Companies330 Funding$40.1B Rounds110 ▲5 mo Investors77 Eng roles3943 14 events pending
VIX The Intelligent Venture Terminal beta

MongoDB

stale — 2 unprocessed events

MongoDB

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Get your ideas to market faster with a flexible, AI-ready database. MongoDB makes working with data easy. observed

stale · evidence today 19 sources no confidence data
/100
Developer momentum
Why this score? ↓
Funding
no round
Adoption
no signal
downloads / week
Developer
not scored
momentum / 100
Hiring
138 ▲+2
eng openings

Composite signal v0 41 ±16 · 3 components

Five evidence lanes (activity, capital, infra, hiring, ecosystem) as within-cohort percentiles, combined with evidence-breadth weights over the 60-company baseline cohort. The ± band widens with missing lanes — it measures what the score stands on. 16 signals in the last 60 days back this number.

Engineering openings 136 → 138 over 14d

Counted from the company's own job board — each point a dated observation.

08-28 13608-29 13309-03 13509-04 13609-05 13709-07 13409-08 13109-10 13209-11 138

New infrastructure surfaces

Subdomains appearing in public certificate-transparency logs — infrastructure standing up, dated at detection. Intent labels are deterministic (token map), not guessed.

api.test.corp.mongodb.com product surface 09-06 staging.corp.mongodb.com launch prep 09-06 api.support.mongodb.com product surface 09-06 dev.mongodb.com 09-06 api.prod.corp.mongodb.com product surface 09-06 api.support.staging.corp.mongodb.com launch prep 09-06 app.go.mongodb.com product surface 09-06 api.mongodb.com product surface 09-06 api.staging.corp.mongodb.com launch prep 09-06

Traction

Current round

No fundraising data yet. This category is part of the record and will populate as evidence is collected or the founder provides it.

Opportunity & risk

No standout signal or flag yet.

18 independent sources 0 promoted signals inspect the evidence →

Evaluation

How it's evaluated Four independent layers

No single number decides. Layers can disagree — that's the point. New to this? →

Platform score derived
Founder self-assessment claimed
11/100
Investor ratings opinion
Expert ratings opinion
Rate this company Investor or expert role required
/5 · 0 investors

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VIX signals 9 hard signals across 1 source

The platform's own early signals for this company — hard-to-fake, and where one preceded a real raise, the measured lead.

See the full track record →

What people are saying 16 signals from 3 voices
Technology No signals collected yet
No technology data yet. This category is part of the record and will populate as evidence is collected or the founder provides it.
Team & hiring 2 of 3 signals present
Team size (reported)
not provided
Open eng roles
138 observed
Total open roles
405 observed
Market & funding stage No signals collected yet
No market & funding stage data yet. This category is part of the record and will populate as evidence is collected or the founder provides it.

Evidence & scoring

Why this score? Score breakdown
No score breakdown data yet. This category is part of the record and will populate as evidence is collected or the founder provides it.

Capital timeline every dated signal, across tiers

  1. rumor MongoDB shares jump more than 30% in $192M IPO ↗
  2. rumor MongoDB has filed confidentially for IPO ↗
  3. rumor PostgreSQL Outperforms MongoDB in New Round of Tests ↗
  4. rumor MongoDB Raises $150 Million at $1.2 Billion Valuation ↗

Community chatter Hacker News · Tier 3 · unverified manip. risk low · 0.2

Gray-market attention, not quality. 50+ HN mentions (peak 802 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. ▲ 802 Goodbye MongoDB, Hello PostgreSQL 2015-03-10 ↗

