A Programmatic Recruitment Platform Built By The Person Who Invented The Category
Real-time bidding on individual impressions, AI-generated creative per role and channel, invalid traffic filtered before the bid, and reporting that runs through to a confirmed hire.
What is a programmatic recruitment platform?
A programmatic recruitment platform automates how employers buy candidate attention: it ingests open roles, builds audiences, generates ad creative per role and channel, buys media through real-time bidding on individual impressions, and measures results through to a confirmed hire. TalentXi is a programmatic recruitment platform built by the holder of the original programmatic job advertising patent (US20070162323A1). It runs on the XML job feed an employer already publishes, filters invalid traffic before the bid rather than crediting it afterwards, and reports every publisher, placement and dollar at the log level.
What The Platform Actually Does
Feed ingestion
Any standard XML job feed or scheduled export. No ATS integration, no engineering sprint, first bids typically live in under a week.
Audience construction
Roles are translated into addressable audiences inside the demand-side platform — skills, geography, commute radius, seniority and intent signals.
Creative generation
Brand-safe ad variants are produced for every role, location and format, then rotated automatically against live performance.
Real-time bidding
Each impression is priced individually in roughly 100 milliseconds across display, video, CTV, audio, native, DOOH and in-game inventory.
Pre-bid traffic filtering
Invalid and automated traffic is screened before money is committed, so bot activity is never billed and later reconciled.
Outcome measurement
Optimization targets qualified applicants, confirmed starts and retention. Media cost and platform fee stay separate line items.
Programmatic Recruitment Platform Versus Job-Board Bid Tools
| Programmatic recruitment platform | Job-board bid management | |
|---|---|---|
| What is purchased | Individual ad impressions in an open auction | Clicks on listings inside publisher job inventory |
| Where candidates are reached | Wherever they already are: display, video, CTV, audio, native, DOOH, in-game | Only people actively searching a job board |
| Pricing | Media cost plus a stated platform fee | Blended cost-per-click or cost-per-application with margin inside |
| Fraud handling | Filtered before the bid is placed | Billed, then partially credited after the fact |
| Success metric | Qualified applicants, starts, retention | Applies and click volume |
| Reporting depth | Log-level publisher and placement detail | Aggregated board-level summaries |
Key Numbers
Figures cited with the deployment and date they come from.
- 69%
- Lower cost per applicantTalentXi healthcare deployment, 60 days, 2026. See the healthcare case study for methodology.
- <1 week
- Contract to first bidTalentXi onboarding, feed-based deployment with no ATS integration, 2026.
- ~100ms
- Time to price an impressionStandard real-time bidding auction latency across open exchanges.
- US20070162323A1
- Original programmatic job advertising patent applicationUnited States Patent and Trademark Office, filed by TalentXi founder Jason Gorham.
How To Evaluate A Programmatic Recruitment Platform
- Auction access: Does the platform bid on impressions directly, or does it rebid clicks on your behalf inside someone else's marketplace?
- Inventory reach: Ask which channels it can actually buy beyond job boards — video, CTV, audio, native, DOOH and in-game are where passive candidates spend attention.
- Pricing transparency: Media cost and platform fee should be separate lines in the quote. If they are not, the margin is hidden in your click price.
- Optimization target: Applications are a proxy metric. Ask what the bidder optimizes toward and whether hire and retention data feeds back into it.
- Time to first bid: A feed-based platform starts from exports you already produce. Integration-heavy platforms bill you before a single impression is bought.
Frequently Asked Questions
What is a programmatic recruitment platform
A programmatic recruitment platform is software that automates the buying, targeting, creative and measurement of recruitment advertising. It ingests your open roles, builds candidate audiences, generates ad creative, buys media through real-time bidding on individual impressions, and reports results from impression through to hire.
How is a programmatic recruitment platform different from job-board bid management
Bid management rebids clicks across job-board inventory, so every dollar still buys attention from people already searching a board. A programmatic recruitment platform buys individual impressions in an open auction across display, video, CTV, audio, native, DOOH and in-game inventory, pricing each one on how likely that specific viewer is to become a hire.
How much does a programmatic recruitment platform cost
Transparent platforms quote media cost — the CPM on impressions actually won — plus a stated platform fee. A typical enterprise pilot with TalentXi is around $10,000 of media over 30 days on a small set of hard-to-fill roles. Request a demo or pricing to get both lines in writing.
Does a programmatic recruitment platform need an ATS integration
Not with TalentXi. It runs on the XML job feed you already publish, so there is no ATS integration and no engineering ticket. Contract to first bid typically takes under a week.
Does a programmatic recruitment platform reduce bot and fraudulent applications
It does when invalid traffic is filtered before the bid rather than reconciled afterwards. Pay-per-click models bill every click, including automated ones. Impression-level buying with pre-bid screening never spends the money in the first place.
Who should use a programmatic recruitment platform
Enterprise talent acquisition and recruitment marketing teams with recurring hard-to-fill roles, high-volume hiring, or job-board spend that no longer produces qualified applicants. It suits teams that need to defend cost per hire to a CFO with publisher-level evidence.
How do I evaluate programmatic recruitment platforms
Compare auction access, inventory reach beyond job boards, whether media cost and platform fee are quoted separately, what the bidder optimizes toward, and time to first bid. Then run a 30-day pilot on a small role set instead of committing annual spend up front.