Monitor daily viral videos across TikTok and Instagram, analyze engagement and growth with GPT-4, log results to Google Sheets, and notify your team of top trends.
The AI agent automatically discovers trending TikTok and Instagram videos using Apify and OpenAI to scale trend hunting. It analyzes engagement, growth rate, and recency, using GPT-4 Vision to extract visual and trend insights and flag super-viral content. Results are saved to Google Sheets and delivered via a daily top-trends report with optional Slack alerts.
End-to-end actions the AI agent performs to surface trends.
Scrape trending videos from TikTok and Instagram via Apify.
Filter and rank content by engagement, growth rate, and recency.
Analyze visuals and context with GPT-4 Vision and GPT-4 to extract insights.
Identify super-viral content and trigger alerts (Slack, optional).
Save results to Google Sheets with structured metrics.
Deliver a daily trends report and optionally notify teams via Slack and email.
This AI agent replaces manual trend scouting with automated end-to-end trend discovery and reporting, turning scattered signals into reliable, actionable insights.
A simple 3-step flow everyone can follow.
Fetch trending TikTok and Instagram videos using Apify according to your keywords, time window, and engagement thresholds.
Process each video with GPT-4 Vision and GPT-4 to assess visuals, context, and trend strength, then assign a score and flag super-viral signals.
Save results to Google Sheets, deliver a daily digest email, and send optional Slack alerts for top trends.
A practical scenario showing task, time, and outcome.
A fashion brand marketing team configures the AI agent to monitor fashion trends. At 8:00 AM, it scrapes trending videos for fashion keywords (past 24 hours), identifies the top 5 super-viral posts, updates the Google Sheet with metrics and visuals, and sends a daily digest email to the team. The top post triggers an optional Slack alert to the channel, enabling immediate content planning and quick campaign decisions.
Roles that gain clear, practical value from the AI agent.
Gains rapid visibility into trending content to guide posting calendars and campaigns.
Receives daily inspiration from the fastest-growing videos in the niche.
Monitors competitor movements and adapts strategy quickly based on data.
Automates trend research and reporting for multiple clients.
Aligns campaigns with evolving audience interests and visuals.
Quantifies trend impact and reports on performance with objective metrics.
Tools used by the AI agent to automate data discovery, analysis, and delivery.
Fetch trending videos from TikTok and Instagram based on keywords and time window.
Log trend data and metrics into a shared spreadsheet for collaboration.
Analyze visuals and textual context to extract insights and trend signals.
Send instant alerts for super-viral content; optional for teams.
Deliver daily digest emails summarizing top trends to recipients.
Practical scenarios where the AI agent shines.
Common questions and practical answers about using the AI agent.
The AI agent combines engagement velocity, growth trajectory, and recency signals across TikTok and Instagram. GPT-4 Vision analyzes visuals and context to assess shareability and resonance, then assigns a score to highlight items with the strongest momentum. Thresholds can be customized to fit your niche and audience size. The system also checks for sustained performance over a defined window to reduce false positives. Alerts are triggered when content meets or exceeds your configured criteria.
It uses Apify to scrape trending videos from TikTok and Instagram based on your keywords, hashtags, language, and time window. The data is normalized for cross-platform comparison, and OpenAI AI models are applied to extract insights from both media and text. You can configure thresholds and timing to balance freshness with reliability. All data handling follows your credential configurations and security settings. Alerts and reports reflect the raw inputs plus derived metrics.
You can configure keywords, hashtags, language, and time window to tailor discovery, but the AI agent can also monitor generic 'top-trending' content in a given niche. This flexibility lets you start with broad discovery and refine thresholds as you learn which signals matter most. Auto-discovery helps surface unexpected trends that your team might miss. Thresholds are adjustable to control volume and focus. Results are logged in Google Sheets for easy review.
Yes. You can set engagement thresholds, growth rate targets, and recency windows. The time window controls how quickly surfaces update, balancing speed and reliability. Thresholds are saved as configurable settings within the AI agent's configuration, allowing you to apply different rules for different niches. Changes propagate to all data processing and reporting steps. This ensures consistent decision inputs for your team.
Slack alerts are optional and activated via a webhook URL. You can specify which channel receives alerts and define trigger conditions (e.g., super viral posts or sudden spikes). Alerts run in real time as soon as a post qualifies, enabling quick content decisions. If you skip Slack, daily digest emails still summarize top trends. This flexibility helps teams coordinate without noise.
Credentials for Apify, Google Sheets, OpenAI, and Slack are stored securely in your environment with access controls and encryption in transit. The AI agent accesses only the configured accounts and time windows. Data retention follows your policy settings, and you can revoke access at any time. All data processing happens within your authorized scope, minimizing exposure. Regular reviews can ensure permissions stay aligned with your security posture.
Daily top-trends are summarized in a Google Sheets log for easy collaboration. A digest email is sent to designated recipients, formatted for quick scanning. Optional Slack alerts push critical items directly to your channels. You can customize the report layout and fields to match your team's workflow. Reports can be extended with visuals and references as needed.
Monitor daily viral videos across TikTok and Instagram, analyze engagement and growth with GPT-4, log results to Google Sheets, and notify your team of top trends.
