WeSearch

I built a free stock research tool for beginners using SEC data and AI

Mr. Guy Invests· ·1 min read · 0 reactions · 0 comments · 30 views
#finance#technology#investing
I built a free stock research tool for beginners using SEC data and AI
TL;DR · WeSearch summary

A new stock research tool has been developed for beginners, utilizing SEC data and AI. This tool allows users to track purchases made by hedge funds and insiders before they become public knowledge. It is based on public SEC filings and is intended for informational and educational purposes only.

Key facts
About this source

Hacker News (AI / LLM) files mainly under ai. We currently carry 2,724 of its stories.

Original article
Mr. Guy Invests · Mr. Guy Invests
Read full at Mr. Guy Invests →
Story provenance
Source · retrieval · rights · ranking — open for full record
inspect →

Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.

Record

Original publisherMr. Guy Invests
Canonical URLhttps://www.mrguyinvests.com
Publication timeWed, 27 May 2026 04:15:42 +0000
Retrieval time2026-05-27T04:27:56.778Z
Last seen2026-05-27T04:27:56.778Z
Headline sourcePublisher (no WeSearch rewrite)
Excerpt sourcepublisher body
Excerpt methodFirst ~120 words (~800 chars) of extracted publisher body, fair-use limited.
SummaryWeSearch · cerebras-chat (WeSearch summarizer)
Summary source textcontentText
Citation coverageSummary is a WeSearch-generated derivative; primary citation is the original publisher URL.
ClusterJIBVg9gJn1_r
Cluster logicGrouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison.
Ranking reasonStory pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking.
Publisher visitYes — open original
Substitutes article?No — link-out required for full text

Rights status (four layers)

Publisher-declared
No publisher-confirmed rights record for this source yet.
Machine-readable
No source-specific machine-readable restriction detected beyond the public feed.
WeSearch interpretation
WeSearch declared handling (basis: Derived from the published RSS/Atom feed). This is WeSearch policy, not a legal grant on the publisher's behalf.
Unknown
Retrieval and training permissions are not asserted unless the publisher confirms them.

WeSearch handling by dimension

Indexing May the item be indexed (stored, ranked, made findable)? Allowed
Snippet May a short excerpt of the publisher's text be shown? Allowed
AI summary May WeSearch generate its own short summary of the article? Limited
Retrieval / RAG May the content be exposed for third-party retrieval-augmented generation? Not asserted
Model training May the content be used to train AI models? Not asserted
Commercial reuse May the content be reused commercially? Not permitted

Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.

Opening excerpt (first ~120 words) tap to expand

Smart Money TrackerKnow what hedge funds and insiders are quietly buying before it hits the news. All sourced from public SEC filings (Form 13F & Form 4) — the same data professionals pay thousands for.For informational and educational purposes only. Not financial advice. Always consult a qualified professional before investing.

Excerpt limited to ~120 words for fair-use compliance. The full article is at Mr. Guy Invests.

Anonymous · no account needed
Share 𝕏 Facebook Reddit LinkedIn Threads WhatsApp Bluesky Mastodon Email

Discussion

0 comments

More from Mr. Guy Invests