from a questionnaire into a test — every question gains a purpose, and every answer becomes diagnostic. If the call kills your hypothesis in minute five, that is the routine working: pivot to your second-most-likely pain with the same structure.
Minutes 8–10: select four questions, not fourteen
The final three minutes pick the threads. Four primary questions, each tied to the hypothesis, each with a prepared follow-up for a vague answer. More than four and the call drifts toward interrogation; the coverage your qualification framework needs comes from following threads deeply, not from question count.
Prompt: "Based on this hypothesis: [PASTE HYPOTHESIS], give me the four highest-value discovery questions for a first call with [ROLE]. For each: conversational phrasing, what a strong answer sounds like, and the follow-up question if the answer is vague. Then give me one opening line that references [SPECIFIC SIGNAL FROM RESEARCH] without sounding rehearsed."
What the prepared call sounds like
The difference is audible in the first two minutes. The unprepared rep opens generically and asks the prospect to narrate their situation from zero — spending the call's freshest attention on information that was publicly available. The prepared rep opens with a specific observation, earns immediate credibility, and spends the same minutes testing whether the real pain matches the predicted one. Prospects consistently give better answers to reps who arrive knowing something; preparation is reciprocated with candor.
Protect the call itself
The routine's boundary matters: AI owns the ten minutes before the call, and nothing during it. Running tools mid-conversation trades away the presence that makes discovery valuable — the hesitation you notice, the unprompted mention you follow. Take minimal notes, stay in the conversation, and let the post-call extraction catch what you missed. The prep exists precisely so that your full attention is affordable in the room.
Pairing prep with the post-call close-out
The ten-minute prep has a natural twin: the fifteen-minute debrief. Together they bracket the call — hypothesis in, structured extraction out — and the pairing is what makes each one stronger. Your prep brief becomes the debrief's scoring rubric: was the predicted pain confirmed, did the trigger read hold, which of the four questions produced information rather than answers. The debrief's outputs — verbatim language, MEDDPICC gaps, the agreed next step — then seed the next call's prep. Reps who run only the prep half get better calls; reps who run both get better calls that compound into better deals, because nothing learned in the room evaporates.
The routine compounds
Run daily, the ten minutes also builds an asset: every brief and hypothesis is a data point on your territory. After a month you know which signals predict receptive prospects and which hypotheses keep confirming — which sharpens both your targeting and your prep itself. The first prepared call is better than the first winged one; the fortieth is better by a widening margin.
Frequently Asked Questions
What if I can't find much public information about the prospect?
Thin inputs still produce a usable brief — role-based inference plus company signals gets you a working hypothesis. Flag the low confidence and plan a slightly more exploratory first five minutes.
Does this routine work for inbound leads too?
Yes, and better: inbound adds the intent signal (what they downloaded, which page converted) to the brief. The hypothesis usually forms around why they raised their hand now.
Can I compress the routine below ten minutes?
For smaller deals, yes — a two-minute version (hypothesis plus first test question) still beats winging it. Scale the depth to the deal, keep the structure.
Put It to Work
The intelligence brief, hypothesis, and question prompts are all part of the discovery collection in the Promptifi library. Browse the library and run the routine before tomorrow's first call.