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Review for experts

Mercor

Expert marketplace whose contractors' work AI labs buy as training data; also buys company data.

Warning: Confirmed a cyberattack in March 2026; several class actions followed.1,2

Our verdict

Mercor is a real, large employer of expert contractors: valued at $10B and reporting a gross run rate above $2B, so the volume of work is substantial. It pays referrers 20% of a referral's earnings up to a cap of $250-$15,000. It confirmed a cyberattack in March 2026 and faces class actions, so protect your account. We have not scored pay yet.

By Lead analyst (to be named) placeholder · Reviewed by Reviewing editor (to be named) · Updated 14 Oct 2026

The facts, with receipts

Every row links to its source.

Mercor facts
FactValue and source
Reported run rate

Above $2B gross run rate (June 2026)

[3] Dealroom, citing The Information ·

Data it buys

Slack, Teams, Gmail, Outlook, Confluence, Salesforce, GitHub, Drive, Notion and 100+ other tools

[4] Mercor Data page · company's own claim ·

Seller fees

No fees

[5] Mercor Data page · company's own claim ·

Time to payment

Wire 2-4 weeks after signing

[6] Mercor Data page · company's own claim ·

Security attestation

SOC 2 Type II

[7] Mercor Data page · company's own claim ·

Company referral program

Exists; payout amount not published

[8] Mercor Data referral page · company's own claim ·

Contractor referral bonus

20% of the referral's earnings, up to a cap of $250-$15,000

[9] Mercor referrals page · company's own claim ·

Spirit Airlines archive bid

Bid $7.5M; Google won with $10M, Mercor is the backup buyer

[10] Bloomberg Law ·

Valuation

$10B after a $350M Series C

[11] TechCrunch ·

Acquisition

Acquired Sepal AI

[12] Orrick (Mercor's counsel) · company's own claim ·

Acquisition

Acquired Deeptune to build training environments for AI agents

[13] SiliconANGLE ·

Industries Mercor Data names

Legal; healthcare; finance and insurance; professional services; manufacturing; retail and e-commerce; real estate; logistics and supply chain

[14] Mercor Data page · company's own claim ·

Approach to an acquired startup

Mercor approached Warmly about its archives after HubSpot acquired the company

[15] AI Weekly, summarising The Information ·

Mercor: company size

No minimum company size stated on its data page

[16] Mercor Data page · company's own claim ·

Mercor's LinkedIn claim

Partnered with over 300 enterprises, paying companies up to $10M per enterprise

From a LinkedIn thought-leader ad run from Brendan Foody's profile.

[17] LinkedIn Ad Library, Mercor · company's own claim ·

Tools across Mercor's partners

Slack 55%, GitHub 53%, Google Drive 53%, Gmail 50%, Figma 40%, Jira 35%

The same ad says a 200-employee company runs on the same systems as a 5,000-employee enterprise.

[18] LinkedIn Ad Library, Mercor · company's own claim ·

How Mercor collects

Mercor's ads say it "connects to the tools you already use, anonymizes what's inside"

[19] LinkedIn Ad Library, Mercor · company's own claim ·

Who Mercor advertises to

Account-based video ads naming large enterprises (Marsh McLennan, Chubb, Capital One), with the line "Monetize company data. Safeguard company secrets."; its Meta ads are recruiting only

[20] LinkedIn and Meta Ad Libraries, Mercor ·

Mercor's approach to Warmly

Eight days after Warmly agreed to be acquired by HubSpot in late June 2026, Mercor emailed Warmly's CEO offering to buy or license its code and task records

Reported by The Information, via AI Weekly. Whether Warmly accepted, and whether HubSpot's terms allowed it, has not been reported.

[21] AI Weekly, reporting The Information ·

Exclusivity terms

Not mentioned on its data page

[22] Mercor Data · company's own claim ·

Retail and e-commerce data Mercor names

Order records, inventory logs, listings

[23] Mercor Data · company's own claim ·

Real estate data Mercor names

Listings, leases, inspection reports

[24] Mercor Data · company's own claim ·

Logistics and supply chain data Mercor names

Shipping manifests, dispatch logs, invoices

[25] Mercor Data · company's own claim ·

Professional services data Mercor names

Client decks, SOWs, project files

[26] Mercor Data · company's own claim ·

Manufacturing data Mercor names

Work orders, QA logs, spec sheets

[27] Mercor Data · company's own claim ·

What Mercor takes from GitHub

Repositories, commits, PRs and issues

[28] Mercor Data · company's own claim ·

Mercor on company size

States no minimum headcount or years in business on its data page

[29] Mercor Data · company's own claim ·

Legal documents Mercor names

Contracts, case files, discovery docs

[30] Mercor Data · company's own claim ·

Finance and insurance documents Mercor names

Statements, underwriting files, claims

[31] Mercor Data · company's own claim ·

Healthcare documents Mercor names

Clinical notes, claims, intake forms

[32] Mercor Data · company's own claim ·

Real estate documents Mercor names

Listings, leases, inspection reports

[33] Mercor Data · company's own claim ·

How Mercor handles data before release

No data leaves the seller's systems until the seller approves it; extraction and anonymization are automated, and no AI lab sees raw data

