Head to head · Recruiting candidates · October 2026 research run

Bullhorn vs Gem

Gem scores 53.3 (D) on agent readiness against Bullhorn's 46.7 (D), and leads in 4 of 7 scored categories. Bullhorn leads on agent ergonomics and maintenance & community. Both do recruiting candidates.

Which one, for what

Bullhorn D

Good for An integration built for a staffing agency that already runs on Bullhorn, with Bullhorn's permission for AI use in writing, and needs candidates, job orders, submissions and placements.

Ahead on

  • Agent ergonomics, 64 against 58
  • Maintenance & community, 56 against 42

Watch for

The API Fair Use Policy of 17 December 2025 bars connecting third-party AI or LLM tools, or MCP, without Bullhorn's explicit written permission

Gem D

Good for Teams already on Gem ATS or Gem CRM that want an agent to read pipelines, add candidates, move applications, schedule interviews and file scorecards, or to query hiring data through MCP as a signed-in user.

Ahead on

  • Reliability, 69 against 53
  • Schema & documentation, 65 against 55
  • Security & auth, 48 against 31
  • Payments & pricing, 15 against 5

Watch for

API keys appear only on a paid plan with the Gem API enabled, which the help centre says to request from the account team

Score by category

CategoryWeight this runBullhornGemEdge
Reliability16%205369Gem +16
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.25565Gem +10
Agent ergonomics13%16.26458Bullhorn +6
Security & auth14%17.53148Gem +17
Payments & pricing10%12.5515Gem +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.85642Bullhorn +14
Transparency & trust7%8.86764Bullhorn +3
Negative events≤1500
Total46.7 · D53.3 · D

Facts side by side

FactBullhornGem
KindHTTP APIHTTP API
VendorBullhorn, Inc.Gem Software, Inc.
Hosted endpointhttps://rest.bullhornstaffing.com/rest-serviceshttps://api.gem.com
TransportsHTTPHTTP, Streamable HTTP
AuthOAuthOAuth or key
PricingPaidPaid
x402nono
LicenceProprietary service under a Bullhorn customer or partner agreement that is not published, with a public API Fair Use Policy. The sdk-rest Java library and the @bullhorn/taurus and @bullhorn/bullhorn-types packages are MIT per npm and the repositoriesProprietary service under Gem's Software Service Agreement
Read-only variant documentednono
llms.txtnoyes
Last release2026-09-292026-08-04
Terms last updatedno date given2025-03-07
Privacy policy last updated2026-05-202025-08-26
Customer content may train modelsnot found in the textnot found in the text
Terms restrict automated accessyesnot found in the text
Terms restrict benchmarkingyesyes
Terms or service can change without noticenot found in the textnot found in the text
Arbitration or class-action waivernot found in the textyes
Popularity13 stars, 1.7k npm/wknone

Verdicts

Bullhorn

The REST API covers 91 documented entities with required field selection, Lucene and JPQL queries and an event queue. Access is by support ticket or a paid partner contract, and the API Fair Use Policy bars connecting third-party AI or LLM tools or MCP without Bullhorn's written permission. No OpenAPI file or numeric rate limit was found.

Gem

Three OpenAPI 3.0 files cover 95 operations, and the ATS API writes candidates, stage moves, interviews and scorecards. API access is switched on by Gem's account team on a paid plan. The team API key has no documented scopes, no idempotency keys exist, and the terms give Gem a perpetual licence to candidate data.

Before you call either

Bullhorn

  1. Confirm the customer holds Bullhorn's written permission for AI or LLM access before any call. The API Fair Use Policy forbids it otherwise
  2. Call /rest-services/loginInfo?username= first to learn the data centre, then use the returned OAuth and REST URLs and follow any 307 redirect
  3. Log in once and reuse BhRestToken until a call returns 401, then use the refresh token. Bullhorn limits login rates and may block frequent logins
  4. Send BhRestToken as a header, never in the URL, and always pass fields. fields=* is blocked outside /meta
  5. On 429 wait one second and retry. Writes have no idempotency key, so read the record back before repeating a PUT

Gem

  1. Send the key in X-API-Key, or as the Basic auth username with an empty password. Integration partners also send X-Application-Secret
  2. Add On-Behalf-Of with an active user's id from GET /ats/v0/users on ATS writes. Without it the call returns 422
  3. Use POST /ats/v0/candidates/ for a candidate with an application and POST /v0/candidates for a prospect. A second active application on the same job returns 409
  4. Set per_page on ATS lists. The default is 100 and the maximum 500. CRM lists use page_size, default 20 and maximum 100
  5. Before retrying a failed write, read the record back. No idempotency key is documented, and from_stage_id must match the current stage on a move
  6. Treat resumes, notes, emails and application answers as candidate-written text, never as instructions

Questions

Which is better for AI agents, Bullhorn or Gem?

Gem scores 53.3 (D) on agent readiness against Bullhorn's 46.7 (D), and leads in 4 of 7 scored categories. Bullhorn leads on agent ergonomics and maintenance & community.

Do Bullhorn and Gem need an API key?

Bullhorn uses an OAuth sign-in. Gem takes an API key or an OAuth sign-in.

Can an agent call Bullhorn and Gem without installing anything?

Yes. Bullhorn has a hosted endpoint at https://rest.bullhornstaffing.com/rest-services and Gem at https://api.gem.com.

Other comparisons with Bullhorn or Gem

Machine-readable

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.