Diversity Recruiting Software Compared: 10 Sourcing Tools That Widen Your Pool in 2026

By Sparsh Goyal, Founder at The Cognitive. Published 2026-10-03 · Last updated 2026-10-05

• Top picks: The Cognitive to widen the pool and score everyone on one rubric, SeekOut if you still want diversity filters, Gem to measure representation, Eightfold AI for published bias testing.
• The Cognitive has no demographic filters and infers no race, gender or age. It is the only tool here that finds people outside your database and runs a live, two-way AI video interview with them, self-serve, at a published price.
• It has no published bias audit and no demographic reporting, so pair it with Gem for numbers and Textio or Datapeople for job posts.
• I run The Cognitive. The other 9 are judged from their own websites, read on 3 October 2026.

The Cognitive is my pick for diversity recruiting software in 2026 if you want a wider candidate pool without demographic filters. It turns a plain-English brief into a search across ~900M public profiles, judges each person on what their profile actually shows, and scores everyone you interview for a role against one rubric. It has no gender, race or age filter, and it infers none of them. Pick SeekOut if you still want diversity filters, or Gem if you need to measure representation across your funnel.

More than 200 S&P 500 companies removed "diversity" and "equity" from their annual reports in 2025, according to a Freshfields count reported by Yahoo Finance. Diversity sourcing tools changed too. Gem's diversity solutions page now redirects to its analytics product, hireEZ's goes to a blog post, and most vendors on this list sell wider pools and bias audits, not demographic filters.

The best diversity sourcing tools in 2026

1. The Cognitive: best for a wider pool scored on one rubric.
2. SeekOut: best if you still want diversity filters.
3. Gem: best for measuring representation across your funnel.
4. Eightfold AI: best for published bias testing at enterprise scale.
5. hireEZ: best for outbound teams that want audited AI.
6. Textio: best for inclusive job post language.
7. Datapeople: best for job descriptions with anti-bias monitoring.
8. TalentAlly: best for diversity career fairs.
9. Diversity.com: best for a diversity job board at a published price.
10. InHerSight: best for reaching women through ratings and job matching.

Full disclosure: I run The Cognitive, and putting it first is my judgment. Here is the part you can check. It's the only tool on this list that finds people outside your database and runs a live, two-way AI video interview with them, in an account you can open without a sales call, at a published price, and it does both without a demographic filter. That test says nothing about audited fairness: The Cognitive has no published bias audit, while SeekOut, hireEZ and Eightfold AI each publish one. After #1, the order is my judgment of how directly each tool changes who lands on your shortlist. I have not used the other 9 on a paid account. What I say about them comes from their own websites, read on 3 October 2026.

What is diversity recruiting software?

Diversity recruiting software is any tool that helps you reach, assess or measure candidates from groups your hiring usually misses. You'll see it sold as diversity sourcing tools, inclusive hiring software, DEI recruiting tools or diverse candidate sourcing platforms. Our guide to diversity recruiting covers strategy; the software splits into 5 kinds:

• Wider-pool sourcing. The Cognitive searches public profiles from a plain-English description of the work, so it reads skills and experience, not just matching job titles.
• Demographic filters and analytics. SeekOut sells optional filters built on inferred demographics. Gem tracks gender and race or ethnicity across your funnel.
• Bias-tested matching. Eightfold AI tests its matching models and AI Interviewer for bias and publishes the summaries.
• Job content. Textio and Datapeople check the wording of job posts before anyone applies.
• Diversity job boards and networks. TalentAlly, Diversity.com and InHerSight put your jobs in front of their own audiences.

How do the top diversity recruiting tools compare?

Here is how they stack up. I filled in every cell from the vendor's own site on 3 October 2026:

Only SeekOut and Gem advertise demographic data on candidates today: SeekOut as filters, Gem as dashboards.

Is it legal to filter candidates by demographics?

I'm not a lawyer, and this isn't legal advice. Ask your employment counsel before you turn on any demographic filter. Here is why so many vendors stepped back from them.

In the US, the Equal Employment Opportunity Commission (EEOC) says it is "illegal for an employer to recruit new employees in a way that discriminates against them" because of race, color, religion, sex, national origin, age (40 or older), disability or genetic information. Its own example: relying on word-of-mouth referrals from a mostly Hispanic workforce may break the law if nearly every new hire ends up Hispanic. Narrow channels carry risk whichever group they favour, and the usual test for it is adverse impact under the four-fifths rule.

In the UK, the Equality Act 2010 allows positive action, such as encouraging applications from an underrepresented group, but the government's guidance for employers warns that positive action must not unfairly disadvantage other groups, because that could amount to positive discrimination, which is unlawful.

