Companies104 Funding$41.8B Rounds76 ▼1 mo Investors69 Eng roles4177 ● data fresh
VIX The Intelligent Venture Terminal beta

askpolly

fresh

askpolly

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Discover askpolly: the full-stack AI platform for fast, statistically valid market insights from social media and online conversations. observed

fresh · evidence 9d ago 9 sources no confidence data
30.1/100
Venture signal
scored above 39% of pre-seed peers
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 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 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
$3M
2026-09-03
Adoption
no signal
downloads / week
Developer
not scored
momentum / 100
Hiring
no board
eng openings
Commercial
sales-led
homepage

Traction

Current round

Opportunity & risk

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

↓ Scored on 1 of 3 components — adoption, developer had no computable metric.

6 independent sources 0 promoted signals inspect the evidence →

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

8 claims on record 0 verified 0 contradicted 8 still unproven

Unproven ≠ false — it means the deadline or the evidence hasn't arrived. 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
30/100
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 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 stale
Timeline 1 events ▾
  1. 2026-09-03 seed · $3M · Led by Differential Ventures

Evidence & scoring

Why this score? none_required ▾

VentureSignalScore 30.1/100 for askpolly, composed from 2 of 4 components (emerging formula), discounted ×0.85 for 50% signal coverage

ComponentWeightNormalizedContribution
funding_recency 0.2 0.8866 0.1773
funding_magnitude 0.3 0 0

Evidence this score rests on

Narrative vs. reality No SEC filing found for this round

Reported narrative · Tier 2
$3M seed
announced 2026-09-03 · 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
2026-09-03
Money moved on or after
2026-09-03
Total reported by
not established
Basis
reported round

A reported round dated 2026-09-03 by its own source.

