Companies330 Funding$40.1B Rounds110 ▲5 mo Investors77 Eng roles3949 ● 38 events pending
VIX The Intelligent Venture Terminal beta

Twin1 AI

stale — 38 unprocessed events

Twin1 AI

☆ Watch
stale · evidence today 5 sources no confidence data
48/100
Venture signal
scored above 72% of pre-seed peers
Outlook Stable
Why this score? ↓
Funding
$20M
2026-08-20
Adoption
no signal
downloads / week
Developer
not scored
momentum / 100
Hiring
no board
eng openings

Traction

Current round

Opportunity & risk

↗ Strongest signal: funding_recency (19% of the score).

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
48/100
Founder self-assessment claimed
4/100
Investor ratings opinion
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Expert ratings opinion
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Rate this company Investor or expert role required ▾
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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 1 of 3 signals present ▾
Funding stage
not provided
Lifecycle stage
not provided
Latest round stage
seed observed
Timeline 1 events ▾
  1. 2026-08-20 seed · $20M

Evidence & scoring

Why this score? none_required ▾

VentureSignalScore 48/100 for twin1-ai, composed from 2 of 4 components (index v0 cross-signal), discounted ×0.85 for 50% signal coverage

ComponentWeightNormalizedContribution
funding_recency 0.2 0.9326 0.1865
funding_magnitude 0.3 0.3204 0.0961

Evidence this score rests on

Capital timeline every dated signal, across tiers

  1. reported $20M reported (seed) ↗
  2. rumor Blackshark.ai’s digital twin of Earth attracts $20M in funding ↗

Narrative vs. reality No SEC filing found for this round

Reported narrative · Tier 2
$20M seed
announced 2026-08-20 · source ↗
Filed reality · Tier 0 · SEC
No SEC Form D on record.

An evidence gap, not proof of falsity: Form D is not always required (foreign offerings, certain exemptions) or may not be filed yet.

Community chatter Hacker News · Tier 3 · unverified manip. risk low · 0.21

Gray-market attention, not quality. 50+ HN mentions (peak 247 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. ▲ 247 Amazon is filled with garbage e-books, this is how they get made 2024-04-16 ↗

Raw observations 210 records ▾
AttributeValueKindSourceObservedStateConf.
common_name Twin1 AI observed artifact ↗ 2026-08-28 normalized 0.90
community.hn.max_points 247 observed artifact ↗ 2026-08-28 normalized 0.20
community.hn.mentions 50 observed artifact ↗ 2026-08-28 normalized 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=29186445", "title": "Blackshark.ai’s digital twin of Earth attracts $20M in funding", "points": 2, "created_at": "2021-11-11", "evidence_type": "rumor", observed artifact ↗ 2021-11-11 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=29186445", "title": "Blackshark.ai’s digital twin of Earth attracts $20M in funding", "points": 2, "created_at": "2021-11-11", "evidence_type": "rumor", observed artifact ↗ 2021-11-11 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=29186445", "title": "Blackshark.ai’s digital twin of Earth attracts $20M in funding", "points": 2, "created_at": "2021-11-11", "evidence_type": "rumor", observed artifact ↗ 2021-11-11 normalized 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=40057289", "title": "Amazon is filled with garbage e-books, this is how they get made", "points": 247, "created_at": "2024-04-16"} observed artifact ↗ 2024-04-16 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=40057289", "title": "Amazon is filled with garbage e-books, this is how they get made", "points": 247, "created_at": "2024-04-16"} observed artifact ↗ 2024-04-16 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=40057289", "title": "Amazon is filled with garbage e-books, this is how they get made", "points": 247, "created_at": "2024-04-16"} observed artifact ↗ 2024-04-16 normalized 0.20
funding.round.amount_usd 20000000 observed artifact ↗ 2026-08-20 normalized 0.90
funding.round.announced_on 2026-08-20 observed artifact ↗ 2026-08-20 normalized 0.90
funding.round.lead_investors [] observed artifact ↗ 2026-08-20 normalized 0.90
funding.round.source_url https://siliconangle.com/2026/08/20/twin1-ai-raises-20m-to-put-an-ai-twin-behind-every-knowledge-worker/ observed artifact ↗ 2026-08-20 normalized 0.90
funding.round.stage seed observed artifact ↗ 2026-08-20 normalized 0.90
metric.venture.funding_amount_usd 20000000 derived calc 2026-08-28 derived 0.90
metric.venture.funding_recency_days 8.9148 derived calc 2026-08-28 superseded 0.90
metric.venture.funding_recency_days 8.9185 derived calc 2026-08-28 superseded 0.90
metric.venture.funding_recency_days 8.9518 derived calc 2026-08-28 superseded 0.90
metric.venture.funding_recency_days 9.0229 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 9.0939 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 9.1508 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 9.2221 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 9.2936 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 9.3829 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 9.4547 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 9.5415 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 9.6129 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 9.6845 derived calc 2026-08-29 superseded 0.90
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metric.venture.funding_recency_days 9.9711 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 10.0447 derived calc 2026-08-30 superseded 0.90
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metric.venture.funding_recency_days 11.0268 derived calc 2026-08-31 superseded 0.90
metric.venture.funding_recency_days 11.0993 derived calc 2026-08-31 superseded 0.90
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metric.venture.funding_recency_days 12.0025 derived calc 2026-09-01 superseded 0.90
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score.venture_signal 49.1 derived calc 2026-09-02 superseded 0.60
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score.venture_signal 48.9 derived calc 2026-09-03 superseded 0.60
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