Companies120 Funding$43.1B Rounds100 Investors113 Eng roles3007 ● updated 7m ago
VIX The Intelligent Venture Terminal beta

PuppyGraph

current — rebuilt 7m ago

PuppyGraph

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PuppyGraph is the 1st graph analytic engine that can query existing relational data stores into a unified graph model in <10 mins. No graph databases needed. observed

fresh · evidence today 10 sources 48% confidence
40.6/100
Venture signal
scored above 22% of unstaged peers stage unparsed
Outlook Stable
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 In the ranked index Yes

    The ranked index lists private AI companies with two or more independent sourced evidence families; its Early-stage view also leaves out rounds of $100M or more that no source assigns a stage. This profile is listed in the ranked index. It is a statement about evidence and mandate, 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
$10M
2026-11-10
Adoption
no signal
downloads / week
Developer
26.2
momentum / 100
Hiring
no board
eng openings
Commercial
public pricing
homepage

Traction

Latest cited round

Opportunity & risk

↗ Strongest signal: funding_recency (20% of the score).

↓ Scored on 3 of 4 components — adoption had no computable metric; confidence 0.48.

6 independent sources 0 promoted signals inspect the evidence →

The skeptic's read what this company has said, judged against what happened

1 claims on record 1 verified 0 contradicted 0 not evaluated

Not evaluated ≠ false — the deadline or the evidence hasn't arrived. A forecast with no target date cannot be graded and is counted as insufficient temporal evidence. Nothing here is editorial: every count is a ledger row you can open on the Proof page.

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
41/100
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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Technology 3 of 4 signals present ▾
Primary language
Go observed
GitHub stars
60 observed
Forks
5 observed
Weekly downloads (npm)
not provided
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.
Timeline 1 events ▾
  1. 2026-11-10 Round · $10M

Evidence & scoring

Why this score? none_required ▾

VentureSignalScore 40.6/100 for puppygraph, composed from 3 of 4 components (index v0 cross-signal), discounted ×0.91 for 70% signal coverage

ComponentWeightNormalizedContribution
funding_recency 0.2 0.9978 0.1996
funding_magnitude 0.3 0.2 0.06
developer 0.2 0.262 0.0524

Evidence this score rests on

Narrative vs. reality No SEC filing found for this round

Reported narrative · Tier 2
$10M
announced 2026-11-10 · 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.

Financing events four different events, four different dates

A first sale, a filing, an amendment and a public announcement are not the same event, and one date may not stand in for another. Where the latest financing date cannot be established from what we hold, this says unknown rather than substituting a date we do have.

Latest established financing date
2026-11-10
Money moved on or after
2026-11-10
Total reported by
not established
Basis
reported round

A reported round dated 2026-11-10 by its own source.

Community chatter Hacker News · Tier 3 · unverified manip. risk low · 0.01

Gray-market attention, not quality. 2+ HN mentions (peak 2 points). Claim-shaped headlines are rumors until corroborated — a Tier-3 factual claim carries no evidentiary weight on its own. ▲ 2 Integrating Unity Catalog with PuppyGraph for Real-Time Graph Analysis 2024-08-23 ↗