Raw observations 74 records
AttributeValueKindSourceObservedStateConf.
ai.document.claims {"claims": [{"claim": "MongoDB is presented as the solution for overwhelmed databases when shipping AI features.", "quote": "if every feature you write and ship has to slow down for an overwhelmed dat observed artifact ↗ 2026-07-18 promoted 0.50
common_name MongoDB observed artifact ↗ 2026-07-18 normalized 0.60
common_name Mongo observed artifact ↗ 2026-07-18 normalized 0.60
common_name MongoDB observed artifact ↗ 2026-07-24 normalized 0.60
community.hn.max_points 1562 observed artifact ↗ 2026-07-18 normalized 0.20
community.hn.max_points 802 observed artifact ↗ 2026-07-18 normalized 0.20
community.hn.mentions 50 observed artifact ↗ 2026-07-18 normalized 0.20
community.hn.mentions 50 observed artifact ↗ 2026-07-18 normalized 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=15508507", "title": "MongoDB shares jump more than 30% in $192M IPO", "points": 384, "created_at": "2017-10-19", "evidence_type": "rumor", "verification_ observed artifact ↗ 2026-07-18 normalized 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=15508507", "title": "MongoDB shares jump more than 30% in $192M IPO", "points": 384, "created_at": "2017-10-19", "evidence_type": "rumor", "verification_ observed artifact ↗ 2026-07-18 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=15508507", "title": "MongoDB shares jump more than 30% in $192M IPO", "points": 384, "created_at": "2017-10-19", "evidence_type": "rumor", "verification_ observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=15508507", "title": "MongoDB shares jump more than 30% in $192M IPO", "points": 384, "created_at": "2017-10-19", "evidence_type": "rumor", "verification_ observed artifact ↗ 2017-10-19 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=15508507", "title": "MongoDB shares jump more than 30% in $192M IPO", "points": 384, "created_at": "2017-10-19", "evidence_type": "rumor", "verification_ observed artifact ↗ 2017-10-19 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=15508507", "title": "MongoDB shares jump more than 30% in $192M IPO", "points": 384, "created_at": "2017-10-19", "evidence_type": "rumor", "verification_ observed artifact ↗ 2017-10-19 normalized 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=18717168", "title": "Bye Bye Mongo, Hello Postgres", "points": 1562, "created_at": "2018-12-19"} observed artifact ↗ 2026-07-18 normalized 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=9178773", "title": "Goodbye MongoDB, Hello PostgreSQL", "points": 802, "created_at": "2015-03-10"} observed artifact ↗ 2026-07-18 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=9178773", "title": "Goodbye MongoDB, Hello PostgreSQL", "points": 802, "created_at": "2015-03-10"} observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=9178773", "title": "Goodbye MongoDB, Hello PostgreSQL", "points": 802, "created_at": "2015-03-10"} observed artifact ↗ 2015-03-10 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=9178773", "title": "Goodbye MongoDB, Hello PostgreSQL", "points": 802, "created_at": "2015-03-10"} observed artifact ↗ 2015-03-10 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=9178773", "title": "Goodbye MongoDB, Hello PostgreSQL", "points": 802, "created_at": "2015-03-10"} observed artifact ↗ 2015-03-10 normalized 0.20
description promotes its database as beneficial for AI development observed artifact ↗ 2026-07-18 normalized 0.60
description Mongo went public 10 years ago and distributed shares at three or four billion, with the stock reaching 50 billion in value. observed artifact ↗ 2026-07-18 normalized 0.60
description Get your ideas to market faster with a flexible, AI-ready database. MongoDB makes working with data easy. observed artifact ↗ 2026-07-24 normalized 0.70
domain www.mongodb.com observed artifact ↗ 2026-07-24 normalized 0.95
index.ai_tie AI_ADJACENT observed classify 2026-07-25 derived 0.60
jobs.board_url https://job-boards.greenhouse.io/mongodb observed artifact ↗ 2026-08-28 normalized 0.85
