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Pre-SeedFunding signal
www.usepanels.com/B2BSan Francisco, CA, USA
Market index

Market data is refreshed once per day from public sources. Information may be incomplete or outdated — verify independently before making decisions. This is not investment advice.

Investor read

Evidence-bound summary — expand sections for movement, risks, and signals.

Memo snapshot · May 20, 2026, 6:28 PM

Worth a meetingEvidence-bound analyst verdict
  • •Funding: Raised $500K across 1 funding round. Latest: $500K Pre-seed (Jan 2025). Investors: Y Combinator.
  • •Named backers in indexed sources: Y Combinator.
  • •Product/news: 1 product/news‑styled row(s); headline risk without filings

What would change this read

  • →Open roles appearing would signal burn capacity and growth intent.

DealFlow OS uses public web data and automated enrichment. Research may be incomplete, outdated, or incorrect. Verify important information before making investment or outreach decisions.

TL;DR

Seed (YC)

Panels — High Quality Audio Data Custom audio datasets for speech model training and evaluation.

Funding

Raised $500K across 1 funding round. Latest: $500K Pre-seed (Jan 2025). Investors: Y Combinator. (High).

Quick read

  • •Panels — High Quality Audio Data Custom audio datasets for speech model training and evaluation.
  • •Reported angle: Panels Data Offerings

Key signals

Funding

Raised $500K across 1 funding round. Latest: $500K Pre-seed (Jan 2025). Investors: Y Combinator. (High).

Product / news

1 product/news‑styled row(s); headline risk without filings (High).

Evidence summary

Verified facts

  • •Panels — High Quality Audio Data Custom audio datasets for speech model training and evaluation.
  • •Reported angle: Panels Data Offerings

Recent movers

  • •May 20, 2026 · ycombinator.com — Panels | Y Combinator
  • •May 20, 2026 · usepanels.com — Panels Data Offerings
  • •May 20, 2026 · ycombinator.com — Panels | Y Combinator
  • •May 20, 2026 · usepanels.com — Panels Data Offerings
  • •Y Combinator

Suggested next steps

  • ▸Open a founder conversation this month; validate traction claims against the indexed evidence.
  • ▸Add to the active watchlist so new signals trigger alerts.

Funding & hiring signals

funding_articleConfidence: low

Panels | Y Combinator

YC Summer 2025 batch; high-quality audio datasets for AI labs.

Affected score: noObserved: May 20, 2026

Weak funding evidence: mention does not include a parsed raise amount/round and may refer to non-funding context.

Open roles (indexed)

No open roles indexed yet.

Public index
54Activity 97/100Strong public activity signal
7D-1 (-1.8%)
30D+12 (+28.6%)
Needs Review

The index price and activity score are algorithmic estimates based on observed public company-level signals. They may be incomplete, stale, or inaccurate and are not investment, legal, tax, or business advice.

Source health

  • githubok
    Last checked Sun, Jun 28, 11:57 PM
  • socialok
    Last checked Sun, Jun 28, 11:57 PM

    Panels:reddit_credentials_not_configured

  • public_market_enrichmentok
    Last checked Mon, May 11, 05:11 AM
  • public_page:_ok
    Last checked Mon, May 11, 05:11 AM
  • public_page:homeok
    Last checked Mon, May 11, 05:11 AM

Signal timeline

11 dated public signals · newest on the right

Funding
Code
Press
Social
Other
Dec 10, 2024Sep 30, 2025Jul 20, 2026
Funding (1)Code (5)Press (1)Social (1)Other (3)

Signal breakdown

Latest momentum signal per category. Expand a card to inspect raw payloads.

Public source summary

Total evidence rows
11
Latest evidence
Sun, Jun 28, 11:57 PM

Source types found

company_sitefunding_articlegithubotherpresssocial

Strongest / recent news-style rows

  • Panels | Y Combinator

    Wed, May 20, 06:28 PM · confidence 88%high quality

  • Panels Data Offerings

    Wed, May 20, 06:28 PM · confidence 85%high quality

  • Panel show

    wikipedia · Sun, Jun 28, 11:57 PM · confidence 50%low quality

Public signal timeline

Newest first · 11 event(s)

1
Wed, May 20, 06:28 PM · company_site · 85% · verified_publichigh qualityPanels — High Quality Audio Data

Custom audio datasets for speech model training and evaluation.

Source ↗
2
Wed, May 20, 06:28 PM · funding_article · 88% · verified_publichigh qualityPanels | Y Combinator

YC Summer 2025 batch; high-quality audio datasets for AI labs.

