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Step-by-Step Travel Itinerary PDF Delivery Engine: Side Hustle Generating 2000+ RMB/Month

Workflow: Operators publish pet-friendly/accessible travel itinerary customization services on platforms like Xiaohongshu (RED) an

AGENT

Key Fields

FIELD STAMPS

IndustryTravel

RegionChina（中国大陆）

ScaleSME

ChannelOnline

🔧 Workflow

Operators publish pet-friendly/accessible travel itinerary customization services on platforms like Xiaohongshu (RED) and Xianyu, collecting basic customer travel information (destination, number of travelers, pet type/accessibility needs, budget, etc.). The AI Agent automatically calls vertical databases to filter accommodation, attractions, and transportation routes that meet the requirements, generating a tripData.json containing pet-friendly facility descriptions and accessible route guides. After manual verification of special requirement matching, it is rendered into a well-formatted, deliverable PDF itinerary and sent to the client.

🛠 Setup Requirements

Deployment requires cloning an open-source travel itinerary generation project, additionally integrating pet-friendly hotel APIs and accessible facility annotation databases. Basic JSON debugging skills are needed to configure AI Agent prompts for precise filtering of special requirements. The overall setup and debugging cycle takes about 2 to 3 days to run through the first niche itinerary generation process.

🧰 Toolchain

🔧 Cursor
🔧 Claude
🔧 Map API
🔧 DeepSeek
🔧 Fliggy Hotel Data
🔧 Pet-Friendly Hotel API
🔧 Accessible Facilities Database

💰 Revenue

① Standard customized itinerary charged per copy (main income): Individual travelers pay a project service fee per copy (billed per use/volume), with a unit price of 99-199 RMB. Handling 15-30 orders per month results in a steady monthly income of over 3,000 RMB (thousands). Proportion of total income unspecified (case study material, verification record missing); ② High unit price for special requirements: Travelers with pets or accessibility needs pay a service fee per copy, with a unit price of 299-599 RMB. Monthly order volume cannot be verified, and proportion is unmentioned (case study info, no independent source); ③ Mid-trip value-added commissions: Commission splits from travel insurance and hotel bookings collected from travelers. Travel insurance commission is about 15-30%, converted order volume is unverified, and the proportion of revenue is also unknown (case study basis, externally unverified); ④ Opportunity item - Template affiliate earnings: Planners doing 50 orders a month earn ad traffic splits through links attached in the article, bringing in an extra 300-800 RMB per month. The exact proportion of this part has not been disclosed.

💸 Cost

Basic tool subscription fee is about 50 RMB/month (Cursor Basic version, AI API call credits). Additional pet-friendly hotel API and accessible facilities database call fees are about 30 RMB/month, bringing the total monthly cost to under 100 RMB.

⏱ Time Investment

About 2 to 3 hours per day, mainly used for requirement communication, AI-generated content verification, and customer feedback revisions.

🚀 Getting Started

Step 1 for beginners is to outline the core requirements list for pet/accessible travel (such as pet transport policies, accessible ramp distribution, etc.), and clone the open-source itinerary project to debug the basic generation process. Step 2 is to publish 3-5 practical pet/accessible travel content notes on Xiaohongshu for traffic acquisition, clearly indicating the customized itinerary service and pricing. After receiving the first order, iterate on prompts to optimize generation accuracy.

🔑 Keys to Success

✅ Accurately outline the core requirement dimensions of pet/accessible travel to ensure AI-generated content covers all special requests.
✅ Establish data annotation rules in vertical fields to improve the matching accuracy of AI-filtered accommodations and attractions.
✅ Continuously output practical guides on pet/accessible travel on Xiaohongshu to build professional trust.
✅ Set up a clear requirement confirmation process to reduce manual costs of subsequent repeated revisions.

⚠️ 风险

⚠️ Untimely updates of vertical field data leading to outdated itinerary information and customer complaints.
⚠️ Personalization degree of special requirements being too high, exceeding the AI generation capability and requiring substantial manual revision.
⚠️ Changes in platform traffic acquisition rules leading to increased customer acquisition costs.
⚠️ Significant regional differences in pet/accessibility-related policies, easily leading to the generation of content that does not meet local requirements.

📌 Real Cases

📌 In the AI travel planning side hustle case shared by DuckDB Lab, monthly income for standard customized itineraries can reach over 2,000 RMB, with even higher unit prices in niche sectors.
📌 The open-source project huanyuzhilv/skills-travel-planner has realized PDF itinerary generation supporting custom requirements, which can be quickly adapted to adjust for pet/accessibility needs.
📌 Case studies of AI travel planners reported by Lvjian Network show that customized itineraries targeting special requirements can command unit prices 2-3 times higher than standard itineraries, with monthly incomes generally exceeding 3,000 RMB.
📌 The granular cat KELIMAO project showcased in the TRAE official community has implemented step-precise customized travel Agent generation, adaptable to special requirement scenarios.

Sources