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Scaling Candidate Outreach for a Recruiting Platform

AutomationRecruitingLLMAPI Integration
47
Avg applications/week per candidate
31%
Increase in interview conversion
−23pts
Reduction in 30-day churn
Timeline: 8 weeks from kickoff to full production deployment
Team: 2 AiGiri engineers + 1 client platform engineer
Industry: HR Technology

The Challenge

A mid-size recruiting SaaS needed to help its candidates apply to 10× more relevant roles without increasing the time candidates spent on applications. Portal fatigue was causing 34% of candidates to drop off within their first two weeks on the platform.

The Solution

Deployed AiGiri Scout via white-label API, integrated directly into the platform's existing candidate portal. Scout automated job discovery, resume tailoring, and multi-portal submission without requiring candidates to leave the host platform.

Implementation approach

The integration used Scout's API to ingest candidate profiles and job preferences, then surface ranked opportunities within the existing candidate dashboard. Resume tailoring ran server-side, with candidates reviewing and approving applications in a single click. ATS compatibility checks ran before every submission to reduce rejection rates from formatting issues.

Key technical decisions

White-label API chosen over standalone Scout app to preserve the client's brand experience
Server-side resume tailoring kept latency under 4 seconds per application
One-click approval flow (not fully autonomous) maintained candidate trust and reduced misapplications
ATS compatibility scoring reduced submission failures by 67%

The Outcome

Candidates applied to an average of 47 roles per week (up from 4), with a 31% increase in interview conversion rates. Platform churn in the first 30 days dropped from 34% to 11% as candidates saw faster results.

"AiGiri Scout completely transformed how our candidates search for jobs. What used to take them hours every day now takes minutes, and the quality of matches is noticeably better. Our retention numbers have never looked like this."

Priya Menon
VP of Product, TalentBridge SaaS

Product used

Talent & Recruiting Automation

AiGiri Scout

Apply smarter. Land faster.

Explore AiGiri Scout

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