The situation
Nobody impulse-buys a $2,000 brain helmet — they research it for weeks. Ask Google or ChatGPT which photobiomodulation device is actually worth it and a finished answer comes back with a short list of citations, and Reddit threads dominate that list. Whoever wrote the threads wrote the answer.
Vielight makes brain photobiomodulation devices, and its buyers’ questions are exactly the ones the engines answer this way: which wavelengths reach brain tissue, irradiance versus total power, how rival helmets are actually built, whether the research holds up. So over the past year we seeded those threads ourselves — 60 posts and 32 comments across r/redlighttherapy, r/Biohackers, r/VielightCommunity and adjacent subreddits, one buying question per thread.
Then we tracked what the engines actually cite. While answering photobiomodulation queries, Google’s AI Mode and AI Overviews, ChatGPT and Perplexity produced 347 Reddit citations. 188 of them — 54% — point at content we put there, and 12 of the 47 Reddit threads cited are ours.







