Sales · Pre-Call Research

Samso Managed Services · Last Updated · Apr 2026

Prospect Research Briefs

Deep, current account briefs assembled in the hours before every call - strategy initiatives, tech stack, trigger events, champion + economic-buyer mapping - landed where the rep already works, not requested as a fire drill the day before.

What the managed workflow does

Pulls from the systems that know

Filings, hiring data, news, social, tech-stack signals - combined into a single account view, sourced and dated, never speculative.

Maps the buying committee

Champion, economic buyer, technical evaluator, blocker - pulled from CRM, LinkedIn, and call history, with current role tenure and trigger dates.

Names the hypothesis

Three to five lines: what's the compelling event, where the deal sits today, what to test in the first call. Opinionated, not encyclopedic.

Lands inside the workflow

Brief pinned to the Salesforce account, attached to the Outreach task, posted to the rep's Slack - found without leaving the surface where work happens.

Four sources · one brief · in the rep’s account before the cadence fires

4 SIGNALS · 3 ENRICH GROUPS · BRIEF PINNED TO SFDC

SOURCE · 0110-K · 10-Q filingsApr 18 · Q1 ERSOURCE · 02Hiring + LinkedIn12 new roles · 30dSOURCE · 03News + funding$48M · Apr 9SOURCE · 04Tech stack signalBuiltWith · VendrSOURCESPRE-CALL BRIEF · MERCERLINEv1.4 · APR 22 · 6:14 AMACCOUNTMercerline Inc.Series C · $24M ARR · ~340 FTE · NYC HQCHAMPIONDevon Park · VP RevOpsJoined 14mo · ex-Stripe RevOpsECONOMIC BUYERMaria Lin · CFOQuoted Apr 18 · agent-ops podcastHYPOTHESISQ3 NA launch is the compelling event - they need agent-ops live by Aug 25.Pricing pages viewed 12× in 30d · Helio AI vs us in spreadsheet (Outreach signal).3 DISCOVERY HOOKSWhat's blocking your Q3 launch from being live by Aug 25?Where does your eval framework rank stack-depth vs time-to-value?Who else is in the room when you decide between us and Helio?INITIATIVES · CY26Agent ops platformQ3 NA launchPartner co-sell · AWSTECH STACKSnowflakeSalesforceOutreachSlack · NotionTRIGGERSSeries C · $48MVP RevOps hiredCFO posted Q2 plan

Signals harvested

Filings · 10-K · 10-Q · 8-KHiring + LinkedIn movesNews + funding announcementsTech stack · BuiltWith · Vendr

Briefs land in

Salesforce account · pinnedOutreach task · pre-call noteSlack DM · rep + managerAccount-plan doc · narrative

Signals harvested

  • Filings. 10-K, 10-Q, 8-K, S-1 - strategy disclosures, competitive language, segment metrics extracted with citations preserved.

  • Hiring + LinkedIn. Roles posted, leadership moves, team expansion patterns - what the org is staffing toward right now.

  • News + funding. Funding events, exec quotes, customer announcements, outages - anything that changes the conversation tomorrow.

  • Tech stack signal. BuiltWith, Vendr, intent platforms - what they run today and where you'd plug in.

Briefs land in

  • Salesforce account. Pinned to the account record so any rep, manager, or SE who opens the account sees the current brief first.

  • Outreach task. Attached to the cadence task that fires next, so the rep doesn't have to remember to fetch it.

  • Slack DM. Pinged to the rep + manager when the brief lands, with the change-log if it's a refresh.

  • Account-plan doc. Synthesized into the account-plan narrative for Tier 1 named accounts - quarterly review-ready.

What you get, every week

Reps walk in with current intel

Briefs aren't 9 months old slide decks. Each one is dated, sourced, and current to the morning - not last quarter's CRM note.

A consistent depth across the team

New AEs don't write worse briefs than senior ones. The bar isn't 'how good is the rep at research' - it's 'how good is the brief.'

Manager view that scales

Managers see the brief refresh activity across their team. Coverage gaps surface early - not in the post-mortem.

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