Automate discovery, analysis, and delivery of rental TikTok videos tailored to couples in their 20s.
The AI agent triggers on demand, scrapes rental-focused TikTok videos via Apify, and filters for couples in their 20s. It then generates a tailored rationale and outputs a shareable URL. The results are saved to Google Sheets and Slack is notified with the recommendation.
Performs data gathering, audience filtering, and actionable delivery of recommendations.
Ingests TikTok rental videos via Apify and collects metadata.
Filters for couples in their 20s using AI Agent 1.
Generates tailored reasons for why a video is recommended.
Formats output as a URL plus explanation.
Saves results to Google Sheets.
Notifies Slack channel with the recommendation.
Automating the search and filtering eliminates manual sifting through TikTok for rental videos. It also creates a repeatable, audience-specific shortlist with clear rationales.
A simple, three-step flow you can understand without technical details.
User triggers the AI agent and data is gathered from TikTok via Apify to collect initial rental video metadata.
AI Agent 1 filters for couples in their 20s and AI Agent 2 analyzes the content to generate a tailored reason for each match.
Append the URL + reason to Google Sheets and post a Slack notification with the recommendation.
A realistic run shows timing, tasks, and outcomes.
Scenario: A real estate marketing team wants fresh rental video ideas. At 9:05 AM, the user triggers the AI agent. Apify scrapes the latest TikTok rental videos tagged with 賃貸. AI Agent 1 filters for couples in their 20s and outputs 4 video URLs. AI Agent 2 provides a reason for each video (e.g., layout suitability, neighborhood fit, cost efficiency). The final text (URL + reason) is appended to Google Sheets and a Slack notification with the list is posted to #rental-insights. Result: 4 qualified matches saved and delivered to the team within minutes.
One supporting sentence describing practical use across roles.
Need fresh, trend-aligned rental video ideas tailored to a specific buyer persona.
Want automated content sources and justified recommendations for campaigns.
Automatically gather and summarize niche TikTok content for clients.
Receive tailored video suggestions that match their preferences and budget.
Monitor new rental video trends to adjust listings and messaging.
Track and compare video styles that resonate with couples in their 20s.
One supporting sentence with short explanation.
Runs TikTok Scraper to fetch rental video metadata.
Provides LLM-powered filtering and rationale generation for recommendations.
Appends output (URL + reason) to a shared spreadsheet for visibility.
Posts a channel notification with new recommendations.
One supporting sentence with short explanation.
One supporting sentence with short explanation.
The agent is triggered on demand by a user action in the workflow (n8n). It can also be configured to run on a schedule. Once triggered, it initiates TikTok data retrieval via Apify, then proceeds to AI-based filtering and output. The trigger is designed to be simple to operate for non-technical users, with clear status updates throughout the run.
Yes. The audience persona used by AI Agent 1 can be adjusted in the prompts to target different groups (e.g., students, families) and different age ranges. Changes apply to the filtering step and downstream outputs. This allows you to tailor recommendations to evolving campaign goals without rewriting the core flow.
Primary data comes from the Apify TikTok Scraper, which retrieves video metadata such as URL, title, author, likes, views, and hashtags. This data feeds AI agents to generate reasons and outputs. No raw TikTok content is stored; only structured metadata and the produced outputs are saved to Google Sheets and Slack.
Output is stored in Google Sheets for easy sharing and collaboration. Slack notifications provide a real-time alert. Credentials for Apify, OpenRouter, Google Sheets, and Slack are managed by their respective platforms with OAuth-based access and scoped permissions.
Credentials are not embedded in the AI agent itself. They are stored and accessed through the connected services (Apify, OpenRouter, Google Sheets, Slack) using OAuth2 or API keys with restricted scopes. Rotate credentials as part of standard security hygiene and limit access to team members who need it. The workflow never exposes credentials in outputs or logs.
Yes. The search topic is configurable in the Apify node (change the hashtag in the Custom Body JSON). Prompts for the AI agents can be adjusted to target different audiences or content themes. This makes the agent adaptable to new campaigns without altering the overall architecture.
Run time depends on data volume. Triggering from the UI typically completes in a few minutes if a small batch is requested, and longer if you process more videos per query. The system reports progress through each stage: data fetch, AI filtering, reasoning, and final persistence. If volume increases, you can adjust parallelism or batch size to manage throughput.
Automate discovery, analysis, and delivery of rental TikTok videos tailored to couples in their 20s.