jobs.postings.engineering 136 observed artifact ↗ 2026-08-28 superseded 0.85
jobs.postings.engineering 133 observed artifact ↗ 2026-08-29 superseded 0.85
jobs.postings.engineering 135 observed artifact ↗ 2026-09-03 superseded 0.85
jobs.postings.engineering 136 observed artifact ↗ 2026-09-04 superseded 0.85
jobs.postings.engineering 137 observed artifact ↗ 2026-09-05 superseded 0.85
jobs.postings.engineering 134 observed artifact ↗ 2026-09-07 superseded 0.85
jobs.postings.engineering 131 observed artifact ↗ 2026-09-08 superseded 0.85
jobs.postings.engineering 132 observed artifact ↗ 2026-09-10 superseded 0.85
jobs.postings.engineering 138 observed artifact ↗ 2026-09-11 normalized 0.85
jobs.postings.total 407 observed artifact ↗ 2026-08-28 superseded 0.85
jobs.postings.total 405 observed artifact ↗ 2026-08-31 superseded 0.85
jobs.postings.total 400 observed artifact ↗ 2026-09-02 superseded 0.85
jobs.postings.total 403 observed artifact ↗ 2026-09-03 superseded 0.85
jobs.postings.total 407 observed artifact ↗ 2026-09-04 superseded 0.85
jobs.postings.total 415 observed artifact ↗ 2026-09-05 superseded 0.85
jobs.postings.total 412 observed artifact ↗ 2026-09-07 superseded 0.85
jobs.postings.total 405 observed artifact ↗ 2026-09-08 superseded 0.85
jobs.postings.total 404 observed artifact ↗ 2026-09-10 superseded 0.85
jobs.postings.total 408 observed artifact ↗ 2026-09-11 superseded 0.85
jobs.postings.total 405 observed artifact ↗ 2026-09-12 normalized 0.85
sector emerging derived calc 2026-08-08 normalized 0.50
signal.commentary {"context": null, "run_ref": "01KZA8AEPMVSQMJF08Y7CDB5TJ", "signals": [{"quote": "MongoDB gives you the flexibility to ship at the speed of AI. The asset compliance guarantees you can actually sleep a observed artifact ↗ 2026-07-31 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZMRQRT3APT29QS5GGY3DNJC", "signals": [{"quote": "In the case of MongoDB, the company went public at a share price of, I think, $23 a share. Today, the company's worth observed artifact ↗ 2023-09-07 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZMRQRT3APT29QS5GGY3DNJC", "signals": [{"quote": "MongoDB is a leader in the database space", "stance": "bullish", "signal_class": "assessment", "speaker_name": "Roelof observed artifact ↗ 2023-09-07 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZN5YR7177KCT8KGBEH0HHRZ", "signals": [{"quote": "we had today have over 40,000 customers. We're about a $1.5 billion revenue company. And our customers range from almo observed artifact ↗ 2023-07-25 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZN5YR7177KCT8KGBEH0HHRZ", "signals": [{"quote": "the key insight there was to organize data and documents versus tables. And it's much more easy to organize data that observed artifact ↗ 2023-07-25 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZN5YR7177KCT8KGBEH0HHRZ", "signals": [{"quote": "we first had to prove that we were more than a toy, because there was a lot of excitement of MongoDB, but could would observed artifact ↗ 2023-07-25 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZN5YR7177KCT8KGBEH0HHRZ", "signals": [{"quote": "we decided to build a cloud service. And we were actually, probably the first, you know, you know, company to build a observed artifact ↗ 2023-07-25 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZN5YR7177KCT8KGBEH0HHRZ", "signals": [{"quote": "we had amazing product market fit. And, and people just genuinely love the way MongoDB was designed and, and essential observed artifact ↗ 2023-07-25 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZN5YR7177KCT8KGBEH0HHRZ", "signals": [{"quote": "we had a much more restrictive license. So the hyperscalers couldn't take a free version of our technology with us. An observed artifact ↗ 2023-07-25 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZN5YR7177KCT8KGBEH0HHRZ", "signals": [{"quote": "we are the only ISV that's on the management consoles of AWS, Azure, and GCP today. And we have incentives for custome