Companies107 Funding$41.6B Rounds77 ▼1 mo Investors75 Eng roles4352 ● updated 5m ago
VIX The Intelligent Venture Terminal beta

Aristotle

current — rebuilt 5m ago

Aristotle

☆ Watch

Aristotle is the AI tutor built to teach, not give answers. Used by families at top schools nationwide. observed

fresh · evidence today 9 sources no confidence data
34.5/100
Venture signal
scored above 51% of pre-seed peers
Outlook Stable
Why this score? ↓

What we have established three decisions, kept apart

  1. 1 Identity verified Yes

    Resolved from the TRANSCRIPT’S DESCRIPTION, not from the name, because "Aristotle" resolves to nothing on its own: a voice AI tutor for high schoolers whose founder the host names on air. Then content-verified on the company’s own site, which carries the same product and the same round.

    • Transcript (This Week in Startups, 2026-10-07): "the founder of Aristotle… Sean Reddy… co-founder and CEO… a voice AI tutor for high schoolers"
    • Public coverage names the co-founder and CEO as SHAN Reddy — the transcript is a homophone error, corrected here
    • joinaristotle.com: "The world’s first personal AI tutor", with the session counters third-party coverage quotes
    • joinaristotle.com/careers states "We raised $5M from world-class investors" — the same round the press reports
    • aristotle.ai is a DIFFERENT company and was rejected
  2. 2 Evidence sufficient to publish Yes

    The inclusion bar: two or more independent sourced evidence families. This profile is published and listed. It is a statement about how much evidence we hold, and about nothing else.

  3. 3 Fit for a seed/Series-A sourcing buyer Qualified

    Institutional venture backing and a stage band inside seed..Series A are both evidenced below.

    Both legs hold. (a) True Ventures led a $5M round, with Wicklow Capital participating — a named institutional lead. (b) Coverage calls it a SEED, announced 2026-09-16, and it is the only financing event on record, so nothing later is unlabelled. Grades 6–12 voice tutoring, four full-time roles open in San Francisco, 1,000+ students through a closed beta before the raise. This is the buyer’s market band and the buyer’s stage.

    Venture backing: evidenced · Stage band: seed — stated by coverage of the round, 2026-09-16

    • pulse2.com ↗ — $5M seed led by True Ventures, Wicklow Capital participating, announced 2026-09-16.
    • joinaristotle.com ↗ — Four full-time San Francisco roles, and the company’s own confirmation of the $5M raise. Read at 2026-10-11T03:45:18Z.
    • dealroom.co ↗ — Independent coverage of the same round.
    What the filing alone says
    NOTHING. There is no SEC filing in evidence here — this company was not found through EDGAR. The starting point was a sentence in a podcast transcript.
    What we add
    The company itself, as an index entry that did not exist 20 minutes ago: resolved from a description rather than a name (and a mis-transcribed founder surname), content-verified site, the $5M True Ventures seed attached from coverage, and four first-party job postings read off its own careers page at 03:45Z. Two sourced evidence families, which is why it is the one company in this pass that the unchanged inclusion bar published.
    Still unknown
    • Outcome evidence: a third-party analysis notes Aristotle publishes session counts and ratings but no learning outcome. We have not verified efficacy and do not claim it.
    • Round size is reported as $5M in most coverage and $4.8M by one listing.
    • Whether it is raising again. Nothing suggests it is; the seed is three weeks old.
    Action it supports
    A real sourcing action: a seed-stage, institutionally-led company in the buyer’s band, with a live hiring signal and a working profile, that our index did not contain this morning. The caveat is below — the round is already closed and was publicly announced, so this is pipeline for the next round, not access to this one.
    Our arrival vs public
    25 days LATE on the round (announced 2026-09-16; we created the entity 2026-10-11T03:43:04Z). The round reached us through a podcast, not ahead of one. What is NEW is that the company is in our index at all — which is a coverage claim, not a timing claim.
    Research time
    tracked for this pass: ~13 minutes of machine time across all three companies (docs/experiments/A14-TASK-LOG.md). No human research time was spent.
    Unresolved
    • No learning-outcome evidence has been published by the company or verified by us.
    • Founders Shan Reddy, Jaiden Reddy and Vivek Vajipey are Stanford alumni and the CEO previously invested at True Ventures — the lead investor knows the founder well, which is context a buyer should weigh rather than a red flag.

