fresh
No standout signal or flag yet.
The skeptic's read what this company has said, judged against what happened
Unproven ≠ false — it means the deadline or the evidence hasn't arrived. Nothing here is editorial: every count is a ledger row you can open on the Proof page.
No single number decides. Layers can disagree — that's the point. New to this? →
The platform's own early signals for this company — hard-to-fake, and where one preceded a real raise, the measured lead.
That is why LinkedIn jobs is the number one way to hire. I tell all my startups, start with LinkedIn jobs, and then you're not going to need to do anything else because LinkedIn has hundreds of millions of members, 690 million people worldwide. Your company is only going to go as far as the talent you are able to recruit, and the greatest recruiting tool on the planet right now is LinkedIn jobs.
We've had incredible success using LinkedIn talent and solutions to finding people because you can do it by work experience, like in places they work.
I still think they're too wedded to the idea of like hiring in a city or locality.
In fact, I, I was, I've been saying LinkedIn should retool its whole business and how to post jobs for a remote world.
LinkedIn jobs which is the greatest place for you to find talent I have found so many members of that uses AI to optimize travel time for people's work schedule makes total sense great idea well he recently hired a machine learning engineer who started this July in 2020 and this person has hit the ground running and has changed everything for the company but here is the actual brass tax 110 relevant applications came in in four days now just let's pause for a second that's over 25 qualified appl
the resume in LinkedIn has historically really been about who do you know, and what your experiences are
because LinkedIn has over 690 million members worldwide, and they screen the candidates on LinkedIn for the soft and the hard skills you're looking for.
It's the best job platform in the world. Period. End of story. There is no discussion. There is no debate. LinkedIn Jobs is the best place to hire.
Aaron used LinkedIn jobs to hire a machine learning engineer who started back in July and he received over 110 relevant applications in only four days with a very small, modest budget. He got amazing value and from job posts to offer accepted in only a few days.
LinkedIn has over 690 million members worldwide and they screen candidates for both hard skills and the soft skills that you're looking for.
It is the best hiring platform in the world.
LinkedIn has over 706 million members around the world now. It is the largest professional network in the world.
LinkedIn now has over 722 million members worldwide, and they mean business. So post a job with targeted screening questions and LinkedIn will quickly get your role in front of the most qualified candidates. You need speed and you need quality, speed and quality. And that's what LinkedIn jobs is all about.
Of course, we love using LinkedIn jobs at launch because we can manage all of our job postings and contact candidates from a single view
Of course, we love using LinkedIn jobs at launch because we can manage all of our job postings and contact candidates from a single view, whether you're shifting business hours or hiring more remote employees.
Realized federal award records for this company — a verifiable, dollar-denominated government signal. Recipient name matched with high confidence; figures are per-award totals from USAspending.gov.
Gray-market attention, not quality. 50+ HN mentions (peak 2049 points). Claim-shaped headlines are rumors until corroborated — a Tier-3 factual claim carries no evidentiary weight on its own. Risk drivers: heavy gray-market attention. ▲ 2049 Microsoft to acquire LinkedIn for $26B 2016-06-13 ↗
| Attribute | Value | Kind | Source | Observed | State | Conf. |
|---|---|---|---|---|---|---|
ai.document.claims | {"claims": [{"claim": "LinkedIn's premium services revenue model includes three components: targeted contextual text ads, job listings filtered through each professional's network, and subscription se | observed | artifact ↗ | 2004-08-01 | promoted | 0.50 |