Raw observations 86 records ▾
AttributeValueKindSourceObservedStateConf.
ai.document.claims {"claims": [{"claim": "askpolly is an AI-powered market research platform.", "quote": "askpolly: AI-Powered Market Research Platform", "topic": "Platform description", "section": 0, "confidence": 1}, observed artifact ↗ 2026-10-01 promoted 0.50
common_name askpolly observed artifact ↗ 2026-09-28 normalized 0.90
common_name askpolly observed artifact ↗ 2026-09-30 normalized 0.60
community.hn.max_points 472 observed artifact ↗ 2026-09-30 superseded 0.20
community.hn.max_points 0 observed artifact ↗ 2026-10-08 normalized 0.20
community.hn.mentions 48 observed artifact ↗ 2026-09-30 superseded 0.20
community.hn.mentions 0 observed artifact ↗ 2026-10-08 normalized 0.20
community.hn.rumors [] observed artifact ↗ 2026-09-30 normalized 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=16088869", "title": "Why Am I So Lazy?", "points": 472, "created_at": "2018-01-07"} observed artifact ↗ 2018-01-07 superseded 0.20
community.hn.top_story {} observed artifact ↗ 2026-10-08 normalized 0.20
description Discover askpolly: the full-stack AI platform for fast, statistically valid market insights from social media and online conversations. observed artifact ↗ 2026-09-30 normalized 0.70
domain www.askpolly.ai observed artifact ↗ 2026-09-30 normalized 0.95
funding.round.amount_usd 3000000 observed artifact ↗ 2026-09-03 normalized 0.90
funding.round.announced_on 2026-09-03 observed artifact ↗ 2026-09-03 normalized 0.90
funding.round.lead_investors ["Differential Ventures", "Forum Ventures"] observed artifact ↗ 2026-09-03 normalized 0.90
funding.round.source_url https://siliconangle.com/2026/09/03/market-research-startup-askpolly-raises-3m-to-transform-social-media-chatter-into-verifiable-insights/ observed artifact ↗ 2026-09-03 normalized 0.90
funding.round.stage seed observed artifact ↗ 2026-09-03 normalized 0.90
gate.accumulation {"outcome": "document_created", "obs_count": 15, "source_id": "01M3TFGTZAQY6WE7103S80YJQ0", "trigger_path": "accumulation_gate", "collector_count": 3, "artifact_collector": "website_collector"} observed artifact ↗ 2026-10-01 normalized 0.60
metric.venture.funding_amount_usd 3000000 derived calc 2026-09-28 derived 0.90
metric.venture.funding_recency_days 25.9753 derived calc 2026-09-28 superseded 0.90
metric.venture.funding_recency_days 27.653 derived calc 2026-09-30 superseded 0.90
metric.venture.funding_recency_days 27.7412 derived calc 2026-09-30 superseded 0.90
metric.venture.funding_recency_days 27.9979 derived calc 2026-09-30 superseded 0.90
metric.venture.funding_recency_days 28.0223 derived calc 2026-10-01 superseded 0.90
metric.venture.funding_recency_days 28.0703 derived calc 2026-10-01 superseded 0.90
metric.venture.funding_recency_days 28.3674 derived calc 2026-10-01 superseded 0.90
metric.venture.funding_recency_days 28.3827 derived calc 2026-10-01 superseded 0.90
metric.venture.funding_recency_days 28.5086 derived calc 2026-10-01 superseded 0.90
metric.venture.funding_recency_days 28.6449 derived calc 2026-10-01 superseded 0.90
metric.venture.funding_recency_days 28.745 derived calc 2026-10-01 superseded 0.90
metric.venture.funding_recency_days 35.8891 derived calc 2026-10-08 superseded 0.90
metric.venture.funding_recency_days 36.4114 derived calc 2026-10-09 superseded 0.90
metric.venture.funding_recency_days 36.885 derived calc 2026-10-09 superseded 0.90
metric.venture.funding_recency_days 36.972 derived calc 2026-10-09 superseded 0.90
metric.venture.funding_recency_days 37.0588 derived calc 2026-10-10 superseded 0.90
metric.venture.funding_recency_days 37.1471 derived calc 2026-10-10 superseded 0.90
metric.venture.funding_recency_days 37.2343 derived calc 2026-10-10 superseded 0.90
metric.venture.funding_recency_days 37.3328 derived calc 2026-10-10 superseded 0.90
metric.venture.funding_recency_days 37.4394 derived calc 2026-10-10 superseded 0.90
metric.venture.funding_recency_days 37.5369 derived calc 2026-10-10 superseded 0.90
metric.venture.funding_recency_days 37.6243 derived calc 2026-10-10 superseded 0.90
metric.venture.funding_recency_days 37.7117 derived calc 2026-10-10 superseded 0.90
metric.venture.funding_recency_days 37.8005 derived calc 2026-10-10 superseded 0.90
metric.venture.funding_recency_days 37.8548 derived calc 2026-10-10 superseded 0.90
metric.venture.funding_recency_days 37.9426 derived calc 2026-10-10 superseded 0.90
metric.venture.funding_recency_days 38.0425 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 38.1081 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 38.1086 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 38.1611 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 38.4403 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 38.5302 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 38.6195 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 38.7089 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 38.7992 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 38.8909 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 38.9805 derived calc 2026-10-11 superseded 0.90
metric.venture.funding_recency_days 39.0402 derived calc 2026-10-12 superseded 0.90
metric.venture.funding_recency_days 39.1582 derived calc 2026-10-12 superseded 0.90
metric.venture.funding_recency_days 40.0628 derived calc 2026-10-13 superseded 0.90
metric.venture.funding_recency_days 40.1162 derived calc 2026-10-13 superseded 0.90
metric.venture.funding_recency_days 40.2062 derived calc 2026-10-13 superseded 0.90
metric.venture.funding_recency_days 40.2962 derived calc 2026-10-13 superseded 0.90
metric.venture.funding_recency_days 41.3096 derived calc 2026-10-14 superseded 0.90
metric.venture.funding_recency_days 41.3999 derived calc 2026-10-14 superseded 0.90
metric.venture.funding_recency_days 41.4931 derived calc 2026-10-14 superseded 0.90
metric.venture.funding_recency_days 41.6023 derived calc 2026-10-14 superseded 0.90
metric.venture.funding_recency_days 41.6973 derived calc 2026-10-14 superseded 0.90
metric.venture.funding_recency_days 41.7948 derived calc 2026-10-14 superseded 0.90
metric.venture.funding_recency_days 41.8899 derived calc 2026-10-14 superseded 0.90
metric.venture.funding_recency_days 41.9852 derived calc 2026-10-14 superseded 0.90
metric.venture.funding_recency_days 42.0823 derived calc 2026-10-15 derived 0.90
score.venture_signal 31.6 derived calc 2026-09-28 superseded 0.60
score.venture_signal 31.4 derived calc 2026-09-30 superseded 0.60
score.venture_signal 31.3 derived calc 2026-10-01 superseded 0.60
score.venture_signal 30.7 derived calc 2026-10-08 superseded 0.60
score.venture_signal 30.6 derived calc 2026-10-09 superseded 0.60
score.venture_signal 30.5 derived calc 2026-10-10 superseded 0.60
score.venture_signal 30.4 derived calc 2026-10-11 superseded 0.60
score.venture_signal 30.3 derived calc 2026-10-13 superseded 0.60
score.venture_signal 30.2 derived calc 2026-10-13 superseded 0.60
score.venture_signal 30.1 derived calc 2026-10-14 derived 0.60
sector emerging derived calc 2026-10-01 normalized 0.50
source.document.reference {"kind": "document", "title": "askpolly: AI-Powered Market Research Platform - askpolly", "source_id": "01M3TFGTZAQY6WE7103S80YJQ0", "extract_ref": "artifact:sha256:426e831f7cc8e8fd1ccc4b923a73d8d70fc observed artifact ↗ 2026-10-01 normalized 0.95
website_url https://www.askpolly.ai observed enrichment 2026-09-30 normalized 0.75
website_url https://www.askpolly.ai observed artifact ↗ 2026-09-30 normalized 0.95
website.homepage.has_pricing_link false observed artifact ↗ 2026-09-30 normalized 0.80