    What would overturn this: Evidence the True Ventures round was not a seed, or that the company is outside the buyer’s sector mandate.

    Assessed 2026-10-11 for seed/Series-A sourcing.

Funding
$5M
2026-09-16
Adoption
no signal
downloads / week
Developer
not scored
momentum / 100
Hiring
2
eng openings
Commercial
public pricing
homepage

Composite signal v0 9 ±23 · 2 components

Five evidence lanes (activity, capital, infra, hiring, ecosystem) as within-cohort percentiles, combined with evidence-breadth weights over the 60-company baseline cohort. The ± band widens with missing lanes — it measures what the score stands on. 4 signals in the last 60 days back this number.

Traction

Current round

Opportunity & risk

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

↓ Scored on 2 of 4 components — adoption, developer had no computable metric.

7 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
35/100
Founder self-assessment claimed
11/100
Investor ratings opinion
—
Expert ratings opinion
—
Rate this company Investor or expert role required ▾
—/5 · 0 investors

Sign in as an investor or expert to rate this company.

VIX signals 2 hard signals across 1 source ▾

The platform's own early signals for this company — hard-to-fake, and where one preceded a real raise, the measured lead.

See the full track record →

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 2 of 3 signals present ▾
Team size (reported)
not provided
Open eng roles
2 observed
Total open roles
4 observed
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. 2026-09-16 seed · $5M · Led by True Ventures

Evidence & scoring

Why this score? none_required ▾

VentureSignalScore 34.5/100 for aristotle, composed from 2 of 4 components (index v0 cross-signal), discounted ×0.85 for 50% signal coverage

ComponentWeightNormalizedContribution
funding_recency 0.2 0.8967 0.1793
funding_magnitude 0.3 0.0796 0.0239

Evidence this score rests on

Narrative vs. reality No SEC filing found for this round

Reported narrative · Tier 2
$5M seed
announced 2026-09-16 · 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
2026-09-16
Money moved on or after
2026-09-16
Total reported by
not established
Basis
reported round

A reported round dated 2026-09-16 by its own source.

