Companies107 Funding$41.6B Rounds77 ▼1 mo Investors75 Eng roles4352 ● data fresh
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Toyota

fresh

Toyota

☆ Watch

Discussed regarding ADAS capabilities and compatibility with Comma AI's kit. observed

fresh · evidence 3d ago 3 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.

3 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
8/100
Investor ratings opinion
—
Expert ratings opinion
—
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What people are saying 1 signal from 1 voice ▾
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.
Raw observations 6 records ▾
AttributeValueKindSourceObservedStateConf.
common_name Toyota observed artifact ↗ 2026-10-01 normalized 0.60
description Discussed regarding ADAS capabilities and compatibility with Comma AI's kit. observed artifact ↗ 2026-10-01 normalized 0.60
signal.commentary {"context": null, "run_ref": "01M5F6DSP7JGC86VBD0BKBFZCE", "signals": [{"quote": "Even some lower-volume models from Toyota and GM's Cadillac brand are gaining momentum.", "stance": "neutral", "confid observed artifact ↗ 2026-10-21 promoted 0.50
source.document.reference {"kind": "podcast", "title": "#423 Soichiro Honda — toyota", "source_id": "01M4FM7NVQY6ZAZBN4PNZEEY1A-m-337b8d2c1e132acd", "extract_ref": "artifact:sha256:83af89d6c2ed07e019e689d7524abe12258ef353f5be3 observed artifact ↗ 2026-10-09 superseded 0.95
source.document.reference {"kind": "podcast", "title": "#423 Soichiro Honda — toyota", "source_id": "01M4FM7NVQY6ZAZBN4PNZEEY1A-m-337b8d2c1e132acd", "extract_ref": "artifact:sha256:83af89d6c2ed07e019e689d7524abe12258ef353f5be3 observed artifact ↗ 2026-06-28 normalized 0.95
source.document.reference {"kind": "podcast", "title": "James Robinson on What It Looks Like When a State is Failing — toyota", "source_id": "01M5F5KFE6ANT9MM653PACY55A-m-337b8d2c1e132acd", "extract_ref": "artifact:sha256:680c observed artifact ↗ 2026-10-21 normalized 0.95