Companies330 Funding$40.1B Rounds110 ▲5 mo Investors77 Eng roles3943 ● 20 events pending
VIX The Intelligent Venture Terminal beta

Repeat founder Ryan Williams

stale — 30 unprocessed events

Repeat founder Ryan Williams

☆ Watch
stale · evidence today 3 sources no confidence data
40.1/100
Venture signal
scored above 59% of pre-seed peers
Outlook Stable
Why this score? ↓
Funding
$10M
2026-07-31
Adoption
no signal
downloads / week
Developer
not scored
momentum / 100
Hiring
no board
eng openings

Traction

Current round

Opportunity & risk

↗ Strongest signal: funding_recency (18% of the score).

1 independent source 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
40/100
Founder self-assessment claimed
4/100
Investor ratings opinion
—
Expert ratings opinion
—
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. 2026-07-31 seed · $10M

Evidence & scoring

Why this score? none_required ▾

VentureSignalScore 40.1/100 for repeat-founder-ryan-williams, composed from 2 of 4 components (index v0 cross-signal), discounted ×0.85 for 50% signal coverage

ComponentWeightNormalizedContribution
funding_recency 0.2 0.8808 0.1762
funding_magnitude 0.3 0.2 0.06

Evidence this score rests on

Narrative vs. reality No SEC filing found for this round

Reported narrative · Tier 2
$10M seed
announced 2026-07-31 · 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.