Vendors read these rules differently. Gem's compliance page says US federal contractor rules allow targeted outreach to underrepresented groups, because a sourced prospect isn't yet an applicant. SeekOut's privacy policy says its race and ethnicity inferences may count as sensitive information under some privacy laws. Most other vendors took the simpler route: widen the pool, then judge everyone the same way. If you screen with AI in New York City, read our explainers on NYC Local Law 144 and adverse impact.

How do you widen a candidate pool without demographic filters?

A narrow pool usually comes from a narrow brief: a title, 2 brand-name employers and a city. 5 changes widen it without asking anyone's race or gender:

• Describe the work, not the pedigree. "Has built payments systems in Go" finds more people than "worked at a big-name fintech". In The Cognitive, a requirement only counts as met when the profile shows it, so a skill learned at a little-known company counts the same as one learned at a famous one.
• Drop the school unless the job needs it. The Cognitive has a University filter, and it applies only when you name a school. Leave it out and nobody is ranked on where they studied.
• Widen location in rings. In The Cognitive, you can add places within 50, 200, 500 or 1,000 km of a city, one ring at a time.
• Read remote as a work arrangement. The Cognitive keeps "Remote" apart from places, so "Remote EU" became Germany plus 7 other countries in our test, not one city.
• Source beyond referrals and inbound. A referral-only pipeline tends to reproduce the team you already have. Keep your employee referral program, but don't let it be the only channel.

Our guide to passive candidate sourcing covers reaching people who never applied.

How we ranked these 10

We started with 13 tools: the 10 here plus Juicebox, Untapped and Fairygodboss. A tool made the list if its own website, read on 3 October 2026, names diversity or bias in a feature that changes who you find or how you assess them. Juicebox mentions "30+ diverse data sources" but no diversity feature. Untapped's homepage still lists 2023 internships. Fairygodboss, now run by FGB Muse Group, overlaps with InHerSight.

We judged each tool on 4 criteria: whether it widens the pool or only measures it, whether it relies on inferred demographics, whether the vendor publishes a bias audit, and whether you can see a price before talking to sales. The Cognitive sits at #1 on the checkable test in the disclosure above, and on my judgment that a wider pool scored on one rubric is easier to defend than a filter built on inferred demographics. We could not test any vendor's diversity filters or audits ourselves.

How do you choose diversity recruiting software?

5 questions narrow this list quickly.

Do you want demographic filters, or a wider pool?

Decide this first, with your counsel. SeekOut is the clearest seller of diversity filters left on this list, and they rest on inferred race and ethnicity. If your legal team rules out inference, pick a tool that widens the pool from the job's requirements, as The Cognitive does.

How will you reduce bias when you screen resumes?

Names alone move outcomes. In Bertrand and Mullainathan's field experiment, "White names receive 50 percent more callbacks for interviews" than identical resumes with Black-sounding names. Ask what the screening model is told to ignore. In The Cognitive, the model that reads uploaded resumes against the job description is instructed not to reward brand prestige, formatting or length, and not to penalise employment gaps, non-traditional backgrounds or writing style. That's an instruction in our code, not an audited result. Our guide to bias in AI hiring covers what an audit should test.

Is every candidate assessed against the same standard?

One standard for everyone is also the most predictive way to interview. A 2022 meta-analysis by Sackett and colleagues found structured interviews were the strongest predictor of job performance, with a validity of .42. In The Cognitive, every candidate for a role is scored on one rubric, and the questions adapt live to each answer. The rubric generator is told to leave out "culture fit", "likability", "passion" and "energy". More on structured interviews.

Can the vendor show you a bias audit?

Ask for the document, not the adjective. SeekOut lists third-party audits, the latest in September 2025. hireEZ publishes an independent assessment by Armilla AI and Warden AI. Eightfold AI publishes summaries under NYC Local Law 144. The Cognitive has no published bias audit.

Do you need to report on representation?

If your board or a federal contract asks for numbers, you need analytics such as Gem's, which track gender and race or ethnicity at each funnel stage. The Cognitive doesn't report on demographics, so pair it with Gem or your ATS for that. Our list of recruitment analytics software covers other reporting tools.

The 10 diversity sourcing tools, reviewed

1. The Cognitive: best for a wider pool scored on one rubric

The Cognitive is AI recruiting software that sources candidates across ~900M public profiles and interviews them live with AI. You describe the role in plain English and it reads that sentence into filters you can edit. None of those filters is gender, race, ethnicity, age or disability, and the search infers none of them.

Every person found is judged against your must-haves on what the profile shows. A profile that is silent on something is marked unverified, not failed. Anyone who misses a must-have drops below the people who meet it, and nobody is removed. Each result card opens with a "Why this match" line: 1 or 2 reasons taken from the profile. When the pool is thin, the search relaxes its softest filters and tells you what it broadened.

