The process

It doesn't replace your judgment. It structures it.

Most sourcing tools promise to do the work for you. This one doesn't. It takes the evaluation you already perform in your head on every profile, makes you say it out loud once at the start of a search, and then applies it the same way to every candidate you look at. What changes isn't the quality of your judgment. It's the consistency, and how much of it survives to the end of the week.

The shift

What actually changes

Be honest about a long sourcing session. The first ten profiles get your full attention. The fiftieth gets a glance at the current title and a gut call. That drift is the real problem, and it's the one worth fixing.

Before
  • Criteria live in your head and shift as the day goes on
  • Every profile re-read from scratch, section by section
  • Notes written for the candidates you liked, skipped for the rest
  • Unfamiliar employers get a quick guess or an open tab you never return to
  • "Did I already look at this person?" answered by scrolling
  • By profile fifty you are grading on title and company name alone
After
  • Criteria written down once, before the first profile
  • Every profile measured against the same list, in the same order
  • A written record for every candidate, including the passes
  • Each employer classified, with the uncertain ones flagged as uncertain
  • Full history, searchable and starrable
  • Profile fifty gets the same treatment as profile one

The other half of the problem is the gray zone. Most profiles are not an obvious yes or no, and LinkedIn rarely spells everything out. TalSeek reads company background, adjacent experience, and the pattern across a career to surface what isn't stated in black and white, so borderline candidates get a sharper call instead of a coin flip.

The walkthrough

Five steps, four of them once per search

Setup is the only part that takes real thought, and you do it a single time when the search opens. Everything after that happens while you source.

1

Define the search once

Paste in the intake notes or the job description and TalSeek drafts the criteria for you: three or four genuine must-haves, in plain language. You edit them, because the draft is a starting point and you know things the document doesn't say. You also describe what a relevant company looks like for this search: the industry, the stage, the size, the business model, whatever actually matters here.

This is the part that changes your process. Writing down four must-haves forces a conversation with yourself, and sometimes with the hiring manager, that usually happens implicitly halfway through a search. Doing it first is the whole point.
2

Source exactly as you do now

Open profiles the same way you always have. TalSeek sits in the browser side panel rather than a popup, so it stays open as you move from candidate to candidate. Nothing about your search technique changes, and there's no separate app to keep in sync.

3

Read the candidate verdict

One click returns an overall call of STRONG, POSSIBLE, or PASS. Then, more usefully, each of your criteria marked CONFIRMED, UNCLEAR, or UNLIKELY with the evidence from the profile attached. The overall grade is the part you'll glance at. The criterion-by-criterion breakdown is the part you'll actually use.

When a criterion comes back UNCLEAR, you get a specific screening question written for that candidate. That question is the difference between "seems interesting, let's talk" and walking into the call already knowing the one thing you need to resolve.

4

Read the career, not just the titles

The same click classifies every employer in the work history against your company definition and returns MATCH, UNSURE, or NO MATCH, most recent first, along with the specific data points you asked for. Ten years of experience at companies that all miss your definition is a different candidate from ten years at companies that all hit it, and that pattern is invisible from job titles alone.

Company knowledge has real limits, and small or private employers are exactly where an AI tool is most tempted to invent something. TalSeek marks those UNSURE rather than guessing, and tells you what to verify. Treat UNSURE as a to-do, not a verdict.
5

Keep the reasoning

One click copies the whole analysis as clean text: verdicts, evidence, screening questions, employer classifications, all ready to drop into your ATS, your notes, or a submittal. Everything is also saved automatically, so you can star the strong ones, filter by search or verdict, and export what passed.

This is the quiet win. The reasoning behind a pass is normally the first thing thrown away, and it's the thing you desperately want six weeks later when the hiring manager asks why you skipped someone.

Three searches

The same tool, three different jobs

The criteria and the company definition are yours, written in your language. Nothing about the tool assumes a particular function, seniority, or industry. Three real-shaped examples:

Staff Software Engineer
Technical
Must-haves
  • Distributed systems at meaningful scale
  • Production ownership, not just feature work
  • Has mentored or led without a manager title
Relevant company

Consumer or developer infrastructure companies operating at real scale, not agencies or consultancies. Report the industry and whether the company is a startup, mid-size, or enterprise.

VP of Finance
Executive
Must-haves
  • Public company reporting experience
  • Has run an ERP implementation end to end
  • Has managed a finance team, not just individual contributors
Relevant company

Manufacturing or distribution businesses at enterprise scale, not startups. Report the industry and whether the company is public or private.

Clinical Operations Manager
Healthcare
Must-haves
  • Multi-site clinical operations
  • Direct regulatory and accreditation exposure
  • Scaled a team through real growth
Relevant company

Healthcare provider organizations, not payers, device makers, or health tech vendors. Report the care setting and whether the organization is for-profit or non-profit.

Boundaries

What it deliberately does not do

A tool that claims to do everything in recruiting should worry you. This one covers the search phase and stops there.

It does not screen or interview anyone

No outreach, no scheduling, no automated conversations with candidates. It reads what is already on a public profile and helps you decide who is worth your time. Every human interaction remains yours.

It does not rank people against each other

There is no leaderboard and no composite score. Each candidate is evaluated against your written criteria on their own terms. Comparing finalists is a judgment call that depends on context the tool doesn't have.

It does not search the web

Company classification comes from the model's existing knowledge, not a live lookup. That's why uncertainty is reported as uncertainty. Anything marked UNSURE is a prompt for you to check, not an answer.

It does not make any candidate selection decisions

A verdict is an opinion with its reasoning shown, which means you can disagree with it and see exactly where it went wrong. Override it whenever you like. That's the intended use, not a workaround.

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