common_name | observed | curated | 2026-08-16 | normalized | 0.90 | |
community.hn.max_points | 2049 | observed | artifact ↗ | 2026-08-16 | normalized | 0.20 |
community.hn.mentions | 50 | observed | artifact ↗ | 2026-08-16 | normalized | 0.20 |
community.hn.rumors | [{"url": "https://news.ycombinator.com/item?id=11893153", "title": "Microsoft to acquire LinkedIn for $26B", "points": 2049, "created_at": "2016-06-13", "evidence_type": "rumor", "verification_status" | observed | artifact ↗ | 2020-09-08 | superseded | 0.20 |
community.hn.rumors | [{"url": "https://news.ycombinator.com/item?id=11893153", "title": "Microsoft to acquire LinkedIn for $26B", "points": 2049, "created_at": "2016-06-13", "evidence_type": "rumor", "verification_status" | observed | artifact ↗ | 2020-09-08 | superseded | 0.20 |
community.hn.rumors | [{"url": "https://news.ycombinator.com/item?id=11893153", "title": "Microsoft to acquire LinkedIn for $26B", "points": 2049, "created_at": "2016-06-13", "evidence_type": "rumor", "verification_status" | observed | artifact ↗ | 2020-09-08 | superseded | 0.20 |
community.hn.rumors | [{"url": "https://news.ycombinator.com/item?id=11893153", "title": "Microsoft to acquire LinkedIn for $26B", "points": 2049, "created_at": "2016-06-13", "evidence_type": "rumor", "verification_status" | observed | artifact ↗ | 2020-09-08 | normalized | 0.20 |
community.hn.top_story | {"url": "https://news.ycombinator.com/item?id=11893153", "title": "Microsoft to acquire LinkedIn for $26B", "points": 2049, "created_at": "2016-06-13"} | observed | artifact ↗ | 2016-06-13 | superseded | 0.20 |
community.hn.top_story | {"url": "https://news.ycombinator.com/item?id=11893153", "title": "Microsoft to acquire LinkedIn for $26B", "points": 2049, "created_at": "2016-06-13"} | observed | artifact ↗ | 2016-06-13 | superseded | 0.20 |
community.hn.top_story | {"url": "https://news.ycombinator.com/item?id=11893153", "title": "Microsoft to acquire LinkedIn for $26B", "points": 2049, "created_at": "2016-06-13"} | observed | artifact ↗ | 2016-06-13 | superseded | 0.20 |
community.hn.top_story | {"url": "https://news.ycombinator.com/item?id=11893153", "title": "Microsoft to acquire LinkedIn for $26B", "points": 2049, "created_at": "2016-06-13"} | observed | artifact ↗ | 2016-06-13 | normalized | 0.20 |
platform.visibility | draft | observed | curated | 2026-08-16 | normalized | 0.90 |
signal.commentary | {"context": null, "run_ref": "01M088K7HTP8VWWM69H65J8638", "signals": [{"quote": "Of course, we love using LinkedIn jobs at launch because we can manage all of our job postings and contact candidates | observed | artifact ↗ | 2021-03-10 | promoted | 0.50 |
signal.commentary | {"context": null, "run_ref": "01M0893RDJ42JG31QQZZ82DPQB", "signals": [{"quote": "Of course, we love using LinkedIn jobs at launch because we can manage all of our job postings and contact candidates | observed | artifact ↗ | 2021-02-23 | promoted | 0.50 |
signal.commentary | {"context": null, "run_ref": "01M0893RDJ42JG31QQZZ82DPQB", "signals": [{"quote": "LinkedIn now has over 722 million members worldwide, and they mean business. So post a job with targeted screening que | observed | artifact ↗ | 2021-02-23 | promoted | 0.50 |
signal.commentary | {"context": null, "run_ref": "01M0A715CH7SB84WM0CGSA06M2", "signals": [{"quote": "LinkedIn has over 706 million members around the world now. It is the largest professional network in the world.", "st | observed | artifact ↗ | 2020-11-10 | promoted | 0.50 |
signal.commentary | {"context": null, "run_ref": "01M0A8GXW6K2FY39RD637AZE8H", "signals": [{"quote": "It is the best hiring platform in the world.", "stance": "bullish", "signal_class": "endorsement", "speaker_name": "Da | observed | artifact ↗ | 2020-09-17 | promoted | 0.50 |
signal.commentary | {"context": null, "run_ref": "01M0A8GXW6K2FY39RD637AZE8H", "signals": [{"quote": "LinkedIn has over 690 million members worldwide and they screen candidates for both hard skills and the soft skills th | observed | artifact ↗ | 2020-09-17 | promoted | 0.50 |
