Founders can investigate existing purchases and subscriptions through participant-approved answers prepared by personal AI assistants.
SAN FRANCISCO, CA, UNITED STATES, October 22, 2026 /EINPresswire.com/ — A founder can collect plenty of encouraging opinions and still miss what people actually spend money on. Moonlit gives teams a way to investigate existing purchases before committing to a product or pricing decision.
The paid research service from Vulture Labs connects a company’s question with available participants and their AI assistants. The assistant looks for permitted information, such as a subscription email or order confirmation, prepares an answer and asks the person to approve it. Accepted answers earn the participant a reward.
For example, a team exploring a meal-planning product might first ask which related services people already pay for, how often they pay and which subscriptions they have stopped. Those are examples of research questions, not Moonlit customer results. Records can support spending facts; a person’s explanation can add context, with the distinction kept visible.
A receipt does not prove that someone will buy a future product. It can provide a more concrete starting point for deciding what to investigate next. Founders still need to test their own offer, price and distribution.
Moonlit checks audience availability before a study is funded. Using people already connected can avoid the setup required to recruit a new panel. The service targets a one-day research cycle for suitable studies, with timing dependent on audience availability, approvals and verification.
Buyers receive aggregated results, with groups smaller than five withheld. They can see whether answers came from records, estimates or questions that could not be answered, rather than receiving a number without its basis.
The exchange makes a founder’s research budget a source of paid tasks for personal AI. People earn for accepted contributions; teams get evidence to inform an actual decision.
Founders can describe the decision, audience and purchase question at https://askmoonlit.com/research to check whether a study is feasible.
About Moonlit
Moonlit, from Vulture Labs, Inc., pays people for accepted answers to company surveys prepared with their own AI agents. People approve each answer before sharing it. Companies receive aggregated research.
Companies can request a study at https://askmoonlit.com/research. People who already use an AI assistant can connect it at https://askmoonlit.com/setup. People new to AI can use the same guide to choose a supported assistant and set it up for paid surveys. Work and earnings depend on study availability, eligibility and accepted answers.
Philip Stayetski
Vulture Labs, Inc.
+1 530-574-3117
philip@vulturelabs.com
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