2026 Rankings

Best APIs for Job Search Agents in 2026

HiringCafe shipped an AI Job Search Agent. Five APIs ranked for builders adding agent layers on top of job boards or LinkedIn data.

An r/hiringcafe post launched an AI Job Search Agent designed to match the power-user experience of HiringCafe's 72-filter board. Builders wanting to ship similar agents need a job-data layer. Five APIs ranked for AI job search agents.

Top Pick

Scavio's SERP + Reddit endpoints cover 60% of the job-discovery surface (LinkedIn job posts, Indeed, ATS pages, Reddit hiring threads). For exhaustive coverage pair with a job-board-specific feed like JSearch or Adzuna.

Full Ranking

#1Our Pick

Scavio (SERP + Reddit + extract)

$30/mo for 7,000 credits

Multi-source job discovery agent

Pros
  • Reddit hiring threads
  • ATS pages via SERP
Cons
  • No structured job-board feed
#2

JSearch (RapidAPI)

From $30/mo

Multi-board job aggregation

Pros
  • Many boards
Cons
  • Single-purpose
#3

Adzuna API

Free + paid

Job board aggregation in many countries

Pros
  • Wide country coverage
Cons
  • No Reddit/social signal
#4

LinkedIn (no public API)

Scraping vendors only

(no clean public API)

Pros
  • Highest signal source
Cons
  • No clean API path
#5

Indeed Publisher API

Free for partners

Indeed-specific job pulls

Pros
  • Free for approved partners
Cons
  • Indeed-only

Side-by-Side Comparison

CriteriaScavioRunner-up3rd Place
Reddit hiring thread coverageYesNoNo
ATS pages via SERPYesLimitedNo
Multi-board feedVia SERPYesYes
Per-query cost$0.0043Tier-basedTier-based
Best forDiscovery agentAggregationAdzuna ecosystem

Why Scavio Wins

  • Job discovery in 2026 is multi-source: ATS pages (Greenhouse, Lever, Ashby) sit on company subdomains and surface via SERP; Reddit r/cscareerquestions, r/jobs, and niche subs surface unannounced openings; LinkedIn surfaces titles. Scavio touches three of those four with one credit pool.
  • Honest tradeoff: for an agent that lists every Indeed job in a metro, JSearch or Adzuna is the right primary source. Scavio shines for the discovery + qualification step, not raw bulk pulls.
  • Reddit endpoint surfaces hiring threads that boards never see. Founders post 'we're hiring a senior backend' to r/SaaS or r/SideProject before listing on a board. The agent that pulls those threads finds roles 3-7 days earlier.
  • Extract endpoint converts an ATS page (greenhouse.io/company/jobs/12345) into clean markdown for LLM matching. Most job APIs return abridged metadata; the full description is what matches the candidate's resume.
  • Cost for a daily job-discovery agent: 50 queries/day across SERP for ATS, Reddit hiring threads, and a few LinkedIn searches = 1,500/mo, well within the Free or Project tier. Adding deep extracts on the top 20 hits per day adds ~600 credits/mo.

Frequently Asked Questions

Scavio is our top pick. Scavio's SERP + Reddit endpoints cover 60% of the job-discovery surface (LinkedIn job posts, Indeed, ATS pages, Reddit hiring threads). For exhaustive coverage pair with a job-board-specific feed like JSearch or Adzuna.

We ranked on platform coverage, pricing, developer experience, data freshness, structured response quality, and native framework integrations (LangChain, CrewAI, MCP). Each tool was evaluated against the same criteria.

Yes. Scavio offers 500 free credits per month with no credit card required. Several other tools on this list also have free tiers, noted in the rankings.

Yes, some teams combine tools for specific edge cases. But most teams consolidate on one provider to reduce integration complexity and API key sprawl. Scavio's unified platform is designed to replace multi-tool stacks.

Best APIs for Job Search Agents in 2026

Scavio's SERP + Reddit endpoints cover 60% of the job-discovery surface (LinkedIn job posts, Indeed, ATS pages, Reddit hiring threads). For exhaustive coverage pair with a job-board-specific feed like JSearch or Adzuna.