Raw observations 146 records ▾
AttributeValueKindSourceObservedStateConf.
buyer_fit.assessment {"buyer": "seed/Series-A sourcing", "sources": [{"url": "https://pulse2.com/aristotle-raises-5-million-seed-funding/", "what": "$5M seed led by True Ventures, Wicklow Capital participating, announced observed assessment 2026-10-11 superseded 0.90
buyer_fit.assessment {"buyer": "seed/Series-A sourcing", "sources": [{"url": "https://pulse2.com/aristotle-raises-5-million-seed-funding/", "what": "$5M seed led by True Ventures, Wicklow Capital participating, announced observed assessment 2026-10-11 superseded 0.90
buyer_fit.assessment {"buyer": "seed/Series-A sourcing", "sources": [{"url": "https://pulse2.com/aristotle-raises-5-million-seed-funding/", "what": "$5M seed led by True Ventures, Wicklow Capital participating, announced observed readiness 2026-10-11 superseded 0.90
buyer_fit.assessment {"buyer": "seed/Series-A sourcing", "sources": [{"url": "https://pulse2.com/aristotle-raises-5-million-seed-funding/", "what": "$5M seed led by True Ventures, Wicklow Capital participating, announced observed readiness 2026-10-11 superseded 0.90
buyer_fit.assessment {"buyer": "seed/Series-A sourcing", "sources": [{"url": "https://pulse2.com/aristotle-raises-5-million-seed-funding/", "what": "$5M seed led by True Ventures, Wicklow Capital participating, announced observed readiness 2026-10-11 superseded 0.90
buyer_fit.assessment {"buyer": "seed/Series-A sourcing", "sources": [{"url": "https://pulse2.com/aristotle-raises-5-million-seed-funding/", "what": "$5M seed led by True Ventures, Wicklow Capital participating, announced observed readiness 2026-10-11 superseded 0.90
buyer_fit.assessment {"buyer": "seed/Series-A sourcing", "sources": [{"url": "https://pulse2.com/aristotle-raises-5-million-seed-funding/", "what": "$5M seed led by True Ventures, Wicklow Capital participating, announced observed readiness 2026-10-11 superseded 0.90
buyer_fit.assessment {"buyer": "seed/Series-A sourcing", "sources": [{"url": "https://pulse2.com/aristotle-raises-5-million-seed-funding/", "what": "$5M seed led by True Ventures, Wicklow Capital participating, announced observed assessment 2026-10-11 normalized 0.90
buyer_fit.status qualified observed assessment 2026-10-11 normalized 0.90
common_name Aristotle observed artifact ↗ 2026-10-11 normalized 0.60
common_name Aristotle observed artifact ↗ 2026-10-11 normalized 0.60
description A voice AI tutor for high schoolers observed artifact ↗ 2026-10-11 normalized 0.60
description Aristotle is the AI tutor built to teach, not give answers. Used by families at top schools nationwide. observed artifact ↗ 2026-10-11 normalized 0.70
domain joinaristotle.com observed artifact ↗ 2026-10-11 normalized 0.95
funding.round.amount_usd 5000000 observed artifact ↗ 2026-09-16 normalized 0.90
funding.round.announced_on 2026-09-16 observed artifact ↗ 2026-09-16 normalized 0.90
funding.round.lead_investors ["True Ventures"] observed artifact ↗ 2026-09-16 normalized 0.90
funding.round.source_url https://pulse2.com/aristotle-raises-5-million-seed-funding/ observed artifact ↗ 2026-09-16 normalized 0.90
funding.round.stage seed observed artifact ↗ 2026-09-16 normalized 0.90
identity.verification {"method": "Resolved from the TRANSCRIPT’S DESCRIPTION, not from the name, because \"Aristotle\" resolves to nothing on its own: a voice AI tutor for high schoolers whose founder the host names on air observed assessment 2026-10-11 normalized 0.90
jobs.board_url https://joinaristotle.com/careers observed page 2026-10-11 normalized 0.85
jobs.postings.engineering 2 observed page 2026-10-11 normalized 0.85
jobs.postings.observed {"url": "https://joinaristotle.com/careers", "method": "supplied and then verified title-by-title against the live page (first-party careers page, not an ATS API)", "titles": ["Founding Engineer — San observed page 2026-10-11 normalized 0.85
jobs.postings.total 4 observed page 2026-10-11 normalized 0.85
metric.venture.funding_amount_usd 5000000 derived calc 2026-10-11 derived 0.90