signal.commentary | {"context": null, "run_ref": "01M0A8GXW6K2FY39RD637AZE8H", "signals": [{"quote": "Aaron used LinkedIn jobs to hire a machine learning engineer who started back in July and he received over 110 relevan | observed | artifact ↗ | 2020-09-17 | promoted | 0.50 |
signal.commentary | {"context": null, "run_ref": "01M0A8TFTE6C982S31D99W1EKN", "signals": [{"quote": "It's the best job platform in the world. Period. End of story. There is no discussion. There is no debate. LinkedIn Jo | observed | artifact ↗ | 2020-09-03 | promoted | 0.50 |
signal.commentary | {"context": null, "run_ref": "01M0A8TFTE6C982S31D99W1EKN", "signals": [{"quote": "because LinkedIn has over 690 million members worldwide, and they screen the candidates on LinkedIn for the soft and t | observed | artifact ↗ | 2020-09-03 | promoted | 0.50 |
signal.commentary | {"context": null, "run_ref": "01M0A8TFTE6C982S31D99W1EKN", "signals": [{"quote": "the resume in LinkedIn has historically really been about who do you know, and what your experiences are", "stance": " | observed | artifact ↗ | 2020-09-03 | promoted | 0.50 |
signal.commentary | {"context": null, "run_ref": "01M0A9XMAQCM8H5N2TTC7VT1KC", "signals": [{"quote": "LinkedIn jobs which is the greatest place for you to find talent I have found so many members of that uses AI to optim | observed | artifact ↗ | 2020-08-19 | promoted | 0.50 |
signal.commentary | {"context": null, "run_ref": "01M0A9YKHCZ0M7C5B57BTVSWWA", "signals": [{"quote": "In fact, I, I was, I've been saying LinkedIn should retool its whole business and how to post jobs for a remote world. | observed | artifact ↗ | 2020-08-18 | promoted | 0.50 |
signal.commentary | {"context": null, "run_ref": "01M0A9YKHCZ0M7C5B57BTVSWWA", "signals": [{"quote": "I still think they're too wedded to the idea of like hiring in a city or locality.", "stance": "bearish", "signal_clas | observed | artifact ↗ | 2020-08-18 | promoted | 0.50 |
signal.commentary | {"context": null, "run_ref": "01M0A9YKHCZ0M7C5B57BTVSWWA", "signals": [{"quote": "We've had incredible success using LinkedIn talent and solutions to finding people because you can do it by work exper | observed | artifact ↗ | 2020-08-18 | promoted | 0.50 |
signal.commentary | {"context": null, "run_ref": "01M0APZBGVE9FE8G32WN8K6XF9", "signals": [{"quote": "That is why LinkedIn jobs is the number one way to hire. I tell all my startups, start with LinkedIn jobs, and then yo | observed | artifact ↗ | 2020-08-07 | promoted | 0.50 |
source.document.reference | {"kind": "document", "title": "LinkedIn pitch deck (2004-08-01, series-b)", "source_id": "01M068H5B6TPJES3VZK8NAP14R", "extract_ref": "artifact:sha256:22824385fad585ba9f6817833f20b6aeb28c3349b13ec9c99 | observed | artifact ↗ | 2004-08-01 | normalized | 0.95 |
source.document.reference | {"kind": "video", "title": "Tobi Lütke on Shopify’s impact on the creator economy, COVID forcing focus & much more | E1184 — linkedin", "source_id": "01KXRSPMTCJJKXFZM08ENG59DX-m-84308bea454057aa", "e | observed | artifact ↗ | 2026-08-17 | normalized | 0.95 |
source.document.reference | {"kind": "video", "title": "Harlem Capital’s Henri Pierre-Jacques on raising 1st fund, Black culture’s impact on social | E1183 — linkedin", "source_id": "01KXRSPMV89YTHY0S46Q6S2DA5-m-84308bea454057aa | observed | artifact ↗ | 2026-08-17 | normalized | 0.95 |
source.document.reference | {"kind": "video", "title": "Reid Hoffman on the Joby Aviation SPAC, lessons from early Airbnb & Facebook bets | Angel S5 E6 — linkedin", "source_id": "01KXRSPMXQAAGQFJ7JCNACXX27-m-84308bea454057aa", " | observed | artifact ↗ | 2026-08-17 | normalized | 0.95 |
source.document.reference | {"kind": "video", "title": "\"Crisis\" Director Nick Jarecki on the opioid problem in America & post-COVID film industry | E1177 — linkedin", "source_id": "01KXRSPMYNFKSQ0G3V726TH6E7-m-84308bea454057a | observed | artifact ↗ | 2026-08-17 | normalized | 0.95 |
source.document.reference | {"kind": "video", "title": "Mark Cuban on the resurgence of retail investors, NBA entry into wagering & crypto | Angel S5 E5 — linkedin", "source_id": "01KXRSPMZQ0J1P539Y3E20XHP9-m-84308bea454057aa", | observed | artifact ↗ | 2026-08-17 | normalized | 0.95 |
