Datavisual.app's answer

DataViz Platform combines 30+ interactive chart types with AI-powered chart generation in a single free tool. You can describe a chart in plain English and have it built instantly, or let the AI analyze your data and suggest the best visualization. Unlike most competitors, all core features — including dashboards, exports, and multi-language support — are completely free with no trial limits or paywalls.

Handler's answer:

Handler is built specifically for app marketers who want to find what is already working on TikTok. Instead of guessing content ideas, Handler helps teams discover outlier TikToks, understand winning patterns, and decide what to test next.

Datavisual.app's answer

Unlike Tableau or Power BI, DataViz requires no installation, no subscription, and no learning curve. You upload a CSV, pick a chart (or let AI pick for you), and you're done in seconds. It's browser-based, works on any device, and supports dark mode, PWA offline access, and 4 languages. For users who need quick, beautiful visualizations without enterprise complexity, DataViz is the fastest path from data to chart.

Handler's answer:

Handler is focused on TikTok research for app growth, not generic social media management. It helps marketers move faster from “what should we post?” to clear creative direction based on real winning TikToks.

Datavisual.app's answer

Students and researchers who need to visualize project data quickly. Data analysts who want beautiful charts without Excel's limitations. Developers looking for a free, open-source charting tool. Small teams and freelancers who can't justify enterprise BI subscriptions. Essentially, anyone who has a spreadsheet and needs a chart — fast.

Handler's answer:

Handler is made for app founders, growth marketers, mobile app teams, indie app builders, and agencies that use TikTok to grow consumer apps.

Datavisual.app's answer

DataViz was born out of frustration with how complicated data visualization tools had become. Most tools require expensive licenses, steep learning curves, or coding knowledge. We wanted to build something anyone could use — upload a file, get a beautiful chart, done. We added AI to make it even easier: just describe what you want in plain English. Built by LibLab, DataViz is free and open source because we believe data visualization should be accessible to everyone.

Handler's answer:

Handler was created because app teams spend too much time manually scrolling TikTok trying to understand what content works. We built it to make TikTok research faster, clearer, and more repeatable for app marketers.

Datavisual.app's answer

The frontend is built with React, TypeScript, Vite, and TailwindCSS, using Apache ECharts for rendering 30+ chart types. AI features are powered by Google Gemini. The backend runs on Python with FastAPI, SQLAlchemy, and a Supabase PostgreSQL database. The app is hosted on Vercel with PWA support for offline use. Payments are handled through Lemon Squeezy.

Handler's answer:

Handler uses AI analysis, TikTok content research, video metadata extraction, creative pattern detection, and a web-based dashboard to help app marketers find and understand winning TikToks.

Datavisual.app's answer

Individual data analysts and researchers University students across multiple countries Freelance developers and consultants

Handler's answer:

Handler is currently early, so we are not publishing customer names yet. The product is built for app founders, consumer app teams, growth marketers, and agencies working on TikTok-based app growth.