The people you shortlist can go into a live, two-way AI video interview of 10 or 20 minutes, in 9 languages. The invitation tells candidates the interview is run by AI, and they book their own slot without an account. The rubric is fixed for the role and the questions adapt to each answer. You get a score per criterion plus overall written feedback, the transcript and the recording, and nothing is rejected automatically.

This 5-minute recording shows a live AI interview for a go-to-market role. The AI asks about an outbound email campaign, then follows up on reply rates and how leads were qualified.

The trade-offs: no published bias audit, no demographic reporting and no search of your own ATS history, and email and SMS outreach needs the Sourcing Pro plan. AI Sourcing starts at $49/month and AI Interview at $99/month. More on the AI sourcing tool.

Pick it if you want a wider pool than keyword search gives you, scored on one rubric, with no demographic data to defend.

Widen the pool on your next role Describe the work in one sentence, see who matches across ~900M public profiles and interview the people you pick on one rubric. Start free

2. SeekOut: best if you still want diversity filters

SeekOut searches "1B+ Candidate profiles" and keeps "Advanced diversity filters & insights" on its SeekOut Sourcing (Recruit) plan. Its privacy policy explains that it uses inferences "to enable certain optional search filters" so recruiters can find "highly qualified and diverse candidates", and it lists demographic inferences such as race and ethnicity. Its homepage lists "Regular third-party bias audits (latest: Sept 2025)" and says it is "EEOC and OFCCP compliance ready".

The strength is filters and audits from one vendor. The limit is where they sit: on a custom plan billed annually, while the self-serve Sourcing Core plan, with its published price and free trial, doesn't list them. Its AI screener for inbound applicants is an add-on for Team and Enterprise plans. Our SeekOut review walks through the plans, and our list of alternatives to SeekOut covers other sourcing tools.

Pick it if your counsel has signed off on inferred-demographic filters and you want an audit on file.

3. Gem: best for measuring representation across your funnel

Gem's sourcing agent searches "800M+ profiles" and surfaces your best past candidates. On diversity, Gem now leads with measurement: its analytics track gender and race or ethnicity at each funnel stage and benchmark them against data from more than 1,200 Gem customers.

The strength is real numbers on where your pipeline narrows. The limit is that measuring adds nobody to the pool. Pricing is "Based on your company's FTE count" through sales, and companies under 30 employees get Gem's All-in-One plan free for 6 months. More detail sits in our Gem review.

Pick it if you need to show leadership where representation drops between sourced and hired.

4. Eightfold AI: best for published bias testing at enterprise scale

Eightfold AI lets you "Source, interview with AI Interviewer, and make offers on one platform." Its responsible AI page says its matching models and AI Interviewer "undergo third-party bias audits, with summaries published under NYC Local Law 144." It also changes one sensitive attribute at a time on anonymized real resumes, across 8 attributes including race, gender and age, and reports "no statistically significant effect on the match score."

That is the most detailed public bias testing on this list, and its stated rule is "The AI recommends. People decide." The catch is access: it's an enterprise suite with no published price, sold through demos.

Pick it if you're an enterprise buying one suite and your procurement team wants audit evidence before signing.

5. hireEZ: best for outbound teams that want audited AI

hireEZ searches the open web and partner networks "across 45+ platforms" and sells "Voice AI that screen and engage at scale." Its homepage doesn't mention diversity, and its diversity and inclusion solutions page now redirects to a blog post. Its AI values page says that "At users' election", hireEZ implements measures to advance users' diversity, equity and inclusion goals.

The strength is evidence: hireEZ publishes reports from an independent bias assessment by Armilla AI and Warden AI, covering sourcing, CRM matching and AI screening. The limit is clarity. hireEZ announced diversity filters in a January 2022 update, and I couldn't confirm on its site today that they're still sold. A solo plan has a published price and a 7-day trial; teams buy through sales. See alternatives to hireEZ if the team path doesn't fit.

Pick it if you run high-volume outbound and want audited AI across sourcing and screening.

6. Textio: best for inclusive job post language

Textio sets out to "Eliminate bias in recruiting communications" and build "a compelling, inclusive experience for top-tier talent." It works inside textio.com or your ATS, and its Lavalier product helps teams "use structured interviews to hire with evidence."

The strength is the wording that decides who applies at all. The limit is that Textio finds nobody for you. It offers a free trial account and demos, and its pricing page returned a not-found page when I checked.

Pick it if your job posts draw a narrow applicant pool and you want to fix the wording first.

7. Datapeople: best for job descriptions with anti-bias monitoring

Datapeople tells teams to "Take control of your job content". It centralizes job descriptions, helps teams comply with "pay transparency laws, DEI mandates, and EVP guidelines", and lists "Anti-bias monitoring" among its plan features.

The strength is one standard across every posting, with plans that "typically support unlimited hiring manager collaboration". The limit, as with Textio, is that it finds nobody. Pricing is by request.