source.document.reference | {"kind": "video", "title": "E1148: Apps Without Code CEO Tara Reed teaches how to bootstrap no-code startups to profitability — linkedin", "source_id": "01KXRSPNE671ND4V1FG04T31ZP-m-84308bea454057aa", | observed | artifact ↗ | 2026-08-17 | normalized | 0.95 |
source.document.reference | {"kind": "video", "title": "E1138: Ask Jason! Benefits to growing a company internationally, new Apple chip, solo founder stigma — linkedin", "source_id": "01KXRSPNHHJ9R5BZH9P5QKQCY1-m-84308bea454057a | observed | artifact ↗ | 2026-08-18 | normalized | 0.95 |
source.document.reference | {"kind": "video", "title": "E1136: SEC Commissioner Hester Peirce on evolving accreditation laws, SPACs, spotting fraud & more — linkedin", "source_id": "01KXRSPNJDVTTNM3DV52VM1M73-m-84308bea454057aa" | observed | artifact ↗ | 2026-08-18 | normalized | 0.95 |
source.document.reference | {"kind": "video", "title": "E1135: Density CEO Andrew Farah on the Open Area Sensor, $51M Series C, risk-taking & more — linkedin", "source_id": "01KXRSPNJX6R7FYAGWJMQ7190M-m-84308bea454057aa", "extra | observed | artifact ↗ | 2026-08-18 | normalized | 0.95 |
source.document.reference | {"kind": "video", "title": "E1128: Emergency Pod! Quibi postmortem - Diving into the numbers, what went wrong & lessons learned — linkedin", "source_id": "01KXRSPNPCZZ539PPQ1EKAPKJ9-m-84308bea454057aa | observed | artifact ↗ | 2026-08-18 | normalized | 0.95 |
source.document.reference | {"kind": "video", "title": "Best of This Week in Startups: Week of October 12th, 2020 — linkedin", "source_id": "01KXRSPNQMMYA2XVWQA7SN74Y6-m-84308bea454057aa", "extract_ref": "artifact:sha256:cb8dec3 | observed | artifact ↗ | 2026-08-18 | normalized | 0.95 |
source.document.reference | {"kind": "video", "title": "E1110 The Next Unicorns E18 Ghost Locomotion CEO John Hayes builds self-driving kits for consumers — linkedin", "source_id": "01KXRSPNY25YC8DT8D08QDRP70-m-84308bea454057aa" | observed | artifact ↗ | 2026-08-18 | normalized | 0.95 |
source.document.reference | {"kind": "video", "title": "E1109: Ritual CEO Kat Schneider on standing out in a crowded DTC market, utilizing subscriptions — linkedin", "source_id": "01KXRSPNYCFC3ZCQP883SY9X8R-m-84308bea454057aa", | observed | artifact ↗ | 2026-08-18 | normalized | 0.95 |
source.document.reference | {"kind": "video", "title": "E1104 Next Unicorns E16: Degreed’s David Blake is fixing lifelong education & ending credentialism — linkedin", "source_id": "01KXRSPNZV0CEKPKCDPX6B7VT3-m-84308bea454057aa" | observed | artifact ↗ | 2026-08-18 | normalized | 0.95 |
source.document.reference | {"kind": "video", "title": "E1098 Next Unicorns E14: Cockroach Labs CEO Spencer Kimball on the coming paradigm shifts in tech — linkedin", "source_id": "01KXRSPP1J82G192YXCQFBWQ3P-m-84308bea454057aa", | observed | artifact ↗ | 2026-08-18 | normalized | 0.95 |
source.document.reference | {"kind": "video", "title": "E1097 Understanding the travel collapse & how media can thrive going forward with Skift's Rafat Ali — linkedin", "source_id": "01KXRSPP1W01GQSZRYNNJ35KRX-m-84308bea454057aa | observed | artifact ↗ | 2026-08-18 | normalized | 0.95 |
source.document.reference | {"kind": "video", "title": "E1096: Podcasting State of the Union featuring Overcast's Marco Arment & Oxford Road's Dan Granger — linkedin", "source_id": "01KXRSPP257CZVJN78MT0TCGHG-m-84308bea454057aa" | observed | artifact ↗ | 2026-08-18 | normalized | 0.95 |
source.document.reference | {"kind": "video", "title": "E1093: Keith Rabois on China’s grand plan, Taiwan, Big Tech & more — linkedin", "source_id": "01KXRSPP31QE2RC83BMD4JE6YB-m-84308bea454057aa", "extract_ref": "artifact:sha25 | observed | artifact ↗ | 2026-08-18 | normalized | 0.95 |
source.document.reference | {"kind": "video", "title": "E1089 Next Unicorns E11: insitro CEO Daphne Koller is optimizing drug discovery via machine learning — linkedin", "source_id": "01KXRSPP4K4WF83W0Y5Y5P9QQZ-m-84308bea454057a | observed | artifact ↗ | 2026-08-18 | normalized | 0.95 |