OVI is the AI-native ATS where you chat to hire. Two AI agents — Sora for sourcing and Milo for screening — find candidates, score every CV, and run AI interviews, all controlled from a single chat.

What does "chat to hire" mean?

Chat to hire is OVI's AI-native hiring workflow: instead of clicking through a traditional ATS, you describe what you need in chat and OVI's AI agents source candidates, screen applicants, run AI interviews, and send outreach for you.

What is an AI-native ATS?

An AI-native ATS is an applicant tracking system built around AI agents rather than forms and pipelines. OVI's AI chat ATS lets recruiters source, screen, interview, and follow up through conversation — the agents do the work and surface only the candidates worth meeting.

Who are Sora and Milo?

Sora is OVI's AI sourcing agent — she scans LinkedIn, the open web, and your ATS history to find best-fit candidates and reach out in your name. Milo is OVI's AI screening agent — he scores every applicant against your rubric and surfaces a ranked shortlist.

How do OVI's AI interviews work?

OVI runs async AI interviews for every shortlisted candidate and returns scores, transcripts, and recordings — so your team only meets the people worth meeting.

OVI vs LinkedIn Talent Solutions vs Indeed Smart Sourcing: AI Hiring Platform Showdown 2026

2026-06-19

LinkedIn has over a billion members. Indeed claims 300 million candidate profiles. Together they dominate the talent marketplace — but in 2026, sourcing candidates is the easy part. The hard part is everything that comes after: screening, interviewing, evaluating, and hiring. That is exactly where OVI rewrites the playbook.

This comparison breaks down three fundamentally different approaches to AI-powered hiring — and shows why a full-stack AI ATS beats a sourcing bolt-on every time.

The Architecture Gap: ATS vs. Add-On

The biggest distinction in this comparison is not price or features — it is architecture.

OVI is a full native AI chat ATS. Two purpose-built agents — Sora for sourcing and Milo for screening via AI audio chat — handle the hiring workflow end-to-end. Recruiters control the entire process through intent-based chat. There is no separate ATS to buy, no integrations to configure, no middleware to maintain.

LinkedIn Talent Solutions is the world's largest professional network with an AI assistant bolted on top. The LinkedIn Hiring Assistant, which reached general availability in September 2025 (with a February 2026 update adding Teams integration, AI Follow-Ups, and Verified Applicant Spotlight), helps recruiters source and engage candidates within LinkedIn's ecosystem. But once a candidate responds, recruiters still need a separate ATS to manage the rest of the process.

Indeed Smart Sourcing replaced the legacy Indeed Resume product with AI-powered candidate matching, personalized outreach templates, and Boolean search across roughly 300 million workers globally. It updated its analytics in August 2025 to include recruiter performance tracking. Like LinkedIn, it is a sourcing channel — not a hiring platform. A separate ATS is still required.

Head-to-Head Comparison

Dimension	OVI	LinkedIn Talent Solutions	Indeed Smart Sourcing
Architecture	Full AI-native ATS	Social network + AI assistant	Job board + AI matching
Sourcing	Sora agent (active + passive)	1B+ member network	300M candidate pool
Screening	Milo (AI audio chat)	None built-in	None built-in
ATS Required?	No — OVI IS the ATS	Yes, separate ATS needed	Yes, separate ATS needed
Entry Price	Free / $29/mo	~$170/mo (Lite)	$120/mo (Standard)
Mid-Market Price	$99/mo (Starter, all-in)	$1,080+/mo + separate ATS	$300/mo + separate ATS
AI Model	Purpose-built for hiring	Hiring Assistant add-on	Smart Sourcing matching
Compliance	Built-in	Varies by ATS	Varies by ATS

Pricing: The Total Cost of Hiring

Price matters, but only when you compare apples to apples — and in this space, the real cost is rarely one line item.

OVI offers a Free tier at $0, a Launch plan at $29/month, a Starter plan at $99/month, and a Growth plan at $450/month. At Starter, one credit equals one CV screen and five credits equal one minute of AI interview — putting the cost of a five-minute screening interview at roughly $2.50. No separate ATS subscription required.

LinkedIn Recruiter Lite starts at approximately $170/month per seat, giving access to basic search and InMail credits. LinkedIn Recruiter Corporate — required for the Hiring Assistant add-on — runs $1,080 or more per month per seat. The Hiring Assistant itself is available only on Corporate and Recruiter Professional Services plans, at an undisclosed add-on price that requires a sales conversation. Add a mid-market ATS at $300–$500/month and your all-in cost easily exceeds $1,500/month.

