Cipi.sh's answer

Shell, PHP, Laravel e GO

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.

Cipi.sh's answer

From solo developers to hosting providers — anyone who ships Laravel on a VPS.

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.

Cipi.sh's answer

Cipi was created by Andrea Pollastri, a software developer since 2005 specialising in Laravel, system administration, and cybersecurity — with experience at companies like Docebo and Musement. He built Cipi out of a practical need: a fast, scriptable way to provision and deploy Laravel applications on his own VPS, without handing control to a SaaS panel. What started as a private tool became an open-source project that grew to over 1,000 GitHub stars and hundreds of active deployments worldwide. Here is a brief account of how it evolved across six years and four major versions.

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.

Cipi.sh's answer

There are many tools for provisioning and managing web servers. This page explains where Cipi sits in that landscape and why you might — or might not — choose it over each category. The comparison is focused on seven axes: AI integration (dual MCP server — per-app and global), native Git deploy (GitHub & GitLab), REST API, CLI-first automation, encryption at rest (Vault), GDPR compliance, and total cost of ownership.

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.

Cipi.sh's answer

Laravel-first open-source CLI with AI and MCP integration — also static sites and generic PHP apps. One command installs a complete production stack. One command creates an isolated app with its own database, workers, SSL, and zero-downtime deploys. Open Source.

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.

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.