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TalentSourcer AI
THE AGENCY WORKFLOW

From client brief to
candidate conversations.

Work out the requirements, research your candidate pool, review your shortlist and run personalized outreach. Move interested candidates into your existing ATS.

Follow one example: an agency hiring a Germany-based enterprise SaaS account executive. The brief, candidate and messages below are fictional illustrations, not product screenshots or customer results.

STEP 01

Make the brief specific.

Bring the job description and your client notes. Use chat or an AI briefing call to turn them into criteria you can assess.

  • Separate must-haves from preferences.
  • Define what counts and which alternatives qualify.
  • Review and approve the brief.
ILLUSTRATIVE ASSIGNMENTAn enterprise SaaS account executive
CLIENT BRIEF

An enterprise SaaS AE in Germany, with experience selling to healthcare buyers.

Work it out in chat Talk through a briefing call
Turn the conversation into criteria
BRIEF TO REVIEW
  • B2B closing experienceMust-have
  • 5 years of SaaS closingMust-have
  • Currently based in GermanyMust-have
  • Experience selling to healthcare buyersMust-have
What counts as B2B closing?

Owned sales through to a signed contract with a business customer. Booking meetings alone does not meet this requirement.

STEP 02

Bring in your candidate pool.

Start with candidates you already have, or bring in a fresh search. Check them against the same client brief.

Which ATS import options can I use?

Available actions depend on the supported connection. CSV is a file-based import, not ongoing sync.

Check the options for your ATS
ILLUSTRATIVE ASSIGNMENTDifferent sources. One brief.

Your ATS

Supported native connection

LinkedIn search

Profiles from your search results

CSV upload

A file from your existing workflow

One candidate pool
ASSIGNMENT

Enterprise SaaS account executive · Germany

STEP 03

See the evidence behind the score.

Run candidate checks to research profiles and employers against your brief. Get a scored shortlist with findings you can inspect.

  • See the evidence for each requirement.
  • Spot must-have gaps and unanswered questions.
  • Read fit alongside evidence coverage.
What does employer research tell you?

It provides business context. A candidate's own experience still needs to support claims about their responsibilities.

BRIEF / ACCOUNT EXECUTIVEFictional example

Alex Taylor

Account Executive · Northstar Software

50%Fit on assessed criteria
Must-have gaps3 of 4 criteria assessed

Client's must-have requirements

B2B closing experienceMet

Profile describes closing contracts with business customers.

5 years of SaaS closing experiencePartly met

Four years of SaaS closing experience are listed.

Currently based in GermanyNo

Current profile location is London, UK.

Experience selling to healthcare buyersUnknown

The profile doesn't specify the customers Alex sold to.

How is fit calculated?

These four must-haves have equal weight. Met earns full credit, Partly met half and No zero. Unknown is excluded from fit, so this example scores 1.5 out of 3 assessed criteria: 50% fit, with 75% evidence coverage.

The score summarizes the assessment. It isn't a probability of success or a substitute for reviewing must-have gaps.

STEP 04

Review the candidates who need your judgment.

Sometimes the available data isn't enough for a conclusive assessment. See who needs a closer look and which question is still open.

  • Focus on the candidates with unanswered requirements.
  • Check the evidence or add what you already know.
  • Record your judgment, or leave the question open.
ILLUSTRATIVE ASSIGNMENTYour candidate review queue
Needs your judgment3 to review
  • Alex TaylorAccount Executive
    Healthcare buyersUnknown

    The profile doesn't name the customers Alex sold to.

  • Jordan LeeEnterprise Account Executive
    Closing responsibilityUnknown

    Sales work is listed, but ownership of the close is unclear.

  • Sam RiveraSenior Account Executive
    Years of SaaS closingUnknown

    Missing role dates leave the relevant tenure uncertain.

Example: resolve Alex's missing buyer evidence

Your previous call notes confirm sales to hospital procurement teams. Add those notes and mark the criterion Met, with a reason. The location and experience gaps still remain.

STEP 05

See how many candidates each requirement adds or removes.

Too few candidates, or too many? See the change in shortlist size before changing a requirement's priority.

  • Compare the candidate count for each requirement.
  • Review who would be included or ruled out.
  • Agree on trade-offs with your client.
  • Review the shortlist after a priority change.
What changes, and when do you need more research?
  • Changing priorities or filters helps you reconsider candidates already checked.
  • Adding or materially changing a criterion can require new checks to gather the relevant evidence.
  • If the existing pool cannot meet the brief, bring in more candidates and check them.

These insights describe your checked candidates, not the entire talent market.

ILLUSTRATIVE ASSIGNMENTTalent Pool Insights · shortlist impact
21in the current shortlist
50 candidates checked

Here, shortlist means candidates without a confirmed must-have gap. Unknowns may still need review.

Expand your shortlist

Healthcare buyer experienceMust-have → Nice-to-have
+8 candidates21 29 shortlisted
5 years of SaaS closingMust-have → Nice-to-have
+4 candidates21 25 shortlisted

Narrow your shortlist

Enterprise account experienceNice-to-have → Must-have
−6 candidates21 15 shortlisted

Illustrative counts. Each change starts from the same shortlist of 21; the changes are not additive.

STEP 06

Enrich the people you want to contact.

Find available emails and phone numbers for your selected shortlist. Spend the enrichment allowance on the people you intend to approach.

ILLUSTRATIVE ASSIGNMENTResearch first. Enrich the selected shortlist.
Selected candidates
Contact enrichment

Email

Find an available address

Phone

Find an available number

Contact availability varies by candidate.

STEP 07

Make the message relevant.

Use the candidate's assessed experience to explain why this opportunity is relevant. Turn unresolved gaps into useful questions.

  • Connect the message to actual evidence.
  • Review the facts and tone before launch.
ILLUSTRATIVE ASSIGNMENTA reviewed finding becomes relevant outreach
EVIDENCE FROM THE REVIEW

Alex has sold to procurement teams at hospital groups.

MESSAGE DRAFT · REVIEW BEFORE SENDING

Hi Alex, you mentioned selling to hospital procurement teams when we last spoke. I'm working on an enterprise SaaS role serving healthcare organizations in Germany.

You're currently based in London. Would a Germany-based role be something you'd consider?

Based on the fictional call notes in step 04.

STEP 08

Keep the conversation moving.

Launch your reviewed sequence. Emails send automatically; LinkedIn messages are queued for you to carry out.

  • Handle email and LinkedIn conversations in one inbox.
  • Set a reminder for the next follow-up.
  • Keep track of who wants to hear more.

The reply tells you whether there is interest.

ILLUSTRATIVE ASSIGNMENTYour unified inbox
Email LinkedInOne inbox
Alex TaylorEmail conversation
REPLY FROM ALEX

I'm open to hearing more. Could you send the details? I'm back on Thursday.

Follow up Thursday · 09:00Reminder if the thread still needs a response

Illustrative conversation and reminder.

STEP 09

Take interested candidates into your ATS.

Carry interested candidates into your existing recruiting process, with the findings and questions you need for the next conversation.

What transfers to my ATS?

Fields and actions depend on your supported connection or CSV export. Add any research notes the transfer does not include. Qualification and availability still need a conversation.

Discuss your ATS handoff
ILLUSTRATIVE ASSIGNMENTThe handoff into your recruiting process
ILLUSTRATIVE REPLY

I'd be open to hearing more. Can we discuss the location and what the role involves?

Supported connection or CSV export

Your ATS

Candidate details · findings · open questions

QualifySubmitInterview
Your next assignment

Your criteria.
Your shortlist.

Start with one role. See what the evidence tells you.

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