SeekOut vs micro1, a recruiting platform beside an AI data lab
SeekOut vs micro1 is rarely a like for like choice. Pick SeekOut if your team needs to find and screen people for its own open roles. Pick micro1 if you are building AI models and need expert human data. If you came for micro1's Zara interviewer, its pages describe it only for micro1's own experts.
SeekOut vs micro1, side by side
Each cell is what the company says about itself on its own site, read on 5 October 2026. The rows show how far apart the two businesses now sit.
| What you are comparing | SeekOut | micro1 |
|---|---|---|
| How it describes itself | An agentic AI recruiting platform to source, screen and engage talent | A data lab to train frontier models and evaluate agents |
| Who buys it | Recruiting teams; it says 750+ enterprises trust it | AI labs and companies with a data or evaluation project |
| What it delivers | Candidates for your roles, from 1B+ profiles and your ATS | Expert human data, RL environments (Realm), agent evaluation (Cortex) and robotics data |
| AI interview | An AI screener that runs video interviews and returns transcripts and evidence | Zara, an AI recruiter that certifies people joining micro1's expert network |
| Who the interview serves | Your applicants, scored against criteria you set | micro1's own applicants, judged against its global certification criteria |
| How you start | A 14 day free trial of Sourcing Core, no card required | A company contact form that asks about your project |
| Pricing model | Per seat; one entry plan shows a figure, larger plans are billed annually and tailored | No price on any page read; scoped per project |
Read on seekout.com and micro1.ai on 5 October 2026. No price figure is printed here; check each site on the day you buy.
What micro1 is now, and why that matters here
Older comparisons treat micro1 as an AI recruiting vendor with an interviewer called Zara. Its homepage today leads with something else: Realm, RL environments and frontier evaluations for AI labs; Cortex, a contextual evaluation platform for agents in production; and robotics data demonstrated by experts. The company contact form asks you to describe your project.
Zara still exists, but on the pages read it sits on the talent side. Its interview guide tells applicants that every candidate goes through a conversational interview with Zara, on demand, and gets a real time result against micro1's global certification criteria. That is micro1 screening its own contributors, not a product sold to your recruiting team.
How a recruiter uses SeekOut on an open role
This is the sequence SeekOut describes across its sourcing, screening and pricing pages, from job description to shortlist.
- Turn the job into criteria Paste a job description or describe the person in your own words. SeekOut turns it into search criteria you can see and change, with over 300 Power Filters available.
- Search outside and inside One search covers 1B+ external profiles and your ATS, so silver medalists and past applicants appear beside new names. ATS rediscovery sits in the higher plans.
- Rank and review Agents build a rubric, find candidates and explain each ranking against your criteria. SeekOut says recruiters approve or adjust at every critical step.
- Reach out It drafts personalised, multi touch campaigns for passive candidates, and on its entry plan connects your email so messages send on your behalf.
- Screen the people who reply or apply Inbound Evaluation and AI Screening score applicants and run AI video interviews. It is included in the top plan and an add-on below it.
What Zara is, in micro1's own words
Zara micro1's AI recruiter. Its guide describes a conversational interview available on demand, with open ended technical and scenario questions, a coding challenge for technical roles and a human data exercise for annotator roles.
Applicants who pass are certified and become eligible for AI training projects matched to their verified skills. Those who do not can request feedback. micro1 also offers an Interview Prep tool for practice runs.
Choose SeekOut if, choose micro1 if
Start from the job you need done, not the brand. These five cases cover most reasons people search this pair.
You have open roles and need people who have not applied, such as cleared engineers or nurses.
SeekOut. It searches 1B+ profiles with filters for inferred security clearance, healthcare licences and diversity, and lists Workday, Greenhouse and SmartRecruiters among its ATS partners.
Which filters sit on your plan; advanced diversity filters start above the entry tier.
Hundreds of applicants arrive per role and your recruiters cannot screen them fast enough.
SeekOut's Inbound Evaluation scores every applicant against your rubric and its AI screener runs video interviews with transcripts.
Whether screening is an add-on on your plan or part of Full Recruiting Funnel.
You run an AI lab and need domain experts to write, grade or demonstrate data for a model.
micro1. Its business is expert human data, RL environments and evaluations, with a certified expert network in engineering, finance, healthcare, law and more.
How experts on your project are certified and how quality is reviewed.
You ship an AI agent and need to measure how it behaves in production.
micro1's Cortex, which it calls the visibility and improvement layer for agentic AI.
Scope and pricing, since none is published.
You wanted an AI interviewer like Zara for your own company's applicants.
micro1's pages read describe no way to license Zara. SeekOut's AI Screening is the closer fit of the two, inside a larger sourcing platform.
Ask micro1 directly if Zara is still offered to employers.
