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People data · Professional people profiles

Founder-led & profitable since 2011 · Originated data, nothing resold or gated

1.20B professional people profiles. 120M+ updates a month, and counting.

MixRank refreshes every profile hourly, at one flat price, with fill rates published by field so you know exactly what you're building on before you build on it. B2B people data, kept current instead of stale.

1.20B records
JOOkafor
YTTanaka
NHHaddad
RSSharma
JOOkafor
250+ points
YTTanaka
hourly
NHHaddad
RSSharma
JOOkafor
YTTanaka
NHHaddad
work history
RSSharma
new role
JOOkafor
YTTanaka
NHHaddad
RSSharma
JOOkafor
120M / mo
YTTanaka
resolved
NHHaddad
RSSharma
JOOkafor
1.20B+ · professional people profiles tracked250+ · fields per recordSince 2013 · continuous historyHourly · refresh, one flat price
Powering the world's best data teams
AdobeOracleAmazonSpaceXClayAngelListBuyerCaddyRox
Why teams pick MixRank

Where people data goes deeper.

01

Indexed first, bought in only where it counts

The core of this dataset, work history, roles, and company titles, comes from MixRank's own index of the public web, never gated or login-required data.

02

Hourly, one flat price

Competitors update monthly or quarterly and charge for speed. Every subscriber gets the same hourly refresh cadence on the standard subscription, no tier to upgrade into. Emails, direct dials, and posts are licensed separately.

03

Fill rates, not adjectives

MixRank publishes field-level fill rates instead of a vague accuracy claim. If a field is sparse, you know before you build on it, not after.

What's on the record

Six things, one profile.

Every person record gets the same full pass. None of these six is a separate add-on.

person recordPSN-8842mixrank id
JO
Jane Okafor
VP Engineering · Northwind Robotics · Berlin, DE
94%
complete
identity
verified
employment
on file
education
on file
social
6 profiles
network
8.4K
contact
sparse
Profile

Person Record

A full profile per person, resolved from public sources: name, current role, employer, and location, with how complete the record is, all on one record.

career ledgerPSN-331018 yrs on file
MC
Marcus Chen
Co-founder & CTO · Meridian Pay · Singapore, SG
Meridian PayCo-founder & CTO2016 – nowcurrent
Helio SystemsStaff Engineer2011 – 2016
Univ. of AucklandComputer Science2006 – 2010edu
9 job changes tracked · full history on file
Career

Work & Education History

The whole arc, position by position: every role, employer, and school, with the dates, so you can see where someone has been and for how long.

change signalupdates / mo
120M/ mo · profile updates detected
ASONDJFMAMJJ
≈ 46 records / sec · new employers, titles, roles
Live

Job-Change Signals

120M+ updates a month: new employers, titles, and roles, caught close to when they happen, not on a quarterly refresh.

data pointsper record
250+points · fill rate across 1.20B records
profile url
100%
full name
92%
location
87%
work history
81%
current employer
61%
job title
60%
education
39%
email
23%
identity fields near-universal · contact fields sparse by design
250+ points

250+ Data Points

250+ points per record, from near-universal identity fields down to work history and education. Every field carries a fill rate, so you know coverage before you buy.

movement trendjob changes · 8y
all job changessenior moves
'18'19'20'21'22'23'24'25
Time-series

Movement & Trends

Change tracked over time, not one snapshot: hiring, attrition, seniority shifts, and where key people are moving, at the company and the market level.

identity resolutionPSN-88425 sources
99.2%confidence · Jane Okafor, resolved
profile8,412 followersmatched
codepublic profile · 41 reposmatched
crunchbaselisted · operating rolematched
companynorthwind.io/teammatched
newsmatched · 14 min agomatched
5 public sources → 1 mixrank id · refreshed hourly
Resolved

Identity Resolution

One person, stitched from professional profiles, code registries, Crunchbase, company sites, and the news into a single MixRank ID, so records match and duplicates collapse.

Illustrative records, a stand-in profile representative of the pipeline, not a real person.

The fill rates

Our schema, honestly reported.

Every provider has gaps. Ours are published at the field level so you can plan around them instead of finding out after you've built on top.

field fill ratesglobal / US
830M+
clean, deduplicated active profiles
120M
updates per month
Profile ID / URL / slug100% / 100%
First / last name92% / 91%
Headline88% / 84%
Locality87% / 67%
Connection count63% / 70%
Company name61% / 67%
Title60% / 66%
Experience history81% / 67%
Education39% / 40%
Industry24% / 36%
Skills11% / 17%
Email (priced separately)23% / 41%

Emails, direct dials, and posts are priced separately from the standard subscription.

Update engine

120 million updates a month.

