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AI Academic Outline & Strategy Coach: Subscription-Based Non-Ghostwriting Assistance Generating 18k RMB/Month for International Students

Workflow: After the student submits the essay topic, course syllabus, and institutional formatting requirements, the AI workflow f

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Key Fields

FIELD STAMPS

IndustryEducation / Knowledge

RegionChina

ScaleSME

ChannelOnline

🔧 Workflow

After the student submits the essay topic, course syllabus, and institutional formatting requirements, the AI workflow first calls academic databases to retrieve relevant literature from the past 3 years, organizes the research context to generate 3 sets of differentiated argumentation logic frameworks, accompanied by core references and annotations for expandable research directions. Human operators review the academic compliance and logical feasibility of the outline before feeding it back to the student. Students are allowed up to 2 free revisions. The workflow steadily processes 5-8 outline requests per day. The input consists of the subject topic + academic requirements, and the output consists of a structured outline + strategic guidance + reference list.

🛠 Setup Requirements

Operators are required to have undergraduate or higher academic writing foundations in corresponding subjects (prioritizing subjects heavily populated by international students such as business, education, and media). For technical setup, build the subject knowledge base workflow using Dify/Coze, integrate Claude 3.5/GPT-4o for logical reasoning, and pair with Zotero for literature search and verification. No complex development is required in the initial stage—simply configure using prompt templates. The overall setup cycle takes 10-14 days. During the operation phase, weekly updates to the subject literature base and prompt templates are required to ensure outline quality.

🧰 Toolchain

🔧 Dify
🔧 Claude
🔧 Zotero
🔧 Feishu

💰 Revenue

① Individual international student monthly subscriptions (main revenue): Students pay a monthly subscription fee, 399 RMB/person/month × 45 active subscribers = approx. 18,000 RMB/month, accounting for about 90% of monthly revenue (this ratio is derived from data in this profile, observed as of 2026); ② Single in-depth outline revision (pay-per-use): Students pay 199 RMB/time × approx. 10 times/month = approx. 2,000 RMB/month, accounting for about 10% (estimated based on profile data as of 2026); another source mentions the exact weight of this revenue stream in the total revenue was not provided; ③ Academic compliance value-added package (bundled into the subscription): Using peer benchmarks such as a ~10% similarity check guarantee or a refund policy for CNKI/VIP similarity over 15% as a value-added selling point. The pricing standard was not publicly disclosed, and the actual number of packages sold cannot be verified, so its revenue contribution is also not calculated separately; ④ Opportunity item — Study abroad agencies and institutions bulk-purchasing strategy tutoring packages by seat or project: Pricing is not listed, and its share of the pie is also currently blank.

💸 Cost

API costs are about 1,500 RMB per month; Claude API is billed by usage at about 1,200 RMB per month; Zotero is free; Feishu docs are free. Combined with occasionally purchased subject literature database access permissions at about 300 RMB per month, the total cost is about 1,500 RMB per month, with a profit margin exceeding 90%.

⏱ Time Investment

2 to 3 hours per day, mainly spent on outline review and student communication.

🚀 Getting Started

Step 1: Publish study abroad essay writing strategies and outline template notes on Xiaohongshu and Instagram for traffic generation. Initially help 3-5 international students with outlines for free to build word-of-mouth reputation, deliver via Feishu docs, and once the delivery process is validated, attach the paid subscription link. Step 2: Build a knowledge base workflow for 1 core subject, test the outline generation results for 10 different topics, and adjust prompts to ensure logical compliance. Step 3: Conduct free public lectures in private communities to explain study abroad essay writing logic and convert the first batch of paid subscribers. The initial setup can be launched in 1-2 weeks without heavy capital investment.

🔑 Keys to Success

✅ Clearly position as non-ghostwriting—provide only conceptual outlines and no main text to avoid academic misconduct risks.
✅ Deeply cultivate 1 to 2 subject areas to accumulate a professional knowledge base and build a barrier to entry.
✅ Subscription renewal rates depend on outline quality and response speed.
✅ Establish student communities for word-of-mouth marketing; old students recommending new students can get 1 month of free subscription, reducing customer acquisition costs.

⚠️ 风险

⚠️ If students directly expand the outline into a full text, it may be judged as academic misconduct; clear disclaimer clauses must be signed, and the commercial use of the outline must be restricted.
⚠️ Covering too many subjects may lead to a decline in outline quality and loss of reputation; be sure to focus on 1-2 vertical subjects in the early stage.
⚠️ Sudden adjustments to study abroad policies or university essay requirements may cause outlines to fail requirements, triggering refund requests; a rapid response mechanism must be established to adjust outline templates within 24 hours.

📌 Real Cases

📌 Independent operator "Study Abroad Senior Linlin" runs a business school paper outline tutoring account on Xiaohongshu, accumulating 2,300 targeted followers, with 42 current paid subscribers and stable monthly revenue of around 17,000 RMB.
📌 Overseas university research tutoring platform EssayEdge launched a conceptual outline tutoring service in 2025, with subscription users increasing by 180% year-on-year, a unit price of $399/month, and revenue share increasing to 32% of total revenue.
📌 Vertical AI tool Zhiyuan AI's outline subscription service exceeded 12,000 paid users in a single month, with international students accounting for 62% and a paid conversion rate reaching 12%.

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