How each one shows up in your week
With SeekOut, recruiters log in, or work from Claude, ChatGPT, Copilot, Gemini or Amazon Quick through SeekOut MCP, which its site says is included with SeekOut Sourcing at no extra cost. They run searches, review ranked people with reasons, send campaigns and check screening transcripts. The work is daily and seat based.
With micro1, your team would not run searches at all. You scope a project, and micro1 supplies certified experts and the environments or evaluations around them. Your people review outputs, not candidates. The two products touch hiring only in the sense that micro1 hires its experts, through Zara, for work it then delivers to you.
Questions to settle before you contact either
- Are we hiring employees, or buying data and evaluation work?
- Do we need people who never applied, or a way to screen applicants?
- Which ATS must the tool read from and write to?
- Does our legal team need a DPA? SeekOut says it supports one
- Do we want seats our recruiters use daily, or a scoped project?
- If we need an AI interview, will candidates take it for our roles?
SeekOut vs micro1 pricing, by model
Neither bill is shaped like the other. This is how each one charges, without figures.
| Question | SeekOut | micro1 |
|---|---|---|
| What you pay for | Recruiter seats, with modules such as screening added on | A project scoped with its team |
| Is a figure published? | Yes, for Sourcing Core only | No figure on the pages read |
| Billing period | Monthly or annual on Core; annual on the team plans | Not stated |
| Trial | 14 days of Sourcing Core, no card, no contract | None described |
| Volume pricing | Per seat pricing adjusts with volume; packages tailored to team size | Not stated |
From seekout.com/pricing and micro1.ai, 5 October 2026. Ask for a written quote before comparing totals.
SeekOut vs micro1 in 4 lines
- SeekOut is recruiting software your team uses to find, rank, contact and screen candidates
- micro1 now sells expert human data, RL environments and agent evaluation to AI builders
- Zara interviews people joining micro1's expert network; no page read sells it to employers
- SeekOut publishes one entry price and a trial; micro1 scopes every engagement
If you came here for the AI interviewer
A live AI video interview at a slot the candidate books, scored against a rubric fixed for the role.
Teams that wanted a Zara style interview for their own applicants can also look at The Cognitive. It finds people across ~900M public profiles with verified emails and phones, then runs live, two way AI video interviews of 10 or 20 minutes, returning a 1 to 5 score per criterion, overall written feedback, a transcript and a recording.
Keep reading
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Before comparing features, ask which side of the hire you are on. SeekOut helps you hire. micro1 hires experts itself, then sells their work.
Frequently asked questions
Is SeekOut better than micro1?
They do different jobs, so better depends on yours. SeekOut is software for recruiting teams: it searches 1B+ profiles and your ATS, drafts outreach and screens applicants with AI video interviews. micro1 calls itself a data lab that supplies expert human data, RL environments and agent evaluations to AI builders. A team filling its own roles will find SeekOut relevant; an AI lab will find micro1 relevant.
Can I use micro1's Zara to interview my own candidates?
Not on the evidence of micro1's own site on 5 October 2026. Its interview guide describes Zara as the conversational interview every micro1 applicant takes to earn certification, and its company form asks about data projects. No page read offers Zara to outside employers. Ask micro1 directly if that matters to you.
SeekOut vs micro1 pricing: how do they charge?
SeekOut charges per recruiter seat. Its entry plan, Sourcing Core, shows a figure and comes with a 14 day trial, while the team plans are billed annually with packages tailored to size, and screening is included at the top tier or added on. micro1 publishes no price; engagements are scoped through its company form.
Does SeekOut do AI interviews?
Yes. SeekOut says its AI screener conducts video interviews with candidates, evaluates responses against your criteria and delivers transcripts and evidence, with human in the loop validation. Its pricing FAQ calls Inbound Evaluation and AI Screening an add-on for Team and Enterprise plans, included in the Full Recruiting Funnel plan.
What does micro1 do now?
Its homepage calls micro1 a data lab to train frontier models and evaluate agents. It lists Realm for RL environments and frontier evaluations, Cortex for evaluating AI agents in production, and robotics data demonstrated by experts. Experts in fields such as engineering, finance, healthcare and law join through a Zara interview and work on AI training projects.
Can I use SeekOut and micro1 together?
There is little to connect. SeekOut would find and screen candidates for roles at your company; micro1 would deliver data or evaluation work through its own experts. A company could buy both for different teams, but neither site describes an integration with the other.
What should an employer use instead of micro1 for AI interviews?
Look for a tool that runs interviews for your applicants and returns evidence you can check. SeekOut's AI Screening does that inside a sourcing platform. Our micro1 alternatives page lists standalone AI interviewers that sell self serve, so you can try one on a live role before signing anything.
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