I'm preparing a small, AI-assisted workbook that may be sold later. This is voluntary, unpaid commercial research, not academic research or a sales offer. Critical answers, no current problem and zero willingness to pay are useful. No incentives or promised earnings. Approximately 6–10 minutes (estimate, not yet timed); respond once.Skip non-screening questions or leave before submitting. Do not share client details, names, business identifiers, exact job records or income. Answers inform this project; only de-identified summaries will be retained. Tally privacy policy: https://tally.so/help/privacy-policy . An optional email is initially linked to your response: that response is not anonymous. Contact details will be separated from analysis and used only for separately approved feedback contact. Researcher-controlled contact records and identifiable originals will be deleted within 30 days after recruitment closes. Tally may retain deleted data in backups for up to 90 days; this is distinct from our deletion deadline. Without an identifier we may be unable to locate a response for withdrawal.Researcher: Independent Business Tools Research. Research/privacy contact: jaymiller521@gmail.com. Corrected closing deadline: Wednesday, November 4, 2026 at 2:02 PM PST (UTC-08:00; America/Los_Angeles). The cutoff is based on the original Reddit recruitment post's creation timestamp plus exactly 168 elapsed hours; editing or reopening will not reset it. Survey availability was interrupted after the original Reddit post, so this campaign has not offered seven uninterrupted days of survey access. Recruitment is resuming following an interruption in survey access.