[34] Mercor Data · company's own claim ·

Who founded Mercor

Founded in 2023 by Brendan Foody (CEO), Adarsh Hiremath (CTO) and Surya Midha (board chair)

Mercor began by matching engineers in India with US companies, then moved to pairing expert contractors with AI labs.

[35] Forbes Australia ·

Mercor's customers

Mercor's customers include Anthropic, OpenAI and Meta

[36] Fortune ·

Mercor's June 2026 update on the breach

Of nearly five million experts, "a very limited subset" had sensitive information affected; no employee data was affected; the impact on customer information was "very limited"

Affected experts were notified on 2026-06-25 and 06-26 and offered TransUnion identity protection. Mercor says there is no evidence the data was used for fraud.

[37] Mercor blog · company's own claim ·

Security changes Mercor lists

Auditing all third-party code it depends on, rotating credentials and keys, tighter cloud and network controls, outside penetration testing and 24/7 managed detection and response

Mercor says it worked with Google's Mandiant, Latacora and law enforcement.

[38] Mercor blog · company's own claim ·

How Mercor Data collects

Businesses link accounts from 100+ supported tools; extraction and anonymization are "fully automated", and no AI lab buyer or third-party vendor sees the raw data

[39] Mercor Data page · company's own claim ·

What sets Mercor's payout

Data volume, the tools you connect and the depth of your data; connecting more tools raises the payout

The page gives no minimum company size; it invites businesses to check whether they qualify.

[40] Mercor Data page · company's own claim ·

Offer range

Not published

[41] Mercor Data page · company's own claim ·

Security incident

Confirmed a cyberattack tied to the compromise of the open-source LiteLLM project

Mercor later described the affected data as a very limited subset. No reliable count of affected people has been published.

[1] TechCrunch ·

Litigation

Several class actions filed on 2026-04-01 in the Northern District of California after the breach

[2] HR Dive ·

What the attackers claimed

The extortion group Lapsus$ claimed up to four terabytes, including source code and database records, and posted samples such as apparent Slack data, ticketing records and videos of AI interviews with contractors

These are the group's claims. Mercor did not answer Fortune's questions about them.

[42] Fortune ·

How we rated them

The rating for experts is a weighted average of the parts below, using only what is published. See how we rate.

Not enough public information to draw this chart yet. We only chart what a source supports.

  • Pay level and evidence (30%)No data

    Pay index not yet published.

  • Work availability (20%)No data

    Not yet measured.

  • Payment reliability (20%)No data

    Not yet measured.

  • Onboarding fairness (15%)No data

    Not yet measured.

  • Reputation and incidents (15%)No data

    Not yet measured.

What we know

  • Referral bonus: 20% of a referral's earnings, capped at $250-$15,0009
  • Run rate above $2B, so work volume is large3
  • Confirmed a cyberattack in March 2026; class actions followed1,2

Mercor for other readers

Incidents and conflicts

  • Confirmed a cyberattack tied to the compromise of the open-source LiteLLM project1

    Mercor later described the affected data as a very limited subset. No reliable count of affected people has been published.

    31 Mar 2026

  • Several class actions filed on 2026-04-01 in the Northern District of California after the breach2

    13 Apr 2026

Reader reviews

What people who worked with Mercor say

Our score

n/a/10

From sourced facts and the published rubric.

Reader average

None yet

0 published reviews. Shown beside our score, never blended into it.

Rating spread

  • 50
  • 40
  • 30
  • 20
  • 10

Summary of reviews · not generated yet

A written summary appears once enough reviews are published. It will quote both praise and complaints.

No reviews yet. Be the first.

If you have sold data to, hired, or worked for Mercor, your review helps the next person decide.

Our rules: every review is checked before it is published, negative reviews are never hidden, companies can reply but cannot remove a review, and reviewers must disclose any connection to the company. Reviews imported from other sites are labelled and never counted.