metric.venture.funding_recency_days 25.1556 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 25.1562 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 25.1565 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 25.1573 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 25.1575 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 25.159 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 25.1831 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 25.2015 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 25.2144 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 25.2392 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 25.2605 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 25.2639 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 25.2819 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 25.2909 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 25.4362 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 25.5261 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 25.6155 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 25.7048 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 25.7948 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 25.8866 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 25.9764 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 26.0402 derived calc 2026-10-12 superseded 0.90
metric.venture.funding_recency_days 26.1541 derived calc 2026-10-12 superseded 0.90
metric.venture.funding_recency_days 27.1118 derived calc 2026-10-13 superseded 0.90
metric.venture.funding_recency_days 27.202 derived calc 2026-10-13 superseded 0.90
metric.venture.funding_recency_days 27.2921 derived calc 2026-10-13 superseded 0.90
metric.venture.funding_recency_days 28.3052 derived calc 2026-10-14 superseded 0.90
metric.venture.funding_recency_days 28.3958 derived calc 2026-10-14 superseded 0.90
metric.venture.funding_recency_days 28.4885 derived calc 2026-10-14 superseded 0.90
metric.venture.funding_recency_days 28.5979 derived calc 2026-10-14 superseded 0.90
metric.venture.funding_recency_days 28.693 derived calc 2026-10-14 superseded 0.90
metric.venture.funding_recency_days 28.7904 derived calc 2026-10-14 superseded 0.90
metric.venture.funding_recency_days 28.8856 derived calc 2026-10-14 superseded 0.90
metric.venture.funding_recency_days 28.9809 derived calc 2026-10-14 superseded 0.90
metric.venture.funding_recency_days 29.078 derived calc 2026-10-15 superseded 0.90
metric.venture.funding_recency_days 29.1734 derived calc 2026-10-15 superseded 0.90
metric.venture.funding_recency_days 29.3297 derived calc 2026-10-15 superseded 0.90
metric.venture.funding_recency_days 29.425 derived calc 2026-10-15 superseded 0.90
metric.venture.funding_recency_days 29.5377 derived calc 2026-10-15 superseded 0.90
metric.venture.funding_recency_days 29.6333 derived calc 2026-10-15 superseded 0.90
metric.venture.funding_recency_days 29.7289 derived calc 2026-10-15 superseded 0.90
metric.venture.funding_recency_days 29.8275 derived calc 2026-10-15 superseded 0.90
metric.venture.funding_recency_days 29.9235 derived calc 2026-10-15 superseded 0.90
metric.venture.funding_recency_days 30.0216 derived calc 2026-10-16 superseded 0.90
metric.venture.funding_recency_days 30.1178 derived calc 2026-10-16 superseded 0.90
metric.venture.funding_recency_days 30.2142 derived calc 2026-10-16 superseded 0.90
metric.venture.funding_recency_days 30.3131 derived calc 2026-10-16 superseded 0.90
metric.venture.funding_recency_days 30.4099 derived calc 2026-10-16 superseded 0.90
metric.venture.funding_recency_days 30.5074 derived calc 2026-10-16 superseded 0.90
metric.venture.funding_recency_days 30.6056 derived calc 2026-10-16 superseded 0.90
metric.venture.funding_recency_days 32.5302 derived calc 2026-10-18 superseded 0.90
metric.venture.funding_recency_days 32.6274 derived calc 2026-10-18 superseded 0.90
metric.venture.funding_recency_days 32.7246 derived calc 2026-10-18 superseded 0.90
metric.venture.funding_recency_days 33.1143 derived calc 2026-10-19 superseded 0.90
metric.venture.funding_recency_days 33.211 derived calc 2026-10-19 superseded 0.90
metric.venture.funding_recency_days 33.3189 derived calc 2026-10-19 superseded 0.90
metric.venture.funding_recency_days 33.4158 derived calc 2026-10-19 superseded 0.90
metric.venture.funding_recency_days 33.531 derived calc 2026-10-19 superseded 0.90
metric.venture.funding_recency_days 33.628 derived calc 2026-10-19 superseded 0.90
metric.venture.funding_recency_days 33.725 derived calc 2026-10-19 superseded 0.90
metric.venture.funding_recency_days 33.8222 derived calc 2026-10-19 superseded 0.90
metric.venture.funding_recency_days 33.9193 derived calc 2026-10-19 superseded 0.90
metric.venture.funding_recency_days 34.0179 derived calc 2026-10-20 superseded 0.90
metric.venture.funding_recency_days 34.148 derived calc 2026-10-20 superseded 0.90
