
Handler
fastlane
Query Streams
Coefficient.io
SeekWell
AskYourDatabase
Handler is a vibe marketing agent for app marketers. It helps app teams find outlier TikToks, understand what makes them work, and turn proven patterns into clearer creative direction. Todayโs launch focuses on Handler and TikSpy: research winners faster, reduce manual scrolling, and know what to test next.
Query Streams is the easiest and most secure way to bring live database data directly into Google Sheets and Microsoft Excel without VPNs, manual exports, or exposing sensitive credentials.
Built for analysts, business users, and IT teams, Query Streams connects securely to your databases and streams real-time query results straight into spreadsheets. No more exporting CSV files, managing scheduled syncs, or waiting on developers to build reports.
With Query Streams, you can: โข Stream live SQL query results into Google Sheets and Excel with just a few clicks. โข Share data safely with team members without exposing database credentials or SQL code. โข Keep dashboards and reports automatically up to date with real-time data refresh. โข Connect to multiple databases including MySQL, PostgreSQL, SQL Server, MariaDB, SQLite, Microsoft Access, and more. โข Build parameterized spreadsheets with dropdowns, filters, and dynamic inputs to create secure, interactive data tools. โข Collaborate across teams and locations without changing your network or firewall settings.
Unlike traditional sync tools that duplicate data on a schedule, Query Streams uses a secure streaming layer that keeps spreadsheets in sync with source data in near real time. You maintain complete control: credentials never leave your environment, and only approved queries and data are shared.
Query Streams is ideal for data analysts building reports, finance teams automating Excel models, and business leaders who need live data access without technical complexity. It bridges the gap between databases and spreadsheets, making secure, real-time data collaboration simple and fast.
Say goodbye to manual exports, fragile integrations, and delayed data. Query Streams turns your existing spreadsheets into live, shareable data tools powered directly by your databases.
Handler
Query StreamsHandler'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.
Query Streams's answer:
Query Streams makes it possible to stream live database data directly into Google Sheets and Microsoft Excel securely, without exposing SQL code, credentials, or modifying network firewalls. Unlike typical sync tools, it delivers true real-time streaming, enabling teams to share query outputs safely without granting database access. It combines the simplicity of spreadsheets with the power of live data, bridging the gap between IT and business users.
Handler's answer
Handler is focused on TikTok research for app growth, not generic social media management. It helps marketers move faster from โwhat should we post?โ to clear creative direction based on real winning TikToks.
Query Streams's answer:
Unlike competitors that rely on scheduled syncs or require complex configuration, Query Streams provides real-time data streaming, granular security, and zero network changes. Users can collaborate on live data without giving out SQL code or credentials, making it faster to set up, safer to share, and easier to scale. It supports a wide range of databases, offers parameterized spreadsheets, and keeps data refreshes truly live, not delayed by sync intervals.
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.
Query Streams's answer:
Our primary audience includes data analysts, finance teams, business operations professionals, and IT teams who need reliable, real-time access to data inside spreadsheets. Query Streams is designed for organizations that rely on Google Sheets or Excel for analysis and reporting but want to eliminate manual exports, delays, and security risks.
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.
Query Streams's answer:
Query Streams was created to solve a common frustration: teams needed real-time data in spreadsheets, but existing solutions required complex integrations, risky credential sharing, or delayed syncs. We built Query Streams to make live database-to-spreadsheet connectivity secure, simple, and fast, so that analysts and decision-makers can work with up-to-date data without relying on engineering resources or manual processes.
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.
Query Streams's answer:
Query Streams is built using modern, secure, and scalable web technologies designed for real-time data processing and seamless spreadsheet integration. The platform combines a reliable backend, secure communication protocols, and native integrations to deliver fast and dependable performance for teams of all sizes.
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.
Query Streams's answer:
Finance teams and data analysts in mid-sized enterprises
SaaS companies integrating live reporting into spreadsheets
Business operations teams that require secure, real-time data sharing
IT departments enabling data access without exposing infrastructure
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