Pick it if you run many job descriptions across teams and want one standard for all of them.

8. TalentAlly: best for diversity career fairs

TalentAlly is the job network run by Professional Diversity Network; the old prodivnet.com address now redirects there. It aims at "Empowering the US workforce to connect with top inclusive employers" and runs virtual events such as a Celebrate Veterans Career Fair and a Women's History Month Career Fair.

The strength is an audience that came looking for inclusive employers. The limit is that you're still waiting on applications. Employers post jobs or talk to an associate, and I found no price on its homepage.

Pick it if you hire in the US and want event-led reach into veteran and women's networks.

9. Diversity.com: best for a diversity job board at a published price

Diversity.com calls itself "The #1 Diversity Job Board for Inclusive Hiring" and says it has spent 26 years connecting employers with candidates. It sells "DEI-Focused Job Posting Packages": a single posting, or unlimited postings billed monthly or yearly, with cheaper packages for non-profits.

The strength is a published price per package; employers with more than 50 open roles get a quote. The limit is that a job board widens who sees your post, not who you search for.

Pick it if you want a predictable posting budget aimed at a diversity audience.

10. InHerSight: best for reaching women through ratings and job matching

InHerSight rates employers "As Rated by the Women Who Work There" and runs a job match program for employers: "We match your job opportunities with women in our network based on their unique professional skills and personal goals."

The strength is employer brand: your ratings and jobs sit in front of women who chose a women-focused network. The limit is that matching stays inside that network. InHerSight sells through demos and publishes no price.

Pick it if you're working to hire more women and want your culture ratings seen alongside your jobs.

Who is The Cognitive built for?

I built The Cognitive for recruiters whose best hire probably isn't in their ATS or referral network. It suits teams that would rather describe the work and see who has done it than sort people by demographics. Most keep what they have and add it alongside:

• Keep Gem or your ATS for reporting. They measure the pool; The Cognitive widens it.
• Pair it with Textio or Datapeople. They improve who applies; The Cognitive finds people who never apply.
• Keep your diversity job boards. TalentAlly, Diversity.com and InHerSight reach people who are looking. The Cognitive reaches people who aren't.

What does diversity recruiting software cost?

Job boards sell posting packages, and Diversity.com publishes its prices. Textio and Datapeople quote by request. Sourcing platforms mix models: SeekOut and hireEZ publish an entry plan and quote teams, Gem prices by company headcount, and Eightfold AI is demo-only. The Cognitive charges 1 credit per candidate a search returns, 5 to reveal an email and 10 to reveal a phone number, and a reveal is charged only when a value comes back. AI Sourcing starts at $49/month and AI Interview at $99/month, on monthly plans you can cancel anytime.

How do you test a diversity sourcing tool before you buy?

Run the same hard role through 2 tools, with a brief written around the work and no school or named employers. Count the people on page 1 you'd actually contact, and check that each has a reason traced to the profile. Ask each vendor for its latest bias audit in writing. The Cognitive has a free trial with 100 sourcing credits, so you can run that test on a real role.

If you're still comparing pure sourcing tools, our AI sourcing tools comparison covers 10 more.

Run a wider search on your hardest role Search ~900M public profiles from a plain-English brief, with no demographic filters, and interview the people you pick on one rubric. Start free

Sources

• Yahoo Finance, More than 200 S&P 500 companies scrubbed 'diversity' and 'equity' from annual reports in 2025 (Freshfields data), 6 July 2025.
• Marianne Bertrand and Sendhil Mullainathan, Are Emily and Greg More Employable than Lakisha and Jamal?, NBER Working Paper 9873, July 2003.
• SIOP, Is Cognitive Ability the Best Predictor of Job Performance?, summarising Sackett, Zhang, Berry and Lievens (2022), Journal of Applied Psychology 107, read 3 October 2026.
• US EEOC, Prohibited Employment Policies/Practices, read 3 October 2026.
• UK Government, Positive action in the workplace: guidance for employers, 17 April 2023.
• SeekOut, homepage, pricing and privacy policy, read 3 October 2026.
• Gem, homepage, analytics, pricing and OFCCP and diversity best practices, read 3 October 2026.
• Eightfold AI, talent acquisition and responsible AI, read 3 October 2026.
• hireEZ, homepage, pricing, AI values for recruiting and diversity filters product update (25 January 2022), read 3 October 2026.
• Textio, homepage, read 3 October 2026.
• Datapeople, homepage and pricing, read 3 October 2026.
• TalentAlly, homepage, read 3 October 2026.
• Diversity.com, homepage and employer packages, read 3 October 2026.
• InHerSight, employers, read 3 October 2026.
• Considered and left out, read 3 October 2026: Juicebox, Untapped and Fairygodboss.

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