Moonlit Pays People to Help Companies Understand What They Buy

Personal AI assistants help prepare research answers from permitted information. People approve the contribution and earn rewards when it is accepted.

SAN FRANCISCO, CA, UNITED STATES, October 22, 2026 /EINPresswire.com/ — A subscription someone keeps, a product they buy again or a service they cancel can help a company understand a market. Moonlit gives people a way to contribute that information to paid research, with their AI handling much of the preparation.

The service from Vulture Labs connects company questions with participants’ own assistants. With the person’s permission, an assistant can look for a relevant receipt or billing email, prepare an answer and show the proposed submission alongside its reward. The person decides whether to share it.

That turns a research request into a possible paying task for an assistant. The participant earns a reward when the answer is accepted. The company receives aggregated evidence that can inform product, pricing or customer research.

Purchase records have a specific role. They can help establish what was bought, when or for how much. They do not reveal every reason behind a decision. Questions about preferences, motives or future intentions need the person’s input or a clearly labeled estimate. Moonlit keeps those distinctions visible.

Buyers do not get participants’ inboxes or contact lists. Results are aggregated, with groups smaller than five withheld. Moonlit may receive limited source details with approved answers and use occasional header checks for verification.

For consumers, the offer combines control and compensation: approve the information that may help a business make a decision, and receive the reward for an accepted contribution. It does not guarantee that a company will act on an answer or that paid studies will always be available.

Participation is for U.S. adults 18 and over. Rewards have a seven-day verification hold; ready balances of at least $20 can be paid through Stripe. People can connect an assistant at https://askmoonlit.com/setup. Companies can check audience availability at https://askmoonlit.com/research.

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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