The situation
Software buying has moved into the answer box. When a founder types “best virtual data room” into Google or asks ChatGPT for a DocSend alternative, they get a finished answer with a short list of citations — and Reddit threads dominate those citations. Whoever wrote the threads wrote the answer.
Papermark, the open-source document-sharing and data-room platform, competes with DocSend and the enterprise VDRs for exactly those questions. So over the past year we seeded the threads the questions resolve to: comparison round-ups, pricing breakdowns, security explainers and honest question threads across r/datarooms, r/sysadmin, r/ExperiencedFounders, r/selfhosted and the DocSend subreddit — 85 posts and 45 comments, live and indexed.
Then we pointed a citation monitor at the money queries. Over three weeks in August, Google’s AI Mode, AI Overviews and ChatGPT cited Reddit 476 times while answering them. 266 of those citations — 56% — point at content we put there. Of the 58 distinct Reddit threads the engines pulled from, 24 are ours.








