Companies can check available participants before funding a study, then ask their AI assistants for evidence from real purchases.
SAN FRANCISCO, CA, UNITED STATES, October 22, 2026 /EINPresswire.com/ — When a company has to build and recruit a new research panel, the setup can consume weeks before the first useful answer arrives. Moonlit offers another starting point: check for people already connected, then ask their AI assistants to help answer the research question.
The paid consumer research service from Vulture Labs targets a one-day research cycle for suitable studies. That is a target, not a guaranteed completion time. Audience size, eligibility, question design, participant approval and verification all affect delivery. The comparison is with recruiting a new panel; established research panels can also move quickly.
Moonlit’s first use case is purchase research. A company can ask what people bought, how much they paid or which subscriptions they cancelled. The participant’s assistant looks for relevant records it has permission to use, prepares the answer and asks the person to approve it. Accepted answers earn the person a reward.
Buyers can see the distinction between an answer supported by a record, an estimate and a question the assistant could not answer. That matters when a team needs a basis for a pricing or product decision, rather than an unsupported number delivered quickly.
The service checks audience availability before a buyer funds a study. Results are aggregated, and groups smaller than five are withheld. A receipt can support a purchase fact; reasons, preferences and future intentions still need to be treated as what the person says, not what a receipt proves.
Moonlit’s proposition connects two needs: companies want useful answers sooner, and people want their personal AI to do work that earns them money. Matching available participants to a specific paid question is the first step.
Teams can describe their audience and research question at https://askmoonlit.com/research to check whether Moonlit can support the study.
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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