[Use cases](https://www.automaticcompany.co/use-cases/) · [Research & analysis](https://www.automaticcompany.co/use-cases/category/research/) # Visualize survey spreadsheet data with one prompt A Jiemian News reporter uploaded a questionnaire spreadsheet to QwenWork's investment-research expert kit and asked in one sentence for the data to be organized visually. Consistently formatted charts came back from that one request. The reporter says general chatbots needed several rounds of re-prompting to get similar output. [Alibaba QwenWork](https://www.automaticcompany.co/use-cases/agent/alibaba-qwenwork/) Added Oct 11, 2026 ## What they did On QwenWork's public beta launch, a Jiemian News reporter installed its investment-research expert kit, uploaded a questionnaire spreadsheet and typed one line asking for the survey data to be organized visually. ## How it went Tested by the press Consistently formatted charts came back from that one request, while uploading the same sheet to general chatbots such as ChatGPT and Doubao took several rounds of re-prompting to get similar output. ## Good to know This is a single quick test reported in a news article; the questionnaire and the charts are not shown, and the piece does not check accuracy. ## A prompt to try Here is our survey export: . Clean up the responses, then chart each question in a consistent style, with counts and percentages, and add a one-line takeaway under each chart. Finish with the three most important findings and any questions with too few answers to trust. ## Source [m.21jingji.com](https://m.21jingji.com/article/20260804/herald/5ea00840985f28ffffb95d0e3e369277.html) · published Aug 4, 2026 · checked Oct 11, 2026 Runs on [Alibaba QwenWork](https://www.automaticcompany.co/platforms/alibaba-qwenwork/). ## Want this running for you? The [Solo Founder pack](https://www.automaticcompany.co/packs/solo-founder/) is a bot team we set up and run that does this kind of work. ## More in Research & analysis - [ Grok Bot · Research & analysis ### Scan weekly for design partners and competitor moves A founder-advisor in xAI's startup program describes a set of Grok Bots for founder-led sales, including a Monday scan for companies that fit the ideal customer profile and a research bot that reports what changed at competitors. - ](https://www.automaticcompany.co/use-cases/grok-bot-founder-competitor-and-design-partner-scan/) - [ Grok Bot · Research & analysis ### Answer product questions from calls, tickets and usage data at once A SpaceXSI team member writing for product managers describes using Grok Bot agents to answer customer and product questions by pulling together call transcripts, support tickets, Slack customer channels and usage data, then turning discussions into prioritised specs. - ](https://www.automaticcompany.co/use-cases/grok-bot-pm-cross-source-customer-research/) - [ Grok Bot · Research & analysis ### Get a weekly rundown of what your key accounts said in public A go-to-market lead at SpaceXSI describes running Grok Bot to scan, every week, the webinars, podcasts, talks and X posts featuring contacts at her strategic accounts, and send one roundup of what is new. - ](https://www.automaticcompany.co/use-cases/grok-bot-weekly-account-media-rundown/) ## Want this running for your business? We pick the bots, set them up in your account and run them. They do the work while you run the business. [ Hire your team ](https://www.automaticcompany.co/founding-waitlist/)