# Revelio Labs introduces its public labor statistics [Canonical reading](https://escapemeridian.com/readings/revelio-labs-introduces-its-public-labor-statistics-cd82ee09) Revelio Labs published this account on August 26, 2025. The company argues that its new Revelio Public Labor Statistics (RPLS) can complement Bureau of Labor Statistics (BLS) data as falling survey response rates and political pressure raise concerns about official employment statistics. Revelio Labs says its estimates, built from public professional profiles and job postings, provide more timely views of employment, hiring, separations, job postings and salaries for new hires. It reports that its employment estimates track the BLS establishment survey closely, while differing from BLS measures in scope and method. The account also says salary growth in job postings has flattened and hiring and attrition have slowed. Revelio Labs’ central human-stakes argument is that a labor market can look stable while becoming harder to navigate. With fewer hires, workers have fewer chances to move up, change roles or find work, particularly if they are new entrants or unemployed. The company presents RPLS as a complement, not a replacement, for foundational BLS statistics. Revelio Labs presents its own data and comparisons; how well these measures perform beyond those comparisons remains unknown. Headline and summary by Escape Meridian, prepared by Luna from the attributed source. A source check is not independent confirmation of the source’s claims. ## Original source Revelio Labs · Article Original source date: Aug 26, 2025 (2025-08-26T13:26:00.000Z). Date basis: Date stated on the publisher’s page. Added to Escape Meridian: 2026-11-12T11:08:26.990Z. First observed: 2026-10-31T23:13:45.741Z. Retrieved: 2026-10-31T23:15:36.081Z. - [Revelio Public Labor Statistics (RPLS): A BLS Alternative](https://www.reveliolabs.com/news/macro/introducing-revelio-public-labor-statistics-rpls) ## Limits The account is Revelio Labs’ own presentation of its data and comparisons; it does not establish performance beyond the evidence described in the text. The account says its hiring and attrition measures differ in level from JOLTS because they cover different workers and types of hiring and separation. Text as retrieved on October 31, 2026; originally published August 26, 2025. ## Open question How well will Revelio Labs’ measures track labor-market changes beyond the comparisons described in this account? ## Source-stated Revelio Labs says it is launching monthly RPLS updates to complement labor-market information from the BLS. > Revelio Labs is launching Revelio Public Labor Statistics (RPLS): monthly data updates - [Supporting source](https://www.reveliolabs.com/news/macro/introducing-revelio-public-labor-statistics-rpls) ## Source-stated Revelio Labs says its employment estimates track the BLS establishment survey most closely among the comparisons it presents. > Revelio Labs tracks the establishment survey most closely with a correlation coefficient of 0.74. - [Supporting source](https://www.reveliolabs.com/news/macro/introducing-revelio-public-labor-statistics-rpls) ## Source-stated Revelio Labs says its hiring and attrition measures focus on permanent hiring and attrition among full-time professional workers, unlike JOLTS, which is more affected by seasonal and temporary hires. > Revelio Labs data focuses on permanent hiring and attrition among full-time, professional workers, as opposed to JOLTS which is more heavily influenced by seasonal and temporary hires. - [Supporting source](https://www.reveliolabs.com/news/macro/introducing-revelio-public-labor-statistics-rpls) ## Source-stated Revelio Labs argues that slower hiring leaves workers with fewer opportunities to move up, switch roles or find a job, particularly if they are new entrants or unemployed. > companies aren’t hiring like they used to, leaving fewer opportunities for workers to move up, switch roles, or find a new job. - [Supporting source](https://www.reveliolabs.com/news/macro/introducing-revelio-public-labor-statistics-rpls) ## Source and contributor context Revelio Labs · Publisher The publisher is identified here. No individual author has been inferred. ## Source media Media retrieval status: unchecked. ## Terms and references Reference context selected by Escape Meridian; separate from source evidence. Entity mentions do not establish authorship, involvement or endorsement. ## Revelio Labs Revelio Labs is a workforce analytics firm publishing labor market analysis on employment, occupations and industry