Create a ready-made business analyst in Qwen Chat: one prompt - and raw data turns into a report with an action plan
In 5 minutes, set up a reusable prompt template in chat.qwen.ai: paste your sales or metric numbers - get a structured analysis with problems, opportunities, and weekly action steps
- 1.Open chat.qwen.ai and log in. If you don't have an account - sign up with your email or Google.
If the service is unavailable in your region - try a VPN. Alternative: Qwen is also available on Alibaba Cloud Model Studio (bailian.console.aliyun.com).
Qwen Chat ↗ - 2.Click the «New chat» button in the top-left corner. From the model list, select Qwen-Max - it's the most powerful model in the lineup and handles complex analytics best.
If Qwen-Max is unavailable or has hit its limit - choose Qwen-Plus. It can handle data analysis too, just a bit slower.
Qwen Chat ↗ - 3.Copy the entire prompt below and paste it into the chat input field. At the end of the prompt, replace the text in square brackets with your actual data - sales numbers, statistics, a CRM report, or expense exports.
Do not upload confidential customer data (names, phone numbers, emails) to a third-party service. Use anonymized numbers: weekly revenue, order count, conversion rate, traffic channels.
Qwen Chat ↗PromptYou are a senior business analyst with 15 years of experience in operations, sales, and growth. I will give you raw business data. Analyze it and return a structured report using exactly this format: ## Key Metrics Summary - [3 - 5 bullet points: the most important numbers and what they mean] ## Trends & Anomalies - [What is growing, what is declining, what looks unusual] ## Top 3 Problems 1. [Problem] -> [Specific recommended action] 2. [Problem] -> [Specific recommended action] 3. [Problem] -> [Specific recommended action] ## Top 3 Opportunities 1. [Opportunity] -> [Concrete next step] 2. [Opportunity] -> [Concrete next step] 3. [Opportunity] -> [Concrete next step] ## Action Plan for This Week - [3 - 5 prioritized actions with estimated effort and expected impact] Rules: - Use the actual numbers from my data, not generic advice. - If data looks wrong, incomplete, or suspicious - flag it at the top. - Keep language direct. No filler. - Write the entire report in English. Here is my data: [INSERT YOUR DATA HERE - e.g., 'October sales: $1,240,000, 312 orders. Channels: Instagram - 41%, search - 28%, ads - 19%, repeat - 12%. Returns: 8 orders. Average check: $3,974']
What this prompt doesThe prompt assigns the model the role of an experienced business analyst and requires a report following a strict template: key metrics -> trends -> top-3 problems with solutions -> top-3 opportunities -> weekly plan. At the end, where [INSERT YOUR DATA HERE] appears, paste your own numbers - this could be text from a CRM, an Excel spreadsheet (copied as text), or statistics from an ad dashboard. The model will write the final report in English because the prompt includes the instruction 'Write the entire report in English.' - 4.Click the send button (up arrow or Enter). Qwen will respond with a structured report in 15 - 40 seconds.
Context is preserved only within the current chat. If you ask a follow-up question in the same tab, the model will remember the original data. For a new analysis, create a new chat.
Qwen Chat ↗ - 5.Save the prompt from step 3 to your notes (Notion, Google Keep, Telegram 'Saved Messages'). Now for a new report - open a new chat, paste the prompt with updated data, and get a ready-made analysis in 30 seconds.
Full scheduled automation (an agent that runs weekly and sends a report to Telegram or email) is possible via Qwen API + Make.com or n8n - but that's a separate setup task requiring API key registration and scenario building.
- freeQwen Chat (chat.qwen.ai)Free access to all Qwen models, including Qwen-Max. No per-request charges. At the time of writing, daily message limits are not disclosed - if the limit is reached, the Qwen-Plus model remains available.
Why today
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