observed artifact ↗ 2023-07-25 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZN5YR7177KCT8KGBEH0HHRZ", "signals": [{"quote": "one of the most attractive things about MongoDB is that the speed of development is so much faster, people can build n observed artifact ↗ 2023-07-25 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZN5YR7177KCT8KGBEH0HHRZ", "signals": [{"quote": "What we've seen is almost 1500 customers since that announcement build AI applications on top of MongoDB. And we think observed artifact ↗ 2023-07-25 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZN5YR7177KCT8KGBEH0HHRZ", "signals": [{"quote": "One of the hot things in our space is something called vector databases. And vectors, essentially a way for people to observed artifact ↗ 2023-07-25 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZN5YR7177KCT8KGBEH0HHRZ", "signals": [{"quote": "Now, when we went public, we were trailing 100 million in revenue and a negative 40% operating margins. And today, we' observed artifact ↗ 2023-07-25 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZN5YR7177KCT8KGBEH0HHRZ", "signals": [{"quote": "So we never actually did like a kind of company wide rift, we did do some surgical risks, say like we had too many rec observed artifact ↗ 2023-07-25 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZNWG214TSKZFR8VFBC5M4A7", "signals": [{"quote": "So it wasn't just Snowflake. It was also MongoDB and, you know, companies that were enabling the move to the cloud lik observed artifact ↗ 2023-05-19 promoted 0.50
source.document.reference {"kind": "video", "title": "TWiST E2312 — startup trying to buy PayPal — mongodb", "source_id": "01KXRP7ZSCHCTYH7G6A3HGTHFJ-m-1cc9a79bdaf09793", "extract_ref": "artifact:sha256:2563df2435760ca767cda32 observed artifact ↗ 2026-07-18 normalized 0.95
source.document.reference {"kind": "video", "title": "E101: Ye acquires Parler, Snap drops 30%, macro outlook, VC metrics, valuing stocks & more — mongodb", "source_id": "01KXRSG0AM1QTZPAXRE90N56S2-m-1cc9a79bdaf09793", "extrac observed artifact ↗ 2026-07-25 normalized 0.95
source.document.reference {"kind": "video", "title": "www.youtube.com/watch — mongodb", "source_id": "01KZA3EJTAP6KHCB1TNQZQDP3C-m-1cc9a79bdaf09793", "extract_ref": "artifact:sha256:87229150af5d2fada3136fc543742884890583ae5825 observed artifact ↗ 2026-08-06 normalized 0.95
source.document.reference {"kind": "video", "title": "www.youtube.com/watch — mongodb", "source_id": "01KZA3EJVA0Y6QWNTSPPFXQRKR-m-1cc9a79bdaf09793", "extract_ref": "artifact:sha256:f91a7fef16ed65972221a3699e6a9c3267d1441fc8a8 observed artifact ↗ 2026-08-06 normalized 0.95
source.document.reference {"kind": "video", "title": "Sequoia & Union Square Returns, the Post-AI Labor Market, and the Return of SF? | E1907 — mongodb", "source_id": "01KXRSPBDRCA88K16S9JQB78DH-m-1cc9a79bdaf09793", "extract_r observed artifact ↗ 2026-08-09 normalized 0.95
source.document.reference {"kind": "video", "title": "Sequoia’s Roelof Botha on “Crucible Moments” and the state of VC | E1804 — mongodb", "source_id": "01KXRSPCQF4CBZ702GE3A5DSC1-m-1cc9a79bdaf09793", "extract_ref": "artifact: observed artifact ↗ 2026-08-10 normalized 0.95
source.document.reference {"kind": "video", "title": "MongoDB CEO Dev Ittycheria on great leadership, building winning teams, and more | E1783 — mongodb", "source_id": "01KXRSPD0NECC6TD638XS9VZMR-m-1cc9a79bdaf09793", "extract_ observed artifact ↗ 2026-08-10 normalized 0.95
source.document.reference {"kind": "video", "title": "Fireside chat with Jason Calacanis & Brad Gerstner hosted by Mubadala’s Ibrahim Ajami | E1746 — mongodb", "source_id": "01KXRSPDGNSE6ERADBM0P61900-m-1cc9a79bdaf09793", "ext observed artifact ↗ 2026-08-10 normalized 0.95
website_url https://www.mongodb.com/great-data-platform observed enrichment 2026-07-24 normalized 0.75
website_url https://www.mongodb.com/great-data-platform observed artifact ↗ 2026-07-24 normalized 0.95
website.homepage.has_pricing_link true observed artifact ↗ 2026-07-24 normalized 0.80