trends. - [Explore this context](/entities/revelio-labs) - [Reference](https://www.reveliolabs.com/) ## U.S. Bureau of Labor Statistics The Bureau of Labor Statistics publishes US data on employment, pay, prices and productivity. - [Explore this context](/entities/us-bls) - [Reference](https://www.bls.gov/) ## Editorial provenance Version 1. Publication ID: 17d4761d-749a-0a9d-5579-da713a9932b8. Prepared by openai/gpt-6-luna; grounding review by anthropic/claude-opus-5.5. Source check: uncertain by anthropic/claude-opus-5.5 on 2026-11-12T11:04:01.828Z. This checks fidelity to the source, not whether its claims are independently true. Editorial selection: accept; reasons: bridge\_admitted\_by\_model. Observation: d2017995c7a23785733e9390b652d76fd5c3c28ae57f4294b63294b705b711cf. Source text hash: b31072dffd1da0f15ee3b3e7fc4f0c11ae4f321f2bc83270918d640a9233babe. ## Revision and source-check history ### Version 1 — 2026-11-12T11:08:26.990Z Revelio Labs published this account on August 26, 2025. The company argues that its new Revelio Public Labor Statistics (RPLS) can complement Bureau of Labor Statistics (BLS) data as falling survey response rates and political pressure raise concerns about official employment statistics. Revelio Labs says its estimates, built from public professional profiles and job postings, provide more timely views of employment, hiring, separations, job postings and salaries for new hires. It reports that its employment estimates track the BLS establishment survey closely, while differing from BLS measures in scope and method. The account also says salary growth in job postings has flattened and hiring and attrition have slowed. Revelio Labs’ central human-stakes argument is that a labor market can look stable while becoming harder to navigate. With fewer hires, workers have fewer chances to move up, change roles or find work, particularly if they are new entrants or unemployed. The company presents RPLS as a complement, not a replacement, for foundational BLS statistics. Revelio Labs presents its own data and comparisons; how well these measures perform beyond those comparisons remains unknown. ## Original source Revelio Labs · Article Original source date: Aug 26, 2025 (2025-08-26T13:26:00.000Z). Date basis: Date stated on the publisher’s page. Added to Escape Meridian: 2026-11-12T11:08:26.990Z. First observed: 2026-10-31T23:13:45.741Z. Retrieved: 2026-10-31T23:15:36.081Z. - [Revelio Public Labor Statistics (RPLS): A BLS Alternative](https://www.reveliolabs.com/news/macro/introducing-revelio-public-labor-statistics-rpls) ## Limits The account is Revelio Labs’ own presentation of its data and comparisons; it does not establish performance beyond the evidence described in the text. The account says its hiring and attrition measures differ in level from JOLTS because they cover different workers and types of hiring and separation. Text as retrieved on October 31, 2026; originally published August 26, 2025. ## Open question How well will Revelio Labs’ measures track labor-market changes beyond the comparisons described in this account? ## Source-stated Revelio Labs says it is launching monthly RPLS updates to complement labor-market information from the BLS. > Revelio Labs is launching Revelio Public Labor Statistics (RPLS): monthly data updates - [Supporting source](https://www.reveliolabs.com/news/macro/introducing-revelio-public-labor-statistics-rpls) ## Source-stated Revelio Labs says its employment estimates track the BLS establishment survey most closely among the comparisons it presents. > Revelio Labs tracks the establishment survey most closely with a correlation coefficient of 0.74. - [Supporting source](https://www.reveliolabs.com/news/macro/introducing-revelio-public-labor-statistics-rpls) ## Source-stated Revelio Labs says its hiring and attrition measures focus on permanent hiring and attrition among full-time professional workers, unlike JOLTS, which is more affected by seasonal and temporary hires. > Revelio Labs data focuses on permanent hiring and attrition among full-time, professional workers, as opposed to JOLTS which is more heavily influenced by seasonal and temporary hires. - [Supporting source](https://www.reveliolabs.com/news/macro/introducing-revelio-public-labor-statistics-rpls) ## Source-stated Revelio Labs argues that slower hiring leaves workers with fewer opportunities to move up, switch roles or find a job, particularly if they are new entrants or unemployed. > companies aren’t hiring like they used to, leaving fewer opportunities for workers to move up, switch roles, or