metric.venture.funding_recency_days 34.2479 derived calc 2026-10-20 superseded 0.90
metric.venture.funding_recency_days 34.3481 derived calc 2026-10-20 superseded 0.90
metric.venture.funding_recency_days 34.4493 derived calc 2026-10-20 superseded 0.90
metric.venture.funding_recency_days 34.5647 derived calc 2026-10-20 superseded 0.90
metric.venture.funding_recency_days 35.0179 derived calc 2026-10-21 superseded 0.90
metric.venture.funding_recency_days 35.0824 derived calc 2026-10-21 superseded 0.90
metric.venture.funding_recency_days 35.1801 derived calc 2026-10-21 superseded 0.90
metric.venture.funding_recency_days 35.2748 derived calc 2026-10-21 superseded 0.90
metric.venture.funding_recency_days 35.4476 derived calc 2026-10-21 superseded 0.90
metric.venture.funding_recency_days 35.5527 derived calc 2026-10-21 superseded 0.90
metric.venture.funding_recency_days 35.6517 derived calc 2026-10-21 superseded 0.90
metric.venture.funding_recency_days 35.7511 derived calc 2026-10-21 superseded 0.90
metric.venture.funding_recency_days 35.85 derived calc 2026-10-21 superseded 0.90
metric.venture.funding_recency_days 35.949 derived calc 2026-10-21 superseded 0.90
metric.venture.funding_recency_days 36.0561 derived calc 2026-10-22 superseded 0.90
metric.venture.funding_recency_days 36.1552 derived calc 2026-10-22 superseded 0.90
metric.venture.funding_recency_days 36.2544 derived calc 2026-10-22 superseded 0.90
metric.venture.funding_recency_days 36.3559 derived calc 2026-10-22 superseded 0.90
metric.venture.funding_recency_days 36.4552 derived calc 2026-10-22 superseded 0.90
metric.venture.funding_recency_days 36.5719 derived calc 2026-10-22 superseded 0.90
metric.venture.funding_recency_days 36.6714 derived calc 2026-10-22 superseded 0.90
metric.venture.funding_recency_days 36.7748 derived calc 2026-10-22 superseded 0.90
metric.venture.funding_recency_days 36.8744 derived calc 2026-10-22 superseded 0.90
metric.venture.funding_recency_days 36.9741 derived calc 2026-10-22 superseded 0.90
metric.venture.funding_recency_days 37.0739 derived calc 2026-10-23 superseded 0.90
metric.venture.funding_recency_days 37.1739 derived calc 2026-10-23 superseded 0.90
metric.venture.funding_recency_days 37.2742 derived calc 2026-10-23 superseded 0.90
metric.venture.funding_recency_days 37.3934 derived calc 2026-10-23 superseded 0.90
metric.venture.funding_recency_days 37.4946 derived calc 2026-10-23 superseded 0.90
metric.venture.funding_recency_days 37.5997 derived calc 2026-10-23 superseded 0.90
metric.venture.funding_recency_days 37.7 derived calc 2026-10-23 superseded 0.90
metric.venture.funding_recency_days 37.8341 derived calc 2026-10-23 superseded 0.90
metric.venture.funding_recency_days 37.9004 derived calc 2026-10-23 superseded 0.90
metric.venture.funding_recency_days 38.0009 derived calc 2026-10-24 superseded 0.90
metric.venture.funding_recency_days 38.0908 derived calc 2026-10-24 superseded 0.90
metric.venture.funding_recency_days 38.1916 derived calc 2026-10-24 superseded 0.90
metric.venture.funding_recency_days 38.2858 derived calc 2026-10-24 superseded 0.90
metric.venture.funding_recency_days 38.4699 derived calc 2026-10-24 superseded 0.90
metric.venture.funding_recency_days 38.5817 derived calc 2026-10-24 derived 0.90
platform.visibility draft observed discovery 2026-10-11 superseded 0.60
platform.visibility published observed inclusion 2026-10-11 normalized 1.00
score.venture_signal 35.7 derived calc 2026-10-11 superseded 0.60
score.venture_signal 35.6 derived calc 2026-10-11 superseded 0.60
score.venture_signal 35.5 derived calc 2026-10-13 superseded 0.60
score.venture_signal 35.4 derived calc 2026-10-14 superseded 0.60
score.venture_signal 35.3 derived calc 2026-10-15 superseded 0.60
score.venture_signal 35.2 derived calc 2026-10-16 superseded 0.60
score.venture_signal 35 derived calc 2026-10-18 superseded 0.60
score.venture_signal 34.9 derived calc 2026-10-19 superseded 0.60
score.venture_signal 34.8 derived calc 2026-10-20 superseded 0.60
score.venture_signal 34.7 derived calc 2026-10-21 superseded 0.60
score.venture_signal 34.6 derived calc 2026-10-22 superseded 0.60
score.venture_signal 34.5 derived calc 2026-10-23 derived 0.60
website_url https://joinaristotle.com observed artifact ↗ 2026-10-11 normalized 0.90
website_url https://joinaristotle.com observed enrichment 2026-10-11 normalized 0.85
website_url https://joinaristotle.com observed artifact ↗ 2026-10-11 normalized 0.95
website.homepage.has_pricing_link true observed artifact ↗ 2026-10-11 normalized 0.80