Monitor Reddit for relevant posts, filter by keywords, analyze with GPT-4.1-mini via OpenRouter, and log leads to Google Sheets.
The AI agent monitors Reddit for posts matching target keywords and sources. It analyzes content with GPT-4.1-mini via OpenRouter and produces concise summaries and lead signals. It logs each lead with the post URL, summary, and metadata into Google Sheets for follow-up.
Automates data collection and structuring from Reddit to a Google Sheet.
Search Reddit posts for defined keywords and subreddits.
Filter results by relevance, score, and recency.
Analyze content with GPT-4.1-mini via OpenRouter.
Summarize insights into a structured lead record.
Append results to Google Sheets with URL, summary, and metadata.
Optionally trigger notifications or status updates.
This AI agent standardizes a Reddit-to-Google Sheets lead workflow, eliminating manual, error-prone steps. It automates discovery, analysis, and logging so teams have a consistent, auditable lead dataset. The automation reduces lag between discovery and follow-up while improving data quality. It also scales across time, handling larger Reddit volumes without additional headcount. Finally, it provides auditable records you can trust for outreach and reporting.
A simple 3-step system for non-technical users.
User configures target keywords and Reddit sources; the AI agent uses them to query Reddit.
The AI agent fetches posts, evaluates relevance, and sends content to OpenRouter for GPT-4.1-mini analysis and summarization.
The AI agent appends structured rows to Google Sheets with URL, title, summary, and metadata, and can trigger notifications.
A realistic scenario showing task, time, and outcome.
Scenario: A growth team configures the AI agent to monitor Reddit for 'enterprise software' and 'pricing' in r/SaaS and r/startups. Over a 60-minute run, the agent collects 6–10 posts, analyzes each with OpenRouter, and logs summarized leads to Google Sheets, including post URL, title, concise summary, and a lead score for follow-up.
One supporting sentence.
Build an up-to-date, Reddit-based leads list for outreach and content targeting.
Automate lead data capture and reduce manual data entry.
Validate market interest quickly with real signals from Reddit.
Surface buyer signals to inform product strategy and messaging.
Track trends and sentiment around target keywords for research.
Identify potential collaboration leads through public discussion.
Tools used to run the AI agent and move data between systems.
Search posts by keywords and fetch content from defined sources.
Analyze and summarize Reddit content using GPT-4.1-mini.
Append leads data with URL, title, summary, and metadata.
Coordinate steps, manage credentials, and trigger runs.
Concrete scenarios where this AI agent adds value.
Questions and practical answers about using this AI agent.
The AI agent scans Reddit posts from defined keywords and subreddits. It retrieves post titles, snippets, and URLs (where available) to assess relevance and extract lead signals. Answers are generated by the OpenRouter-enabled GPT-4.1-mini analysis and summarized into structured records. Data is then logged into Google Sheets with consistent fields for later review. You can adjust queries to broaden or narrow coverage as needed.
The AI agent can run on a scheduled cadence (for example, daily or hourly) or triggered by a manual run. Each run queries Reddit anew, ensuring current data is captured. Runs are designed to be light enough to avoid API throttling while still delivering timely leads. You can increase or decrease the frequency based on team bandwidth and lead volume.
Leads are prioritized based on relevance to keywords, recency of posts, and the quality of the post content. OpenRouter analysis provides a concise lead summary and signal indicators, which are stored alongside the URL and metadata. Duplicates are avoided by matching on post URL and lead identifiers. You can adjust thresholds for relevance and recency to fit your target profile.
Data handling follows standard API-based integration practices: credentials are stored securely in n8n nodes, and data stored in Google Sheets is subject to your organization’s data policies. Access controls on Google Sheets and Reddit/OpenRouter credentials help limit who can view data. The process does not expose private Reddit data beyond publicly available posts. You should review and adapt the workflow to align with your internal compliance requirements.
Yes. You can configure the exact keywords, phrase variations, and target subreddits to tailor the crawl. The AI agent uses these inputs to drive the Reddit search, ensuring relevance. Updates to keywords can be applied quickly without changing the core flow. You can also add or remove sources to adjust scope.
Accuracy depends on the quality of the Reddit data and the capability of the OpenRouter GPT-4.1-mini model. The agent returns summarized lead signals with explicit metadata to help user judgment. You should review high-signal leads and use lead scoring to filter for outreach priority. As with any automated process, consider a human-in-the-loop for final qualification on critical accounts.
Each tool requires standard authentication: Reddit via OAuth 2.0 for API access, OpenRouter via API key, and Google Sheets via OAuth 2.0 in your Google Cloud project. The AI agent runs on n8n, which manages credentials and securely passes tokens between steps. Ensure the credentials have appropriate scopes for read access on Reddit, summarize via OpenRouter, and write access to Sheets. After setup, you can test runs to verify end-to-end connectivity.
Monitor Reddit for relevant posts, filter by keywords, analyze with GPT-4.1-mini via OpenRouter, and log leads to Google Sheets.
