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Gikl, Inc

Pre-SeedFunding signal
perfectbit.ai/ConsumerSan 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 Information may be incomplete or outdated — verify independently before making decisions.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, 6:10 PM

Insufficient evidenceEvidence-bound analyst verdict
  • •Funding: Raised $500K across 1 funding round. Latest: $500K Pre-seed (Jan 2026). Investors: Y Combinator.
  • •Named backers in indexed sources: Y Combinator.

What would change this read

  • →Open roles appearing would signal burn capacity and growth intent.
  • →Product launches or public engineering activity would evidence execution.

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 Research may be incomplete, outdated, or incorrect.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)

PerfectBit (Gikl, Inc) | Y Combinator Spring 2026 (P26) batch; training data for frontier labs verified correct-by-construction.

Funding

Raised $500K across 1 funding round. Latest: $500K Pre-seed (Jan 2026). Investors: Y Combinator. (High).

Quick read

  • •PerfectBit (Gikl, Inc) | Y Combinator Spring 2026 (P26) batch; training data for frontier labs verified correct-by-construction.
  • •Sector narrative limited in indexed snippets; verify on primary sources (ycombinator.com).

Key signals

Funding

Raised $500K across 1 funding round. Latest: $500K Pre-seed (Jan 2026). Investors: Y Combinator. (High).

Product / news

Limited product/news coverage in corpus (Low).

Evidence summary

Verified facts

  • •PerfectBit (Gikl, Inc) | Y Combinator Spring 2026 (P26) batch; training data for frontier labs verified correct-by-construction.
  • •Sector narrative limited in indexed snippets; verify on primary sources (ycombinator.com).

Recent movers

  • •May 20, 2026 · ycombinator.com — PerfectBit (Gikl, Inc) | Y Combinator
  • •May 20, 2026 · ycombinator.com — PerfectBit (Gikl, Inc) | Y Combinator
  • •Y Combinator

Suggested next steps

  • ▸Run a manual rescrape or add sources before forming a view — the current corpus is too thin.

Funding & hiring signals

funding_articleConfidence: low

PerfectBit (Gikl, Inc) | Y Combinator

Spring 2026 (P26) batch; training data for frontier labs verified correct-by-construction.

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
40Activity 77/100Elevated public activity signal
7D+4 (+11.1%)
30D+4 (+11.1%)
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

  • public_page:customersok
    Last checked Thu, Jul 2, 04:15 PM
  • public_page:pricingok
    Last checked Thu, Jul 2, 04:15 PM
  • public_page:pressok
    Last checked Thu, Jul 2, 04:15 PM
  • public_page:newsok
    Last checked Thu, Jul 2, 04:15 PM
  • public_page:blogok
    Last checked Thu, Jul 2, 04:15 PM
  • public_page:jobsok
    Last checked Thu, Jul 2, 04:15 PM
  • public_page:careersok
    Last checked Thu, Jul 2, 04:15 PM
  • public_page:aboutok
    Last checked Thu, Jul 2, 04:15 PM
  • public_page:homeok
    Last checked Thu, Jul 2, 04:15 PM

Signal timeline

4 dated public signals · newest on the right

Funding
Press
Other
Dec 25, 2025Apr 1, 2026Jul 6, 2026
Funding (1)Press (1)Other (2)

Signal breakdown

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

Public source summary

Total evidence rows
4
Latest evidence
Mon, Jun 29, 03:35 PM

Source types found

funding_articleotherpress

Strongest / recent news-style rows

  • PerfectBit (Gikl, Inc) | Y Combinator

    Wed, May 20, 06:10 PM · confidence 88%high quality

  • Vince Gill

    wikipedia · Mon, Jun 29, 03:35 PM · confidence 50%low quality

  • Girl, Interrupted (film)

    wikipedia · Mon, Jun 29, 03:35 PM · confidence 50%low quality

Public signal timeline

Newest first · 4 event(s)

1
Wed, May 20, 06:10 PM · funding_article · 88% · verified_publichigh qualityPerfectBit (Gikl, Inc) | Y Combinator

Spring 2026 (P26) batch; training data for frontier labs verified correct-by-construction.

Source ↗
2
Mon, Jun 29, 03:35 PM · other · 50% · publiclow qualityVince Gill

Source: wikipedia

Source ↗
3
Mon, Jun 29, 03:35 PM · other · 50% · publiclow qualityGirl, Interrupted (film)

Source: wikipedia

Source ↗
4
Wed, May 20, 06:10 PM · press · 85% · verified_publiclow qualitygikl-ai/scienceswarm

Open-source local-first AI research workspace from Gikl team.

Source ↗

News

2 row(s)

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

other·Mon, Jun 29, 03:35 PM·Confidence 50%low qualitypublic
Vince Gill

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

Open source ↗
other·Mon, Jun 29, 03:35 PM·Confidence 50%low qualitypublic
Girl, Interrupted (film)

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, 06:10 PM·Confidence 88%high qualityverified_public
PerfectBit (Gikl, Inc) | Y Combinator

Spring 2026 (P26) batch; training data for frontier labs verified correct-by-construction.

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

Open source ↗

GitHub

1 row(s)

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

press·Wed, May 20, 06:10 PM·Confidence 85%low qualityverified_public
gikl-ai/scienceswarm

Open-source local-first AI research workspace from Gikl team.

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

Open source ↗

Private workspace

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