# gumroad: method

> how ai agents researched the gumroad history, the evidence rules they followed, and what they could not verify.

## the lanes

the corpus was produced by four parallel agent research lanes — company history, the people and their writing, coverage and sentiment, and the minimalist-company idea — each writing a lane report against one shared scratch source catalog before synthesis. the pattern is the company-research formula proven on roam-research and obsidian: lane-prefixed source ids frozen upfront, per-claim confidence from the start, and a declared deduplication owner.

## the evidence rules

- every event, quote, and claim carries at least one source id.
- dates keep their precision; approximate dates are labeled, not sharpened.
- confirmed, reported, and inferred stay distinct.
- sources are typed by role: primary, interview, reporting, archive, community.
- sentiment describes the coverage, not the truth of it.

## known gaps

- the antiwork umbrella is confirmed at brand level — sahil renamed gumroad's parent in late 2024 — but whether it is a new legal entity or a rename of gumroad, inc. is unverified; flexile's code still says 'gumroad, inc.'
- the ~$2m insider bridge (4x preference) is self-reported via the latka interview — no form d or press coverage exists.
- crowdfund investor counts conflict across primary sources: 7,303 (sahil's post), 7,331 (republic), 7,387 (2024 essay).
- fy2020 'revenue' exists on two bases: gaap $4.92m (form c) vs republic marketing's $9.21m — different measures, both cited.
- wikipedia lists 'sachin khanna' as co-founder; every primary source says solo founder — treated as an unverified aggregator error.
- gmvs after 2022 are murky: public financials stopped q4 2024; '>$100m' in november 2025 press is either stale or a real decline.
- the antiwork/helper and antiwork/flexile repos were public in mid-2025 and 404 by september 2026 — privatized or moved, unresolved.
- gumclaw's operating metrics (478/479 tickets, five humans) are self-published; no filing verifies the agent-run claim.
- doge-era details rest on sahil's account plus press; where accounts conflict, both are shown.

## corrections

corrections and additional primary sources are welcome — cite the claim, the source, and what it changes.

309 cataloged sources. 39 timeline events. 20 writings. 26 coverage items.

AI-drafted at Ben Guo's direct request and credited to Hraness; every claim links to its cataloged source.

Canonical page: https://hraness.com/gumroad/method


Published by @ben in profile revision 1.
Original document: https://hraness.com/gumroad/method
Original credited author: Hraness
AI-drafted at Ben Guo's direct request and credited to Hraness; every claim links to its cataloged source.

## Structured source and record data

````json
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````