Indeed Smart Sourcing offers a Standard plan at $120/month (30 contacts) and a Professional plan at $300/month (100 contacts). Factor in a separate ATS and the total spend climbs past $500/month for even basic setups.

For a mid-market team, OVI at $99/month replaces a stack that would cost ten times as much with LinkedIn Corporate plus ATS, and five times as much with Indeed Professional plus ATS.

AI Capabilities: Where the Intelligence Sits

LinkedIn's Hiring Assistant delivers meaningful sourcing gains. Charter customers reported reviewing 62% fewer profiles and saving over four hours per role, with 69% higher InMail acceptance rates. Those are real productivity improvements — for the sourcing stage. Once a candidate is interested, the AI steps aside and the manual workflow begins.

Indeed Smart Sourcing applies AI matching to surface relevant candidates from its massive resume database and generates personalized outreach templates. The matching is effective for high-volume roles, particularly in hourly and blue-collar segments where Indeed's candidate pool is deepest.

OVI's intelligence spans the full workflow. Sora sources candidates across channels. Milo conducts structured AI audio screening — not video, not text — creating consistent, bias-resistant evaluations at scale. The AI does not make hiring decisions; it provides decision-support while the recruiter retains full control. This human-in-the-loop architecture meaningfully reduces exposure to automated employment decision tool (AEDT) regulations like NYC Local Law 144, since OVI does not fit the "automated decision" definition. No biometric analysis is used — voice characteristics and emotion detection are never part of the evaluation. Analysis is transcript-content only.

When Each Tool Wins

Choose LinkedIn Talent Solutions if your primary challenge is sourcing passive candidates in white-collar, knowledge-worker roles and you already have (and are happy with) a separate ATS. LinkedIn's network effect — over a billion members with rich professional data — is a genuine sourcing moat that no competitor can replicate.

Choose Indeed Smart Sourcing if you hire at high volume in hourly, skilled-trade, or blue-collar roles where Indeed's candidate pool is deepest. The $120/month entry point is competitive for pure sourcing at that scale.

Choose OVI if you want one platform that handles sourcing, screening, and applicant management without bolting together three or four separate tools. At $99/month for the Starter plan, OVI delivers a complete AI-powered ATS — not just a sourcing channel. For teams spending $1,000+ per month on LinkedIn Recruiter plus ATS fees, OVI replaces that entire stack at a fraction of the cost.

The Bottom Line

LinkedIn and Indeed are not going away — their talent networks are enormous and valuable as sourcing channels. But sourcing is only the first step. In 2026, the competitive advantage belongs to teams that automate the entire workflow from first contact to final decision. OVI is the only platform in this comparison that does that natively, at a price point that mid-market teams can actually afford.

For teams evaluating their hiring stack, the question is no longer "which sourcing tool?" It is "do I need a sourcing tool, or do I need an AI-native ATS that sources, screens, and hires — all in one place?"

For more on OVI's compliance posture and trust architecture, visit the Trust & Compliance Center.

What is the difference between OVI and LinkedIn Talent Solutions for hiring?

OVI is a full native AI chat ATS that handles sourcing, screening, and applicant management end-to-end in one platform. LinkedIn Talent Solutions is a professional network with an AI Hiring Assistant bolt-on that stops at candidate outreach — a separate ATS is still required for everything after. OVI requires no third-party integrations; LinkedIn does.

How much does OVI cost compared to LinkedIn Recruiter and Indeed Smart Sourcing?

OVI's Starter plan is $99/month, all-in, with no separate ATS needed. LinkedIn Recruiter Corporate — required for the Hiring Assistant — runs $1,080 or more per month per seat, plus $300–$500/month for a separate ATS. Indeed Smart Sourcing Professional is $300/month, also requiring a separate ATS. For mid-market teams, OVI is approximately 10x cheaper than LinkedIn and 5x cheaper than Indeed on a fully-loaded basis.

Is OVI compliant with NYC Local Law 144 and AI hiring regulations?

OVI's human-in-the-loop architecture meaningfully reduces exposure to AEDT regulations like NYC Local Law 144, since OVI does not make automated employment decisions — recruiters retain full control. OVI uses transcript-content only in evaluations, with no biometric analysis, no voice characteristic detection, and no emotion scoring. For full details, see OVI's Trust & Compliance Center.