Companies108 Funding$41.6B Rounds77 ▼1 mo Investors75 Eng roles4338 ● updated moments ago
VIX The Intelligent Venture Terminal beta

askpolly

current — rebuilt moments ago

askpolly

☆ Watch

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

fresh · evidence today 10 sources no confidence data
28.8/100
Venture signal
scored above 36% of pre-seed peers
Outlook Stable
Why this score? ↓

What we have established three decisions, kept apart

  1. 1 Identity verified Yes

    Published in the index on >=2 sourced evidence families, including a funding source that names the company and its round at https://siliconangle.com/2026/09/03/market-research-startup-askpolly-raises-3m-to-transform-social-media-chatter-into-verifiable-insights/. Identity rests on that source, not on the name alone.

  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.

    (a) VENTURE BACKING EVIDENCED: named lead investor(s) ["Differential Ventures","Forum Ventures"] in a reported round, held with its source. (b) STAGE BAND: latest covered event resolves to seed, inside seed..Series A. Latest round resolved by the projection is seed; no unlabelled event (e.g. a later Form D) is held that could supersede it. WHAT THIS VERDICT DOES NOT SAY: that we found the round first, or that the company is raising now. It rests on evidence already held in the index; the source_url is cited for a reader to check.

    Venture backing: evidenced · Stage band: seed — stated by the held funding source (https://siliconangle.com/2026/09/03/market-research-startup-askpolly-raises-3m-to-transform-social-media-chatter-into-verifiable-insights/), announced 2026-09-03

    What would overturn this:

    Assessed 2026-10-24 for seed/Series-A sourcing.

Funding
$3M
2026-09-03
Adoption
no signal
downloads / week
Developer
not scored
momentum / 100
Hiring
no board
eng openings
Commercial
sales-led
homepage

Composite signal v0 55 ±14 · 3 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. 27 signals in the last 60 days back this number.

New infrastructure surfaces

Subdomains appearing in public certificate-transparency logs — infrastructure standing up, dated at detection. Intent labels are deterministic (token map), not guessed.

api.www.join.askpolly.ai product surface 10-22 dev.signup.askpolly.ai 10-22 app.askpolly.ai product surface 10-22 api.hiring.askpolly.ai product surface 10-22 staging.askpolly.ai launch prep 10-22 staging.drinks.askpolly.ai launch prep 10-22 api.askpolly.ai product surface 10-22 dev.askpolly.ai 10-22 staging.www.drinks.askpolly.ai launch prep 10-22 admin.askpolly.ai enterprise surface 10-22 dev.demo.askpolly.ai launch prep 10-22 dev.www.demo.askpolly.ai launch prep 10-22

Traction

Current round

Opportunity & risk

↗ Strongest signal: funding_recency (17% of the score).

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

7 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
29/100
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 24 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 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 28.8/100 for askpolly, composed from 2 of 4 components (emerging formula), discounted ×0.85 for 50% signal coverage

