Monitors keyword signals, discovers YouTube videos, extracts insights with Gemini, and generates multiple viral X threads using Claude, all without manual research.
The AI agent automates end-to-end repurposing of YouTube content into viral X threads. It finds videos that match your keywords and audience preferences, then analyzes performance to identify key insights. Finally, it generates multiple thread variations using proven patterns and saves them for review and posting.
The AI agent sources, analyzes, and converts video content into ready-to-post threads.
Capture keyword, audience, and content-type preferences via the form trigger.
Search YouTube for recent videos matching the keyword and sort by views.
Fetch video statistics to assess engagement and reach.
Filter to retain only videos with 100K+ views and exclude Shorts.
Select the top two videos to focus on proven winners.
Save video candidates to Google Sheets for review and approval.
Before: manual keyword research and random video discovery slow ideation. After: a centralized AI agent flow delivers proven video sources, AI-extracted insights, and ready-to-post thread variations.
A simple three-step flow anyone can run.
Capture keyword, audience, and content preferences, then search YouTube for relevant videos and apply performance filters.
Use Gemini to extract actionable insights from approved videos and Claude to produce three viral thread variations.
Format the threads and save them to Google Sheets for review and posting.
A realistic run showing how keyword targeting, analysis, and thread generation come together.
Keyword: 'AI automation'. Time: ~15 minutes. Outcome: Top 2 videos identified with 200K+ views each; 3 thread variations per video generated; Threads saved to Google Sheets for review.
One supporting sentence.
Need scalable thread generation from proven videos.
Want consistent workflows for cross-platform posting.
Run keyword-driven campaigns with repeatable results.
Can repurpose existing video content into thread-ready text.
Need data-backed topics to fuel campaigns.
Want rapid testing of new threads for engagement.
One supporting sentence with the tools powering the AI agent.
Finds recent videos by keyword, filters for high-views, and returns metadata for evaluation.
Extracts key insights and patterns from the selected videos to guide thread generation.
Generates three viral thread variations using curated prompts based on proven templates.
Logs candidates and saves final threads for review and posting.
Orchestrates the end-to-end AI agent flow across steps and data exchange.
Six practical scenarios where this AI agent adds value.
One supporting sentence addressing common concerns.
The AI agent is an automated workflow that discovers relevant YouTube videos based on your keywords, analyzes their performance metrics, and generates multiple viral X thread variations. It uses Gemini to extract actionable insights from video content and Claude to craft thread variants that follow proven patterns. The agent then formats the results and saves them to Sheets for review and posting, creating an end-to-end content repurposing pipeline. No manual research is required for the core steps, reducing time and inconsistency.
No coding is required to run this template. The agent is designed to be configured via a form trigger, API keys, and a spreadsheet setup. If you want to customize prompts or expand data fields, some basic familiarity with prompts or the automation tool helps. You can modify keyword inputs, audience targets, and thread patterns without touching code.
The current design targets X (Twitter) for posting. The architecture is adaptable to other platforms like LinkedIn or Instagram in extended workflows, but you’ll need to adjust the thread formats and posting endpoints. The agent can also prepare content variants ready for manual posting or for integration with an auto-poster. You control posting cadence and audience targeting during setup.
Yes. You can adjust prompts in Gemini and Claude prompts to reflect your audience and style. You can modify the viral thread patterns used for generation and tune the keyword scope. You can also add or remove YouTube data fields used by Gemini to influence the insights.
Auto-posting requires connecting the X API to the output script. The AI agent currently saves ready-to-post variants to Sheets; with an additional integration, you can push posts automatically. You control posting windows, frequency, and audience targeting. It’s designed to be safe and auditable with review steps before publishing.
If no eligible videos are found, the agent can retry with adjusted filters or different keywords. It can extend the search window or loosen minimum view thresholds while preserving quality signals. You’ll receive a clear status update and an opportunity to re-run with revised inputs. The system remains auditable with logs of attempts and outcomes.
Data privacy is ensured by secure API communication and OAuth-based access management. Keys and tokens are stored securely, with role-based permissions controlling who can view or edit data. All data exchanges occur over HTTPS, and you can configure retention and deletion policies. You retain ownership of your inputs and generated content.
Monitors keyword signals, discovers YouTube videos, extracts insights with Gemini, and generates multiple viral X threads using Claude, all without manual research.