Raw observations 52 records ▾
AttributeValueKindSourceObservedStateConf.
ai.document.claims {"claims": [{"claim": "PuppyGraph raised $10,000,000 in a funding round.", "quote": "{\"amount_usd\":10000000,\"announced_on\":\"2026-11-10\",\"company_name\":\"PuppyGraph\",\"company_slug\":\"puppygr observed artifact ↗ 2026-11-10 promoted 0.50
common_name PuppyGraph observed artifact ↗ 2026-11-10 normalized 0.90
common_name PuppyGraph observed artifact ↗ 2026-11-10 normalized 0.60
community.hn.max_points 2 observed artifact ↗ 2026-11-10 normalized 0.20
community.hn.mentions 2 observed artifact ↗ 2026-11-10 normalized 0.20
community.hn.rumors [] observed artifact ↗ 2026-11-10 normalized 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=41331325", "title": "Integrating Unity Catalog with PuppyGraph for Real-Time Graph Analysis", "points": 2, "created_at": "2024-08-23"} observed artifact ↗ 2024-08-23 normalized 0.20
description PuppyGraph is the 1st graph analytic engine that can query existing relational data stores into a unified graph model in <10 mins. No graph databases needed. observed artifact ↗ 2026-11-10 normalized 0.70
domain www.puppygraph.com observed artifact ↗ 2026-11-10 normalized 0.95
funding.round.amount_usd 10000000 observed artifact ↗ 2026-11-10 normalized 0.90
funding.round.announced_on 2026-11-10 observed artifact ↗ 2026-11-10 normalized 0.90
funding.round.lead_investors [] observed artifact ↗ 2026-11-10 normalized 0.90
funding.round.source_url https://siliconangle.com/2026/11/10/puppygraph-raises-10m-to-let-ai-agents-query-enterprise-data-as-a-graph/ observed artifact ↗ 2026-11-10 normalized 0.90
gate.accumulation {"outcome": "document_created", "obs_count": 26, "source_id": "01M73CRS4XFFT54Y94P97QXKAN", "trigger_path": "accumulation_gate", "collector_count": 3, "artifact_collector": "funding_intake"} observed artifact ↗ 2026-11-10 normalized 0.60
github.repository.archived false observed artifact ↗ 2026-11-10 normalized 0.90
github.repository.created_at 2024-04-18T23:07:28Z observed artifact ↗ 2026-11-10 normalized 0.90
github.repository.default_branch main observed artifact ↗ 2026-11-10 normalized 0.90
github.repository.description PuppyGraph standalone web server for visualize graph queries. observed artifact ↗ 2026-11-10 normalized 0.90
github.repository.disabled false observed artifact ↗ 2026-11-10 normalized 0.90
github.repository.forks 5 observed artifact ↗ 2026-11-10 normalized 0.60
github.repository.full_name puppygraph/puppygraph-query observed artifact ↗ 2026-11-10 normalized 0.90
github.repository.license Apache-2.0 observed artifact ↗ 2026-11-10 normalized 0.90
github.repository.open_issues 1 observed artifact ↗ 2026-11-10 normalized 0.60
github.repository.primary_language Go observed artifact ↗ 2026-11-10 normalized 0.90
github.repository.pushed_at 2025-02-25T23:37:02Z observed artifact ↗ 2026-11-10 normalized 0.90
github.repository.stars 60 observed artifact ↗ 2026-11-10 normalized 0.60
github.repository.topics [] observed artifact ↗ 2026-11-10 normalized 0.90
github.repository.updated_at 2026-10-25T17:52:31Z observed artifact ↗ 2026-11-10 normalized 0.90
github.repository.url https://github.com/puppygraph/puppygraph-query observed artifact ↗ 2026-11-10 normalized 0.90
github.repository.visibility public observed artifact ↗ 2026-11-10 normalized 0.90
metric.developer.fork_ratio 0.0833 derived calc 2026-11-10 derived 0.60
metric.developer.push_recency_days 622.8013 derived calc 2026-11-10 superseded 0.90
metric.developer.push_recency_days 622.839 derived calc 2026-11-10 superseded 0.90
metric.developer.push_recency_days 622.8393 derived calc 2026-11-10 derived 0.90
metric.developer.repo_age_days 935.8218 derived calc 2026-11-10 superseded 0.90
metric.developer.repo_age_days 935.8596 derived calc 2026-11-10 superseded 0.90
metric.developer.repo_age_days 935.8599 derived calc 2026-11-10 derived 0.90
metric.venture.funding_amount_usd 10000000 derived calc 2026-11-10 derived 0.90
metric.venture.funding_recency_days 0.6759 derived calc 2026-11-10 superseded 0.90
metric.venture.funding_recency_days 0.7825 derived calc 2026-11-10 superseded 0.90
metric.venture.funding_recency_days 0.7844 derived calc 2026-11-10 superseded 0.90
metric.venture.funding_recency_days 0.7853 derived calc 2026-11-10 superseded 0.90
metric.venture.funding_recency_days 0.8231 derived calc 2026-11-10 superseded 0.90
metric.venture.funding_recency_days 0.8234 derived calc 2026-11-10 derived 0.90
platform.visibility published observed inclusion 2026-11-10 normalized 1.00
score.developer_momentum 26.2 derived calc 2026-11-10 derived 0.48
score.venture_signal 44.1 derived calc 2026-11-10 superseded 0.60
score.venture_signal 40.6 derived calc 2026-11-10 derived 0.38
source.document.reference {"kind": "document", "title": "puppygraph — funding_intake snapshot (accumulation gate)", "source_id": "01M73CRS4XFFT54Y94P97QXKAN", "extract_ref": "artifact:sha256:8e49b89355d2fb8a7478b415f7aa22694ba observed artifact ↗ 2026-11-10 normalized 0.95
website_url https://www.puppygraph.com observed enrichment 2026-11-10 normalized 0.85
website_url https://www.puppygraph.com observed artifact ↗ 2026-11-10 normalized 0.95
website.homepage.has_pricing_link true observed artifact ↗ 2026-11-10 normalized 0.80