Companies104 Funding$41.8B Rounds76 ▼1 mo Investors69 Eng roles4177 ● data fresh
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Yarbo

fresh

Yarbo

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Makes robotic lawnmowers powered by GeoNet. observed

fresh · evidence 16d ago 5 sources no confidence data
—/100
Developer momentum
Why this score? ↓

What we have established three decisions, kept apart

  1. 1 Identity verified Not recorded

    No person- or entity-level identity check is on record for this company. A name match is not one.

  2. 2 Evidence sufficient to publish Not yet

    The inclusion bar: two or more independent sourced evidence families. This profile is reachable but not in the ranked index. It is a statement about how much evidence we hold, and about nothing else.

  3. 3 Fit for a seed/Series-A sourcing buyer Not established

    We have not established fit. That is not a soft no and not a soft yes — it is unknown, and it is never counted as a qualified prospect.

Funding
no round
Adoption
no signal
downloads / week
Developer
not scored
momentum / 100
Hiring
no board
eng openings
Commercial
not checked
homepage

Traction

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

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.

4 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
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Expert ratings opinion
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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 No signals collected yet ▾
No team & hiring data yet. This category is part of the record and will populate as evidence is collected or the founder provides it.
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.

Community chatter Hacker News · Tier 3 · unverified manip. risk low · 0.04

Gray-market attention, not quality. 9+ HN mentions (peak 10 points). Claim-shaped headlines are rumors until corroborated — a Tier-3 factual claim carries no evidentiary weight on its own. ▲ 10 A man with an army of Yarbo robot lawn mowers 2026-05-07 ↗

Raw observations 19 records ▾
AttributeValueKindSourceObservedStateConf.
common_name Yarbo observed artifact ↗ 2026-07-18 normalized 0.60
community.hn.max_points 96 observed artifact ↗ 2026-07-18 superseded 0.20
community.hn.max_points 10 observed artifact ↗ 2026-10-08 normalized 0.20
community.hn.mentions 50 observed artifact ↗ 2026-07-18 superseded 0.20
community.hn.mentions 9 observed artifact ↗ 2026-10-08 normalized 0.20
community.hn.rumors [] observed artifact ↗ 2026-07-18 normalized 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=4137131", "title": "Effective ML - Yaron Minsky", "points": 96, "created_at": "2012-06-20"} observed artifact ↗ 2026-07-18 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=4137131", "title": "Effective ML - Yaron Minsky", "points": 96, "created_at": "2012-06-20"} observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=4137131", "title": "Effective ML - Yaron Minsky", "points": 96, "created_at": "2012-06-20"} observed artifact ↗ 2012-06-20 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=4137131", "title": "Effective ML - Yaron Minsky", "points": 96, "created_at": "2012-06-20"} observed artifact ↗ 2012-06-20 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=4137131", "title": "Effective ML - Yaron Minsky", "points": 96, "created_at": "2012-06-20"} observed artifact ↗ 2012-06-20 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=4137131", "title": "Effective ML - Yaron Minsky", "points": 96, "created_at": "2012-06-20"} observed artifact ↗ 2012-06-20 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=4137131", "title": "Effective ML - Yaron Minsky", "points": 96, "created_at": "2012-06-20"} observed artifact ↗ 2012-06-20 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=4137131", "title": "Effective ML - Yaron Minsky", "points": 96, "created_at": "2012-06-20"} observed artifact ↗ 2012-06-20 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=48054397", "title": "A man with an army of Yarbo robot lawn mowers", "points": 10, "created_at": "2026-05-07"} observed artifact ↗ 2026-05-07 normalized 0.20
description Makes robotic lawnmowers powered by GeoNet. observed artifact ↗ 2026-07-18 normalized 0.60
index.ai_tie AI_ADJACENT observed classify 2026-07-25 derived 0.60
sector emerging derived calc 2026-08-08 normalized 0.50
source.document.reference {"kind": "video", "title": "All-In — Best Ideas Pitch Competition — yarbo", "source_id": "01KXRPBDZ2FE2BHN1CAREA46SJ-m-38afdff9e4ad22fb", "extract_ref": "artifact:sha256:d620f51be2974e329f6969a697d1c4 observed artifact ↗ 2026-07-18 normalized 0.95