ComponentWeightNormalizedContribution
funding_recency 0.2 0.8485 0.1697
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 207 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
buyer_fit.assessment {"buyer": "seed/Series-A sourcing", "method": "Backlog pass 2026-10-24: applied the record_buyer_fit.ts fit rule to this company's held primary-source financing evidence (funding.round.* / sec.form_d. observed assessment 2026-10-24 normalized 0.90
buyer_fit.status qualified observed assessment 2026-10-24 normalized 0.90
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
identity.verification {"method": "Published in the index on >=2 sourced evidence families, including a funding source that names the company and its round at https://siliconangle.com/2026/09/03/market-research-startup-askp observed assessment 2026-10-24 normalized 0.90
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 superseded 0.90
metric.venture.funding_recency_days 42.1778 derived calc 2026-10-15 superseded 0.90
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metric.venture.funding_recency_days 42.4294 derived calc 2026-10-15 superseded 0.90
metric.venture.funding_recency_days 42.5421 derived calc 2026-10-15 superseded 0.90
metric.venture.funding_recency_days 42.6376 derived calc 2026-10-15 superseded 0.90
metric.venture.funding_recency_days 42.7334 derived calc 2026-10-15 superseded 0.90
metric.venture.funding_recency_days 42.8318 derived calc 2026-10-15 superseded 0.90
metric.venture.funding_recency_days 42.9278 derived calc 2026-10-15 superseded 0.90
metric.venture.funding_recency_days 43.026 derived calc 2026-10-16 superseded 0.90
metric.venture.funding_recency_days 43.1222 derived calc 2026-10-16 superseded 0.90
metric.venture.funding_recency_days 43.2186 derived calc 2026-10-16 superseded 0.90
metric.venture.funding_recency_days 43.3176 derived calc 2026-10-16 superseded 0.90
metric.venture.funding_recency_days 43.4146 derived calc 2026-10-16 superseded 0.90
metric.venture.funding_recency_days 43.5132 derived calc 2026-10-16 superseded 0.90
metric.venture.funding_recency_days 45.5349 derived calc 2026-10-18 superseded 0.90
metric.venture.funding_recency_days 45.6321 derived calc 2026-10-18 superseded 0.90
metric.venture.funding_recency_days 45.7292 derived calc 2026-10-18 superseded 0.90
metric.venture.funding_recency_days 46.1189 derived calc 2026-10-19 superseded 0.90
metric.venture.funding_recency_days 46.2157 derived calc 2026-10-19 superseded 0.90
metric.venture.funding_recency_days 46.3236 derived calc 2026-10-19 superseded 0.90
metric.venture.funding_recency_days 46.4205 derived calc 2026-10-19 superseded 0.90
metric.venture.funding_recency_days 46.5358 derived calc 2026-10-19 superseded 0.90
metric.venture.funding_recency_days 46.6327 derived calc 2026-10-19 superseded 0.90
metric.venture.funding_recency_days 46.7297 derived calc 2026-10-19 superseded 0.90
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metric.venture.funding_recency_days 47.0226 derived calc 2026-10-20 superseded 0.90
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metric.venture.funding_recency_days 48.0227 derived calc 2026-10-21 superseded 0.90
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metric.venture.funding_recency_days 48.1848 derived calc 2026-10-21 superseded 0.90
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metric.venture.funding_recency_days 48.6559 derived calc 2026-10-21 superseded 0.90
metric.venture.funding_recency_days 48.7553 derived calc 2026-10-21 superseded 0.90
metric.venture.funding_recency_days 48.8542 derived calc 2026-10-21 superseded 0.90
metric.venture.funding_recency_days 48.9532 derived calc 2026-10-21 superseded 0.90
metric.venture.funding_recency_days 49.0603 derived calc 2026-10-22 superseded 0.90
metric.venture.funding_recency_days 49.1594 derived calc 2026-10-22 superseded 0.90
metric.venture.funding_recency_days 49.2609 derived calc 2026-10-22 superseded 0.90
metric.venture.funding_recency_days 49.3601 derived calc 2026-10-22 superseded 0.90
metric.venture.funding_recency_days 49.4594 derived calc 2026-10-22 superseded 0.90
metric.venture.funding_recency_days 49.5761 derived calc 2026-10-22 superseded 0.90
metric.venture.funding_recency_days 49.6757 derived calc 2026-10-22 superseded 0.90
metric.venture.funding_recency_days 49.779 derived calc 2026-10-22 superseded 0.90
metric.venture.funding_recency_days 49.8787 derived calc 2026-10-22 superseded 0.90
metric.venture.funding_recency_days 49.9784 derived calc 2026-10-22 superseded 0.90
metric.venture.funding_recency_days 50.0785 derived calc 2026-10-23 superseded 0.90
metric.venture.funding_recency_days 50.1784 derived calc 2026-10-23 superseded 0.90
metric.venture.funding_recency_days 50.2787 derived calc 2026-10-23 superseded 0.90
metric.venture.funding_recency_days 50.398 derived calc 2026-10-23 superseded 0.90
metric.venture.funding_recency_days 50.4992 derived calc 2026-10-23 superseded 0.90