Source ↗
3
Wed, May 20, 06:28 PM · press · 85% · verified_publichigh qualityPanels Data Offerings

Dataset types including speaker-separated, scripted, and turn-taking evaluation audio.

Source ↗
4
Sun, Jun 28, 11:57 PM · github · 55% · publicmedium qualityreact-native-resizable-panels

Source: npm_registry

Resizable panels for React Native

Source ↗
5
Sun, Jun 28, 11:57 PM · github · 55% · publicmedium qualityreact-resizable-panels

Source: npm_registry

<img src="https://react-resizable-panels.vercel.app/og.png" alt="react-resizable-panels logo" width="400" height="210" />

Source ↗
6
Sun, Jun 28, 11:57 PM · github · 55% · publicmedium quality@osjs/panels

Source: npm_registry

OS.js Panels

Source ↗
7
Sun, Jun 28, 11:57 PM · github · 55% · publicmedium qualityreact-desktop-panels

Source: npm_registry

desktop panels with react

Source ↗
8
Sun, Jun 28, 11:57 PM · github · 55% · publicmedium qualitypanels

Source: npm_registry

Panels by UXtemple

Source ↗
9
Sun, Jun 28, 11:57 PM · social · 56% · publicmedium quality3.4M Solar Panels

Source: hackernews

Source ↗
10
Sun, Jun 28, 11:57 PM · other · 50% · publiclow qualityPanel show

Source: wikipedia

Source ↗
11
Sun, Jun 28, 11:57 PM · other · 50% · publiclow qualityPanel

Source: wikipedia

Source ↗

Official / company site

1 row(s)

The company's own site — the authoritative description of what they sell and to whom. Marketing-controlled, so treat claims as positioning rather than verified traction.

company_site·Wed, May 20, 06:28 PM·Confidence 85%high qualityverified_public
Panels — High Quality Audio Data

Custom audio datasets for speech model training and evaluation.

Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.

Open source ↗

News

3 row(s)

Third-party press coverage. Independent reporting corroborates company claims; repeated coverage across outlets is a momentum signal.

press·Wed, May 20, 06:28 PM·Confidence 85%high qualityverified_public
Panels Data Offerings

Dataset types including speaker-separated, scripted, and turn-taking evaluation audio.

Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.

Open source ↗
other·Sun, Jun 28, 11:57 PM·Confidence 50%low qualitypublic
Panel show

Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.

Open source ↗
other·Sun, Jun 28, 11:57 PM·Confidence 50%low qualitypublic
Panel

Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.

Open source ↗

Funding / news

1 row(s)

Funding announcements and investor-database records. The strongest public signal of capitalization: round, amount, and syndicate quality when disclosed.

funding_article·Wed, May 20, 06:28 PM·Confidence 88%high qualityverified_public
Panels | Y Combinator

YC Summer 2025 batch; high-quality audio datasets for AI labs.

Why it matters: Funding signal — Pre-Seed per this source; verify against the linked original before relying on it.

Open source ↗

GitHub

5 row(s)

Public engineering activity. Sustained commits, releases, and stars indicate real product development and, for dev tools, developer adoption.

github·Sun, Jun 28, 11:57 PM·Confidence 55%medium qualitypublic
react-native-resizable-panels

Resizable panels for React Native

Why it matters: Engineering signal — public repo activity evidences active development and possible developer adoption.

Open source ↗
github·Sun, Jun 28, 11:57 PM·Confidence 55%medium qualitypublic
react-resizable-panels

<img src="https://react-resizable-panels.vercel.app/og.png" alt="react-resizable-panels logo" width="400" height="210" />

Why it matters: Engineering signal — public repo activity evidences active development and possible developer adoption.

Open source ↗
github·Sun, Jun 28, 11:57 PM·Confidence 55%medium qualitypublic
@osjs/panels

OS.js Panels

Why it matters: Engineering signal — public repo activity evidences active development and possible developer adoption.

Open source ↗
github·Sun, Jun 28, 11:57 PM·Confidence 55%medium qualitypublic
react-desktop-panels

desktop panels with react

Why it matters: Engineering signal — public repo activity evidences active development and possible developer adoption.

Open source ↗
github·Sun, Jun 28, 11:57 PM·Confidence 55%medium qualitypublic
panels

Panels by UXtemple

Why it matters: Engineering signal — public repo activity evidences active development and possible developer adoption.

Open source ↗

Social

1 row(s)

Social presence and mentions. A soft signal — useful for gauging attention and launch reception, not a substitute for verified traction.

social·Sun, Jun 28, 11:57 PM·Confidence 56%medium qualitypublic
3.4M Solar Panels

Why it matters: Attention signal — social mention or presence; soft signal of market interest.

Open source ↗

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