current — rebuilt 5m ago
Aristotle is the AI tutor built to teach, not give answers. Used by families at top schools nationwide. observed
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.
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.
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.
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.
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.
↗ Strongest signal: funding_recency (18% of the score).
↓ Scored on 2 of 4 components — adoption, developer had no computable metric.
No single number decides. Layers can disagree — that's the point. New to this? →
The platform's own early signals for this company — hard-to-fake, and where one preceded a real raise, the measured lead.
VentureSignalScore 34.5/100 for aristotle, composed from 2 of 4 components (index v0 cross-signal), discounted ×0.85 for 50% signal coverage
| Component | Weight | Normalized | Contribution |
|---|---|---|---|
| funding_recency | 0.2 | 0.8967 | |
| funding_magnitude | 0.3 | 0.0796 |
funding.round.announced_on 2026-09-16 artifact ↗ funding.round.amount_usd 2026-09-16 artifact ↗ An evidence gap, not proof of falsity: Form D is not always required (foreign offerings, certain exemptions) or may not be filed yet.
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.
A reported round dated 2026-09-16 by its own source.
| Attribute | Value | Kind | Source | Observed | State | Conf. |
|---|---|---|---|---|---|---|
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 |