metric.venture.funding_recency_days 50.6046 derived calc 2026-10-23 superseded 0.90
metric.venture.funding_recency_days 50.7049 derived calc 2026-10-23 superseded 0.90
metric.venture.funding_recency_days 50.8389 derived calc 2026-10-23 superseded 0.90
metric.venture.funding_recency_days 50.9052 derived calc 2026-10-23 superseded 0.90
metric.venture.funding_recency_days 51.0058 derived calc 2026-10-24 superseded 0.90
metric.venture.funding_recency_days 51.0956 derived calc 2026-10-24 superseded 0.90
metric.venture.funding_recency_days 51.1276 derived calc 2026-10-24 superseded 0.90
metric.venture.funding_recency_days 51.1965 derived calc 2026-10-24 superseded 0.90
metric.venture.funding_recency_days 51.2907 derived calc 2026-10-24 superseded 0.90
metric.venture.funding_recency_days 51.4748 derived calc 2026-10-24 superseded 0.90
metric.venture.funding_recency_days 51.5863 derived calc 2026-10-24 superseded 0.90
metric.venture.funding_recency_days 51.6873 derived calc 2026-10-24 superseded 0.90
metric.venture.funding_recency_days 51.7885 derived calc 2026-10-24 superseded 0.90
metric.venture.funding_recency_days 51.8896 derived calc 2026-10-24 superseded 0.90
metric.venture.funding_recency_days 51.9911 derived calc 2026-10-24 superseded 0.90
metric.venture.funding_recency_days 52.0923 derived calc 2026-10-25 superseded 0.90
metric.venture.funding_recency_days 52.1935 derived calc 2026-10-25 superseded 0.90
metric.venture.funding_recency_days 52.2954 derived calc 2026-10-25 superseded 0.90
metric.venture.funding_recency_days 52.3967 derived calc 2026-10-25 superseded 0.90
metric.venture.funding_recency_days 52.4996 derived calc 2026-10-25 superseded 0.90
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metric.venture.funding_recency_days 52.7042 derived calc 2026-10-25 superseded 0.90
metric.venture.funding_recency_days 52.8059 derived calc 2026-10-25 superseded 0.90
metric.venture.funding_recency_days 52.9076 derived calc 2026-10-25 superseded 0.90
metric.venture.funding_recency_days 53.0099 derived calc 2026-10-26 superseded 0.90
metric.venture.funding_recency_days 53.1119 derived calc 2026-10-26 superseded 0.90
metric.venture.funding_recency_days 53.2139 derived calc 2026-10-26 superseded 0.90
metric.venture.funding_recency_days 53.3161 derived calc 2026-10-26 superseded 0.90
metric.venture.funding_recency_days 53.4181 derived calc 2026-10-26 superseded 0.90
metric.venture.funding_recency_days 53.5304 derived calc 2026-10-26 superseded 0.90
metric.venture.funding_recency_days 53.6328 derived calc 2026-10-26 superseded 0.90
metric.venture.funding_recency_days 53.7353 derived calc 2026-10-26 superseded 0.90
metric.venture.funding_recency_days 53.8381 derived calc 2026-10-26 superseded 0.90
metric.venture.funding_recency_days 53.9407 derived calc 2026-10-26 superseded 0.90
metric.venture.funding_recency_days 54.0433 derived calc 2026-10-27 superseded 0.90
metric.venture.funding_recency_days 54.1458 derived calc 2026-10-27 superseded 0.90
metric.venture.funding_recency_days 54.2485 derived calc 2026-10-27 superseded 0.90
metric.venture.funding_recency_days 54.353 derived calc 2026-10-27 superseded 0.90
metric.venture.funding_recency_days 54.4557 derived calc 2026-10-27 superseded 0.90
metric.venture.funding_recency_days 54.5661 derived calc 2026-10-27 superseded 0.90
metric.venture.funding_recency_days 54.6691 derived calc 2026-10-27 superseded 0.90
metric.venture.funding_recency_days 54.7723 derived calc 2026-10-27 superseded 0.90
metric.venture.funding_recency_days 54.8753 derived calc 2026-10-27 superseded 0.90
metric.venture.funding_recency_days 54.9784 derived calc 2026-10-27 superseded 0.90
metric.venture.funding_recency_days 55.0816 derived calc 2026-10-28 superseded 0.90
metric.venture.funding_recency_days 55.1847 derived calc 2026-10-28 superseded 0.90
metric.venture.funding_recency_days 55.2881 derived calc 2026-10-28 superseded 0.90
metric.venture.funding_recency_days 55.3914 derived calc 2026-10-28 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 superseded 0.60
score.venture_signal 30 derived calc 2026-10-15 superseded 0.60
score.venture_signal 29.9 derived calc 2026-10-16 superseded 0.60
score.venture_signal 29.8 derived calc 2026-10-18 superseded 0.60
score.venture_signal 29.7 derived calc 2026-10-18 superseded 0.60
score.venture_signal 29.6 derived calc 2026-10-19 superseded 0.60
score.venture_signal 29.5 derived calc 2026-10-21 superseded 0.60
score.venture_signal 29.4 derived calc 2026-10-21 superseded 0.60
score.venture_signal 29.3 derived calc 2026-10-22 superseded 0.60
score.venture_signal 29.2 derived calc 2026-10-24 superseded 0.60
score.venture_signal 29.1 derived calc 2026-10-25 superseded 0.60
score.venture_signal 29 derived calc 2026-10-26 superseded 0.60
score.venture_signal 28.9 derived calc 2026-10-27 superseded 0.60
score.venture_signal 28.8 derived calc 2026-10-28 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