Person records don't sit still. People change jobs, titles, skills, and cities. This is the live firehose: each row is one record refreshing somewhere in the 1.20B-record graph, the moment we observe it.

updates logged today
3,904,180
≈ 46 records / second · every hour, all year
records
1.20B+
points / record
250+
refresh
hourly

Every profile is on the same hourly cycle, at one flat price. The day you query a record is the day it's true, not the day it was scraped.

update stream · live indexREC·PPLstreaming
  • JOJane Okaforpromoted to Staff Engineertitlejust now
  • MLMarcus Leestarted at Northwind Roboticsjob4s ago
  • PNPriya Nairadded Rust to skillsskill7s ago
  • TSTomás Silvamoved to Berlin, DElocation10s ago
  • ARAisha Rahmanleft Meridian Payemployer13s ago
  • DCDaniel Chonew work email verifiedcontact16s ago
  • LVLena Vogelcompleted MBA · INSEADeducation19s ago
  • OHOmar Haddad+128 connectionsnetwork22s ago
120M updates / mo · across 1.20B recordslive

Illustrative stream, representative of the production update engine, not specific people.

Identity resolution

Many public sources, one record.

One person, stitched from professional profiles, code registries, Crunchbase, company sites, and the news into a single MixRank ID, so records match and duplicates collapse.

identity resolution · graphPSN-88426 sources → 1 id
PROFILEVP Eng, Northwind · 8,412CODE REGISTRYpublic profile · activeCRUNCHBASElisted · operating roleCOMPANY SITEnorthwind.io/teamNEWS & PRESSmatched · 14 min agoJOB BOARDShiring · Berlin, DERESOLVED · 1 MIXRANK IDJOJane OkaforVP Engineering · Northwind RoboticsCONFIDENCE99.2%
public sources stitched, duplicates collapsed, one id per personresolved

Illustrative resolution, a stand-in profile, representative of the pipeline, not a real person.

Teams we built this for

One dataset, several jobs.

The teams below query the same underlying profiles, just through different lenses.

Salestech & martech

Keep your contact records fresh.

Replace monthly or quarterly people enrichment syncs with hourly-refreshed profiles. Stop losing match rate to stale contact data.

Recruiting & ATS

Surface passive candidates.

Match job-change and profile-update signals before a candidate flags themselves as open to work. Source from more than one platform.

Investment intel

Track workforce moves early.

See executive departures, hiring velocity, and headcount shifts on private companies, months before an earnings call would confirm it.

Fraud & identity

Resolve partial profiles.

Match an email, phone number, or social handle back to a canonical identity in minutes, with 250+ points to verify against.

Data infra & CRM

Power enrichment inside your own product.

Stream matched, hourly-fresh records through MixRank's API into whatever CRM, workflow tool, or platform your customers already use.

Product & growth

Score influence and seniority.

Rank personnel and company profiles by influence to prioritize outreach, targeting, or account scoring.

The difference

Our difference? Freshness.

AttributeMixRankTypical Vendor
Update frequencyHourly, one flat priceMonthly, weekly, or quarterly, priced by speed
Data originationIndexed, first-party (originator)Resold or aggregated from other vendors
Attribute depth250+ points, including job history and tenureOften contact lookups only
Fill-rate transparencyPublished, field-level fill ratesBlanket accuracy claims
DeliveryAPI, flat file, or hosted database, on-prem availableLocked to the vendor's own platform or UI
The proof

A résumé is a claim. The record is the receipts.

MixRank collects from publicly available web sources and stitches every profile to the company it belongs to. What shows up is not what someone typed into a form once. It is the resolved record, cross-checked across sources and caught close to when it changes.

self-reported · claimspublic profile
nameJane Okafor
employerNorthwind Robotics
titleVP Engineering
as ofself-reported
mixrank record · resolved
codepublic profile · 41 repos, active
profile8,412 followers
crunchbaselisted · operating role
locationBerlin, DE · confirmed
last changeobserved 14 min ago
profiles · code · crunchbase · company · news5 sources → 1 id

Illustrative resolution, a stand-in profile, representative of the pipeline, not a real person.

FAQ

The straight answers you want.

Does every profile have an email?
No, and that's true of every provider in this space. MixRank publishes the real fill rate instead of a vague accuracy claim: roughly 23% of profiles globally, 41% in the US, have an email on file, priced separately from the core subscription.
Can we use this data to power our own product?
Yes. MixRank ships matched, hourly-fresh professional people profile data via API or workflow feed, built for platforms that embed this people dataset directly into a product, not just teams querying it for internal use.
What does hourly actually mean?
Every subscriber gets the same hourly refresh cadence at one flat price, no tier to upgrade into for faster updates, unlike vendors who charge more for speed.
Is this a login/dashboard product?
No. Data is delivered as a raw feed via API, flat file (JSONL), or directly into a warehouse, PostgreSQL, Snowflake, BigQuery, or Redshift, on MixRank's own infrastructure, for teams that already have data tooling and want the source data, not another UI.
Can I use this for candidate sourcing?
Yes. Candidate enrichment draws on the same underlying schema, packaged and priced for recruiting and ATS platforms specifically.
Get started

See a real profile record.

Book a 20-minute call. Bring a segment, a market, or a field you care about and we'll pull a live sample.

no credit card · founder-owned · one flat price

talk to our data team