find a new job. - [Supporting source](https://www.reveliolabs.com/news/macro/introducing-revelio-public-labor-statistics-rpls) ## Source and contributor context Revelio Labs · Publisher The publisher is identified here. No individual author has been inferred. ## Source media Media retrieval status: unchecked. ## Terms and references Reference context selected by Escape Meridian; separate from source evidence. Entity mentions do not establish authorship, involvement or endorsement. ## Revelio Labs Revelio Labs is a workforce analytics firm publishing labor market analysis on employment, occupations and industry trends. - [Explore this context](/entities/revelio-labs) - [Reference](https://www.reveliolabs.com/) ## U.S. Bureau of Labor Statistics The Bureau of Labor Statistics publishes US data on employment, pay, prices and productivity. - [Explore this context](/entities/us-bls) - [Reference](https://www.bls.gov/) ## Editorial provenance Version 1. Publication ID: 17d4761d-749a-0a9d-5579-da713a9932b8. Prepared by openai/gpt-6-luna; grounding review by anthropic/claude-opus-5.5. Source check: uncertain by anthropic/claude-opus-5.5 on 2026-11-12T11:04:01.828Z. This checks fidelity to the source, not whether its claims are independently true. Editorial selection: accept; reasons: bridge\_admitted\_by\_model. Observation: d2017995c7a23785733e9390b652d76fd5c3c28ae57f4294b63294b705b711cf. Source text hash: b31072dffd1da0f15ee3b3e7fc4f0c11ae4f321f2bc83270918d640a9233babe. ### uncertain — 2026-11-12T11:04:01.828Z — anthropic/claude-opus-5.5 Publication: 17d4761d-749a-0a9d-5579-da713a9932b8 attribution — pass: This is a single Revelio Labs newsletter announcing its own RPLS series. The reading consistently attributes the arguments, comparisons and labor-market findings to Revelio Labs and presents them as the company's assertions rather than established facts. > At Revelio Labs, we collect data from hundreds of millions of public professional profiles and job postings summary — uncertain: The reading is faithful overall and keeps the human-stakes argument and complement framing. However, its central evidence relies on 'the BLS establishment survey' without saying it is the business survey behind the monthly headline payroll jobs number. Smallest repair: add that short gloss. It also softens the trigger to 'political pressure'. The source opens with Trump firing the BLS commissioner and a nominee who suggested suspending the jobs report; naming that briefly would restore the source's force. > The establishment survey (which surveys approximately 121,000 businesses and government agencies, representing approximately 631,000 individual worksites) is the source of the monthly “headline” change in payroll jobs. date — pass: originalPublished is 2025-08-26T13:26Z, and August 26, 2025 matches that UTC day and the article's own citation date. The kind is publisher-page, so no archive disclosure is needed. The reading presents RPLS as being launched, not as an outcome, and uses no hindsight. The page was edited after publication (dateModified 2026-10-27), but the reading relies only on core body text that is coherent with the August 2025 launch. > Revelio Labs, "Introducing Revelio Public Labor Statistics (RPLS)," August 26, 2025. support — pass: Each claim's excerpt appears verbatim, and the claims are plainly part of the original announcement body, so the later edit flag does not undermine them. The 0.74 correlation, the JOLTS scope difference, flattening postings salaries, slowing churn and the complement framing are all source-stated. The question and limitations acknowledge that performance beyond Revelio's own comparisons is unknown, without inventing stakes. > These structural challenges, alongside the growing political pressure, make private-sector datasets a necessary complement for timely and accurate employment statistics. media — pass: No media was selected and no verified media candidates were supplied, so there is no media identity or relevance to dispute. ## Recorded references Explicit citations in public readings and public file attachments to this reading. Shared topics are not citations. Other artifact types need an explicit reference adapter. No public references recorded here yet. [Reference data (JSON)](/readings/cd82ee09cf08ed98759c258b5baf65069961d292c4d0b5e55b082ef4cc6ad37c/references.json) ## Corrections and challenges [Send a correction or an opposing source](https://escapemeridian.com/corrections/) [JSON record](https://escapemeridian.com/readings/revelio-labs-introduces-its-public-labor-statistics-cd82ee09.json)