Raw observations 177 records ▾
AttributeValueKindSourceObservedStateConf.
common_name Repeat founder Ryan Williams observed artifact ↗ 2026-08-28 normalized 0.90
funding.round.amount_usd 10000000 observed artifact ↗ 2026-07-31 normalized 0.90
funding.round.announced_on 2026-07-31 observed artifact ↗ 2026-07-31 normalized 0.90
funding.round.lead_investors [] observed artifact ↗ 2026-07-31 normalized 0.90
funding.round.source_url https://techcrunch.com/2026/07/31/repeat-founder-ryan-williams-raises-10m-seed-for-an-ai-startup-for-private-credit-managers/ observed artifact ↗ 2026-07-31 normalized 0.90
funding.round.stage seed observed artifact ↗ 2026-07-31 normalized 0.90
metric.venture.funding_amount_usd 10000000 derived calc 2026-08-28 derived 0.90
metric.venture.funding_recency_days 28.9148 derived calc 2026-08-28 superseded 0.90
metric.venture.funding_recency_days 29.0284 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 29.0995 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 29.1564 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 29.2278 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 29.3005 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 29.3883 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 29.4601 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 29.5469 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 29.6184 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 29.6899 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 29.7615 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 29.833 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 29.9046 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 29.9765 derived calc 2026-08-29 superseded 0.90
metric.venture.funding_recency_days 30.0501 derived calc 2026-08-30 superseded 0.90
metric.venture.funding_recency_days 30.1225 derived calc 2026-08-30 superseded 0.90
metric.venture.funding_recency_days 30.1943 derived calc 2026-08-30 superseded 0.90
metric.venture.funding_recency_days 30.2661 derived calc 2026-08-30 superseded 0.90
metric.venture.funding_recency_days 30.3454 derived calc 2026-08-30 superseded 0.90
metric.venture.funding_recency_days 30.4175 derived calc 2026-08-30 superseded 0.90
metric.venture.funding_recency_days 30.49 derived calc 2026-08-30 superseded 0.90
metric.venture.funding_recency_days 30.5622 derived calc 2026-08-30 superseded 0.90
metric.venture.funding_recency_days 30.6344 derived calc 2026-08-30 superseded 0.90
metric.venture.funding_recency_days 30.7068 derived calc 2026-08-30 superseded 0.90
metric.venture.funding_recency_days 30.7791 derived calc 2026-08-30 superseded 0.90
metric.venture.funding_recency_days 30.8514 derived calc 2026-08-30 superseded 0.90
metric.venture.funding_recency_days 30.9242 derived calc 2026-08-30 superseded 0.90
metric.venture.funding_recency_days 30.9968 derived calc 2026-08-30 superseded 0.90
metric.venture.funding_recency_days 31.0325 derived calc 2026-08-31 superseded 0.90
metric.venture.funding_recency_days 31.1051 derived calc 2026-08-31 superseded 0.90
metric.venture.funding_recency_days 31.1777 derived calc 2026-08-31 superseded 0.90
metric.venture.funding_recency_days 31.2504 derived calc 2026-08-31 superseded 0.90
metric.venture.funding_recency_days 31.3463 derived calc 2026-08-31 superseded 0.90
metric.venture.funding_recency_days 31.4212 derived calc 2026-08-31 superseded 0.90
metric.venture.funding_recency_days 31.5677 derived calc 2026-08-31 superseded 0.90
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metric.venture.funding_recency_days 31.7142 derived calc 2026-08-31 superseded 0.90
metric.venture.funding_recency_days 31.7145 derived calc 2026-08-31 superseded 0.90
metric.venture.funding_recency_days 31.7877 derived calc 2026-08-31 superseded 0.90
metric.venture.funding_recency_days 31.8611 derived calc 2026-08-31 superseded 0.90
metric.venture.funding_recency_days 32.0082 derived calc 2026-09-01 superseded 0.90
metric.venture.funding_recency_days 33.4086 derived calc 2026-09-02 superseded 0.90
metric.venture.funding_recency_days 33.4088 derived calc 2026-09-02 superseded 0.90
metric.venture.funding_recency_days 33.5618 derived calc 2026-09-02 superseded 0.90
metric.venture.funding_recency_days 33.6356 derived calc 2026-09-02 superseded 0.90
metric.venture.funding_recency_days 33.7095 derived calc 2026-09-02 superseded 0.90
metric.venture.funding_recency_days 33.7834 derived calc 2026-09-02 superseded 0.90
metric.venture.funding_recency_days 33.8575 derived calc 2026-09-02 superseded 0.90
metric.venture.funding_recency_days 33.9316 derived calc 2026-09-02 superseded 0.90
metric.venture.funding_recency_days 34.0059 derived calc 2026-09-03 superseded 0.90
metric.venture.funding_recency_days 34.08 derived calc 2026-09-03 superseded 0.90
metric.venture.funding_recency_days 34.1542 derived calc 2026-09-03 superseded 0.90
metric.venture.funding_recency_days 34.2284 derived calc 2026-09-03 superseded 0.90
metric.venture.funding_recency_days 34.3026 derived calc 2026-09-03 superseded 0.90
metric.venture.funding_recency_days 34.3836 derived calc 2026-09-03 superseded 0.90
metric.venture.funding_recency_days 34.4595 derived calc 2026-09-03 superseded 0.90
metric.venture.funding_recency_days 34.5408 derived calc 2026-09-03 superseded 0.90
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metric.venture.funding_recency_days 35.0622 derived calc 2026-09-04 superseded 0.90
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metric.venture.funding_recency_days 35.4451 derived calc 2026-09-04 superseded 0.90
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metric.venture.funding_recency_days 36.0233 derived calc 2026-09-05 superseded 0.90
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metric.venture.funding_recency_days 36.1707 derived calc 2026-09-05 superseded 0.90
metric.venture.funding_recency_days 36.2444 derived calc 2026-09-05 superseded 0.90
metric.venture.funding_recency_days 36.3182 derived calc 2026-09-05 superseded 0.90
metric.venture.funding_recency_days 36.4 derived calc 2026-09-05 superseded 0.90
metric.venture.funding_recency_days 36.4736 derived calc 2026-09-05 superseded 0.90
metric.venture.funding_recency_days 36.5587 derived calc 2026-09-05 superseded 0.90
metric.venture.funding_recency_days 36.6324 derived calc 2026-09-05 superseded 0.90
metric.venture.funding_recency_days 36.7063 derived calc 2026-09-05 superseded 0.90
metric.venture.funding_recency_days 36.78 derived calc 2026-09-05 superseded 0.90
metric.venture.funding_recency_days 36.8538 derived calc 2026-09-05 superseded 0.90
metric.venture.funding_recency_days 36.9277 derived calc 2026-09-05 superseded 0.90
metric.venture.funding_recency_days 37.0016 derived calc 2026-09-06 superseded 0.90
metric.venture.funding_recency_days 37.0755 derived calc 2026-09-06 superseded 0.90
metric.venture.funding_recency_days 37.1494 derived calc 2026-09-06 superseded 0.90
metric.venture.funding_recency_days 37.2234 derived calc 2026-09-06 superseded 0.90
metric.venture.funding_recency_days 37.2976 derived calc 2026-09-06 superseded 0.90
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metric.venture.funding_recency_days 37.4538 derived calc 2026-09-06 superseded 0.90
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metric.venture.funding_recency_days 37.6765 derived calc 2026-09-06 superseded 0.90
metric.venture.funding_recency_days 37.7508 derived calc 2026-09-06 superseded 0.90
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metric.venture.funding_recency_days 37.8996 derived calc 2026-09-06 superseded 0.90
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metric.venture.funding_recency_days 38.0494 derived calc 2026-09-07 superseded 0.90
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metric.venture.funding_recency_days 41.6479 derived calc 2026-09-10 superseded 0.90
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metric.venture.funding_recency_days 42.798 derived calc 2026-09-11 superseded 0.90
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metric.venture.funding_recency_days 42.9523 derived calc 2026-09-11 superseded 0.90
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metric.venture.funding_recency_days 43.34 derived calc 2026-09-12 superseded 0.90
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metric.venture.funding_recency_days 43.5817 derived calc 2026-09-12 superseded 0.90
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metric.venture.funding_recency_days 44.2881 derived calc 2026-09-13 derived 0.90
score.venture_signal 41.5 derived calc 2026-08-28 superseded 0.60
score.venture_signal 41.4 derived calc 2026-08-29 superseded 0.60
score.venture_signal 41.3 derived calc 2026-08-30 superseded 0.60
score.venture_signal 41.2 derived calc 2026-08-31 superseded 0.60
score.venture_signal 41.1 derived calc 2026-09-02 superseded 0.60
score.venture_signal 41 derived calc 2026-09-02 superseded 0.60
score.venture_signal 40.9 derived calc 2026-09-03 superseded 0.60
score.venture_signal 40.8 derived calc 2026-09-04 superseded 0.60
score.venture_signal 40.7 derived calc 2026-09-06 superseded 0.60
score.venture_signal 40.6 derived calc 2026-09-07 superseded 0.60
score.venture_signal 40.5 derived calc 2026-09-08 superseded 0.60
score.venture_signal 40.3 derived calc 2026-09-10 superseded 0.60
score.venture_signal 40.2 derived calc 2026-09-11 superseded 0.60
score.venture_signal 40.1 derived calc 2026-09-12 derived 0.60