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//Use Case · HR & Recruiting

The Best Candidates Aren’t Applying. Find Them by Their Work

Source engineers from their repos and answers, ground every offer in today’s comp data, and see the openings rival employers post before your candidates do. Plug Anysite into your agent and the whole desk runs in one conversation — on data pulled live at query time, business data included.

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What you can ask, and what comes back

Source by real work

Ask: “Find senior Rust engineers active on GitHub in the last 6 months, open to remote.

Anysite matches GitHub · profiles · job boards and returns 34 candidates.

CandidateSignalLocationProfile
dev-arlen120 commits, 2 cratesBerlingithub/dev-arlen
rust-mikaMaintainer, tokio PRsLisbongithub/rust-mika
k-ostrovTalk + active issuesRemote EUgithub/k-ostrov

Benchmark the offer

Ask: “What does a senior product designer make in Berlin right now, and how do top employers compare on reviews?

Anysite matches salaries · levels · reviews and returns 5 employers.

EmployerSenior bandRatingSource
Cartora€78–92K4.3 / 5Glassdoor
Nexbill€74–88K3.9 / 5kununu
Veyra Studio€80–95K4.1 / 5Glassdoor

Watch rival openings

Ask: “Pull remote staff engineer roles posted this week paying $180K+, and brief me on each company behind them.

Anysite matches job boards · salaries · reviews and returns 18 openings.

CompanyRoleCompPosted
FinloStaff Engineer$185–210KMon
LoomtrackStaff Platform Eng$190K + equityTue
QuandiaStaff Backend Eng$180–200KWed

Hiring Data Today: Keyword Soup, Seat Licenses, Stale Comp Bands

Three walls every hiring team hits between the intake call and the signed offer — and what changes when your agent gets a real data layer.

The Old Way
With Anysite

Source by the Work, Not the Keywords

Your agent finds candidates by what they actually build — commits, answers, talks, posts — across developer platforms and professional networks, without a keyword lottery deciding who you meet.
The Old Way
With Anysite

One Flat Price for the Whole Desk

The Old Way
With Anysite

Today’s Market Rate, Pulled at Offer Time

Start in Three Steps

//On Repeat

Set It Once. Your Agent Runs the Motion on Repeat.

Standing plays, scheduled through your agent over MCP. Results land where you already work — your week becomes decisions, not data-gathering.

Dailyruns every morning

See every opening your candidates are weighing.

Watch competitor hiringSlack
Spot who’s open to moveSlack
Weeklyruns Monday AM

The pipeline refills before the intake calls.

Source by real workSheet
Map the talent poolCRM
Before every offerruns before the offer call

Every offer goes out priced on this week’s market.

Benchmark salaries liveChat digest
5 standing plays · 1 key · from $30/monthStart for free

Sources the Hiring Desk Runs On

GitHubStack OverflowBusiness dataGlassdoorlevels.fyiPayscaleIndeedWe Work RemotelyHN Who’s Hiring
Browse all source categories

Hire on Data the Other Desks Aren’t Reading

Source by the work, price the offer on today’s market, and know what rival employers are posting before your candidates do. Every workflow on this page runs in your agent over MCP — from $30/month flat, 7-day free trial. Need the same catalog in your own stack? REST and CLI come on one API key, from $49/month.

Common Questions

Yes, wherever the work leaves a public trail — design portfolios, published analyses, community answers, conference talks. Comp benchmarking and the openings watch are role-agnostic out of the box. Honest caveat: developer platforms carry the deepest work signal, so technical roles get the richest sourcing today.