Turn lead CSVs and sales data into dashboards
Manus turned a large lead CSV into a dashboard in about 20 minutes and charted coffee shop sales data with Python, though it sometimes looped and drained credits.
Done withManus
- What they did
- The reviewer ran Manus for 30 days on the $20/month Standard plan and gave it raw coffee shop sales CSVs. It spun up subagents that wrote Python scripts to analyze the numbers and build charts. A separate user reviewer fed it a massive CSV of leads. If the agent hits a paywall or login, you take over manually and it resumes.
- How it went
- The user review says the lead CSV became a clean dashboard in about 20 minutes. The sales data was processed well and charted. Error loops burned credits, and the site rates value for money 2 out of 5.
- Worth knowing
- Failed or looping tasks still cost credits. One user lost all their credits in 10 minutes, and the review says one glitch can burn 8,000 credits, so watch runs closely.
Try it yourself with Manus
I'm attaching [a CSV of leads or sales data]. Clean the data, then build an interactive dashboard showing [key metrics, e.g. leads by source, revenue by month, top products] with clear charts and a short summary of the main insights. Finish when the dashboard is ready to open and share, and tell me about any rows you had to drop or fix.
1 more account of this
Source: truvora.ai · Undated
Five of these in your inbox every morning
The best things people got an AI agent to do, each with the prompt to try it.
More like this
Compile journalist lists and search apartment listings
A reporter tested Manus on building a reporter list, searching NYC rentals and finding award candidates; results were thin at first, and a three-hour search yielded only three full profiles.
Research hotels for a 14-day Japan trip
Manus searched Booking.com for well-rated hotels, cross-checked reviews and transit, and returned three options per city; the author rated it 7/10 on availability handling.
Build a consultancy-style deck from a vague prompt
The author had Manus Slides research sources and build a 16-slide outline on 2025 generative AI trends in UK English.
- GitHub Copilot
Run a solo company with eight agent departments
A founder set up CEO, CFO, COO, lawyer, accountant, marketing, CTO, and improver agents that share memory and consult each other.
Deliver scheduled article digests to Telegram with OpenClaw cron jobs
A developer fixed OpenClaw cron jobs that ran without delivering by turning thinking mode off, after which six articles reached Telegram in 30 seconds.
- Custom agent
Contact job candidates for initial HR screening
A job seeker reports an AI agent calling and emailing them for a first HR screening.