FAQ

Mercor: questions, answered

  • Mercor confirmed a cyberattack on 31 March 2026, tied to the compromise of the open-source LiteLLM project, and several class actions were filed in the Northern District of California on 1 April. Mercor later called the affected data a very limited subset. No reliable count of affected people has been published.1,2

  • We do not publish a pay ranking yet, because we will only score pay from a public index of job listings and that index is still being built. Until it is published, pay scores on this site show as not enough public data rather than a guess.

    Read more

  • Yes, Mercor is a large, funded company: it was valued at $10B in October 2025 and reported a gross run rate above $2B in June 2026. It also confirmed a cyberattack in March 2026, tied to the LiteLLM compromise, and several class actions followed.11,3,1,2

  • Mercor pays 20% of what the person you refer earns, up to a cap that its referrals page puts between $250 and $15,000 per referral depending on the role. The bonus comes from Mercor, not from the person you refer.9

  • We cannot say yet from public evidence. Neither platform publishes standard rates, and our pay index from public job listings is not out yet. What we can compare: Mercor is larger by reported run rate, and micro1's referral bonus is published at up to $3,000.3,43,44

    Read more

Change log

  • First published.

Sources (44)

  1. 1.TechCrunch, published 31 Mar 2026. Accessed 14 Oct 2026.
  2. 2.HR Dive, published 13 Apr 2026. Accessed 14 Oct 2026.
  3. 3.Dealroom, citing The Information, published 6 Jul 2026. Accessed 14 Oct 2026.
  4. 4.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  5. 5.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  6. 6.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  7. 7.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  8. 8.Mercor Data referral page. Accessed 14 Oct 2026. Company's own claim.
  9. 9.Mercor referrals page. Accessed 14 Oct 2026. Company's own claim.
  10. 10.Bloomberg Law, published 17 Aug 2026. Accessed 14 Oct 2026.
  11. 11.TechCrunch, published 27 Oct 2025. Accessed 14 Oct 2026.
  12. 12.Orrick (Mercor's counsel), published 6 Feb 2026. Accessed 14 Oct 2026. Company's own claim.
  13. 13.SiliconANGLE, published 9 Jul 2026. Accessed 14 Oct 2026.
  14. 14.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  15. 15.AI Weekly, summarising The Information, published 15 Aug 2026. Accessed 14 Oct 2026.
  16. 16.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  17. 17.LinkedIn Ad Library, Mercor. Accessed 14 Oct 2026. Company's own claim.
  18. 18.LinkedIn Ad Library, Mercor. Accessed 14 Oct 2026. Company's own claim.
  19. 19.LinkedIn Ad Library, Mercor. Accessed 14 Oct 2026. Company's own claim.
  20. 20.LinkedIn and Meta Ad Libraries, Mercor. Accessed 14 Oct 2026.
  21. 21.AI Weekly, reporting The Information, published 15 Aug 2026. Accessed 14 Oct 2026.
  22. 22.Mercor Data. Accessed 14 Oct 2026. Company's own claim.
  23. 23.Mercor Data. Accessed 14 Oct 2026. Company's own claim.
  24. 24.Mercor Data. Accessed 14 Oct 2026. Company's own claim.
  25. 25.Mercor Data. Accessed 14 Oct 2026. Company's own claim.
  26. 26.Mercor Data. Accessed 14 Oct 2026. Company's own claim.
  27. 27.Mercor Data. Accessed 14 Oct 2026. Company's own claim.
  28. 28.Mercor Data. Accessed 14 Oct 2026. Company's own claim.
  29. 29.Mercor Data. Accessed 14 Oct 2026. Company's own claim.
  30. 30.Mercor Data. Accessed 14 Oct 2026. Company's own claim.
  31. 31.Mercor Data. Accessed 14 Oct 2026. Company's own claim.
  32. 32.Mercor Data. Accessed 14 Oct 2026. Company's own claim.
  33. 33.Mercor Data. Accessed 14 Oct 2026. Company's own claim.
  34. 34.Mercor Data. Accessed 14 Oct 2026. Company's own claim.
  35. 35.Forbes Australia, published 31 Oct 2025. Accessed 14 Oct 2026.
  36. 36.Fortune, published 2 Apr 2026. Accessed 14 Oct 2026.
  37. 37.Mercor blog, published 25 Jun 2026. Accessed 14 Oct 2026. Company's own claim.
  38. 38.Mercor blog, published 25 Jun 2026. Accessed 14 Oct 2026. Company's own claim.
  39. 39.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  40. 40.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  41. 41.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  42. 42.Fortune, published 2 Apr 2026. Accessed 14 Oct 2026.
  43. 43.TechCrunch, published 20 Aug 2026. Accessed 14 Oct 2026.
  44. 44.micro1 referral program page. Accessed 14 Oct 2026. Company's own claim.