We are conducting a paid survey with travel professionals and experienced travelers. The goal is to collect real-world trip planning and travel advisory scenarios that will help train AI models to handle complex travel situations.
The research objective is to help AI understand real travel situations, including visa requirements, logistical constraints, and the hidden details that can derail an entire trip if missed.
🔧 Tool use is required — This survey exclusively accepts scenarios where a helpful AI assistant would actively use tools. Submissions describing purely conversational scenarios (no tools) will be rejected.
👤 Who can participate
• Licensed or experienced travel agents and consultants
• Tour operators and destination specialists
• Frequent international travelers with complex trip experience
• Expats and long-term travelers who have navigated visa, logistics, or safety challenges
• Corporate travel managers
• Travel bloggers or content creators with documented experience
✅ Validation Process
Automatically rejected: Generic responses, use of AI, inconsistent destination or travel context, made-up cases without real travel knowledge.
The use of AI is not permitted. Generic or superficial responses will be rejected. Your story must reflect real travel expertise and knowledge of how trip planning and logistics actually work.
Required for success: tool use in your submission's case resolution (itineraries, booking confirmations, visa requirement pages, flight searches, hotel listings, maps, travel insurance documents, etc.) that corroborate the scenario described. Submissions accompanied by real evidence are significantly more likely to be approved.
Approval criteria: Coherent fields and story, real destination-specific travel detail, at least 3–4 concrete constraints (dates, budget, group composition, visa requirements, mobility), and a clear hidden fact that changes the itinerary or recommendation.
💰 Compensation: $15 USD per approved submission.
⏱️ Expected time: ~40 minutes per submission.
🔢 Maximum number of responses: Up to 5 valid and varied submissions per participant. Each submission must describe a different case. Submit promptly — slots fill quickly.
Remember: The use of AI is not permitted.