Data Infra · 02
The only systematic monitor of investment podcasts and video shows: 850,000+ episodes across 605,846 feeds, distilled into company mentions where every row carries the verbatim quote, the resolved ticker, and a timestamped link into the publisher's own audio.
Accurate · Reliable · Source‑backed
What's inside
Verbatim excerpt, resolved ticker and CIK, and a link to the source audio at the second it was said.
Who hosts whom, how often, across years. The pattern no single episode can show.
A weekly screen for small caps being promoted, joined with SEC filings and price. Rules frozen before outcomes.
Vetted authority accounts and long-form interviews, transcribed and ticker-linked, image OCR and video included.
The data, not a description of it
Every mention ships with the fields to verify it without trusting us: the publisher's own URL, the second, and the checks that already ran.
Bargo Verification Layer · Accurate · Reliable · Source‑backed
An episode drops. The AI hears a company being discussed. Here is what happens to that mention before it is allowed to reach you:
The excerpt must be located in the transcript, and the name must resolve to a real security. The AI can only choose from symbols that exist, or decline.
The row links to the publisher's own audio at the second. Nothing in the proof chain passes through Bargo.
Attention series and promotion flags come from preregistered rules joined with filings and price. Flags are locked the moment they fire.
Only then does the mention ship, carrying its receipts: the excerpt, the second, the publisher's URL, the checks. That is the whole promise, across 850,000+ episodes and counting. See the full Verification Layer →
Access
Attention questions with receipts: who is talking, how often, and whether it is organic.
Wire mentions into Claude, Cursor or your own agents, or pull straight into pandas.
Mentions, venue history and promotion flags as clean endpoints, ticker and CIK on every row.
Who runs on it
What executives and promoters actually said, verifiable to the second, before it shows up anywhere else.
Small caps being promoted, flagged weekly with excerpts, timestamps and the EDGAR context: issuance, Form 144s, insider clusters.
Coverage per ticker over years, snapshot-stable, joinable on ticker and CIK, with lookahead caveats documented, not hidden.
Coverage & delivery
| Coverage | 605,846 feeds tracked, 19,138 curated investment shows, 2,636 shows carrying mentions, 93,319 private-company mentions alongside listed names. |
| Latency | New episodes processed within roughly 6 hours of publication. |
| History | 850,000+ episodes archived permanently, including recordings no longer available on the open web. |
| Measured quality | Median 96% word overlap against independently re-transcribed audio; 97.1% of timestamps derived deterministically; full-table identifier checks. Known limitations documented per dataset, up front. |
| Formats | JSON over API, CSV / Parquet snapshots, digest-stamped. |
| Identifiers | Ticker and CIK on every row, for day-one joins with your existing stack. |
| Verification | Every row carries its source and its checks. How the Verification Layer works → |