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n8n’s 2026 agent examples show a Sheet of URLs → AI visits each site → tailored outreach draft + lead score, so SDRs stop pasting the same cold template.
In r/AI_Agents, a production workflow uses OpenClaw cron + browser automation + a Google Sheet ledger + Telegram reviews: the agent shortlists live deals with comps/screenshots but cannot message a seller until a human approves the exact note.
The project-management guide generates user acceptance tests for a website form, organizes the cases in Sheets, and drafts instructions for the colleague running them.
The scenario researches software vendors, verifies specific capabilities, and prepares a cost-and-tradeoff comparison sheet tailored to a team's needs.
The agent reads the current week's planned posts from Sheets and creates dated Asana tasks with the corresponding creative notes.
The MCP workflow filters accounts by renewal date, assesses engagement and open cases, and records a risk review with recommended follow-up actions.
The assistant reads existing goals, searches recent work activity for relevant accomplishments, and drafts source-linked progress updates for the goal tracker.
The assistant creates several domain-relevant viewpoints, compares their critiques and alternatives, and records a synthesized decision brief for later review.
The MCP workflow reads a metrics tab, identifies major week-over-week movements, and writes a short narrative to a dated Notion page.
The workflow gives an AI assistant MCP access to Google Sheets so it can investigate data, explain findings, and propose edits before changing rows.
An AI assistant applies explicit stage probabilities to Salesforce deals, compares a prior snapshot, and prepares Sheets detail and Slack highlights for review.
Anthropic's Claude-in-Chrome recipe reads several open product pages, normalizes differently named specifications, and assembles a side-by-side document with category comparisons and source context.
Zapier's purchase-request template matches requested software against an approved Google Sheet, suggests existing alternatives, and escalates genuinely new requests with researched context rather than authorizing purchases.
This n8n template extracts invoice PDFs with GPT-4o, checks invoice numbers and totals, assesses category and risk, and uses a wait-and-resume approval path before recording the final status.
An n8n template separates menu costing, leftover recipe suggestions, a nutrition diary, and draft social copy into specialist agents writing to dedicated Google Sheets tabs.
This n8n community template transcribes Telegram voice messages, extracts meal ingredients and estimated nutrients with OpenAI, stores structured rows in Sheets, and replies with a confirmation.
A builder reports that a two-court booking system became more reliable after moving availability checks, resource assignment, and booking IDs out of the LLM and into deterministic n8n workflows.
The template rejects OTPs and unknown senders, structures transaction alerts into a Sheets ledger or review queue, and answers spending questions through a Claude Telegram agent.
OpenAI categorizes submitted expenses and marks those needing approval, while the workflow records status in Sheets and sends managers details through Telegram and Gmail.
The workflow scores incoming mail for prompt-injection patterns, routes high-risk messages to review, and uses Gemini for structured triage of the remaining messages.
OpenAI vision extracts receipt totals and currency; deterministic checks compare them with expected booking values and route uncertain or mismatched documents to Slack.
GPT-4o-mini summarizes resume PDFs linked from a candidate sheet, emails the interviewer a structured brief, and marks the row processed to avoid repeats.
WayinVideo summarizes a course video and GPT-4o-mini turns the learning points into structured tasks with estimates and checklists, which are created in ClickUp and logged in Sheets.
The template computes property metrics from price, rent, and expenses, checks duplicate records, and uses Groq-hosted AI to prepare an explanatory email report.
A Show HN browser-agent demo takes a CV, scans incoming job information, opens the listings, and extracts matching details into a Google Sheet, illustrating an end-to-end job-research workflow.
Azure OpenAI compares buyer preferences with a property database, retrieves relevant Drive decks, and helps organize the lead record and follow-up priorities.
The flow enriches lead rows, drafts personalized messages with Gemini, checks CRM duplicates, and logs outreach and reply status in Sheets.
The Gemini workflow reads product-image URLs, generates image prompts, combines products with a supplied model image, and saves images and prompt records to Drive and Sheets.
A Gemini Telegram agent uses separate Google Sheets tabs for income and expenses and supports conversational additions, lookups, and deletions.
The template combines GPT intent detection, MongoDB product search, Redis sessions, and Gemini image generation for a conversational shirt-shopping flow.
OCR and AI parse attached timesheets into month-specific billable hours, including weeks spanning months, before the workflow creates QuickBooks invoices and an audit sheet.
The agent reads a deal's context and searches a reference-customer sheet for a suitable match to help the sales team prepare a reference request.
A product manager's tutorial walks through a Claude Code project with a lightweight specification, a Google Sheets question source, and browser feedback used to repair the data connection.
The flow researches reviews and forums, classifies comments into useful categories, and generates a summary of recurring product feedback.
A GPT-4.1 assistant transcribes voice or reads text, answers product questions from store information, and records order details in Google Sheets while retaining conversation context.
An AI agent checks a Sheets list of birthdays and anniversaries, uses relationship notes to personalize messages, and passes matching greetings to an email step.
An AI workflow subtracts travel time to the next meeting from a calendar gap, then recommends a nearby cafe matching preferences or sends a departure reminder.
The published workflow gathers conference details, exchange rates, and flight quotes, then prepares a budget-aware approval email and PDF expense breakdown.
The workflow combines HubSpot records, support context, and usage data from Sheets, then uses AI to assess customer health and explain recommended next steps.
An English n8n tutorial uses Google Vision OCR for PDF and image invoices, an LLM for structured fields, and Google Sheets for storage, making the OCR-to-extraction sequence explicit.
The workflow reads survey data from Sheets, groups responses by sentiment, analyzes batches with AI, and saves a consolidated thematic report with Slack notification.
The workflow combines Google Sheets storage with an AI recipe agent, allowing Telegram users to retrieve, create, search, and modify saved recipes.
Gemini summarizes new article or YouTube links from a Sheets queue, stores the results, and lets a Telegram assistant retrieve the saved reference material.
The template combines transaction details, IP geolocation, and Gemini analysis into booking-risk categories, with a Google Sheets audit trail and configurable responses.
The template retrieves a TikTok transcript, uses GPT-4 to identify pain points and triggers, and drafts a product-related post recorded alongside the research.
Dumpling AI retrieves a business's reviews and GPT-4 identifies recurring pain points, motivations, and voice-of-customer material in a Google Sheets research log.
This self-hosted template receives an Apify job dataset, filters relevant roles with AI, researches company decision-makers through Tavily, and updates Google Sheets.
Gemini analyzes three restaurant data streams in Sheets and merges sales highlights, waste-reduction suggestions, and customer-feedback themes into an email report draft.
The workflow reads language, proficiency, and interests from Sheets, researches current stories through Perplexity, and uses DeepSeek to produce level-adjusted reading, vocabulary, and grammar notes.
This workflow processes unread messages carrying a receipt label, extracts financial fields with OpenAI, stores attachments in Drive, and marks processed messages as read.
A self-hosted n8n template uses Mistral to structure chat-submitted expenses, archives receipt images in Drive, and links the resulting Google Sheets rows to the originals.
A VLM Run workflow parses emailed resumes, analyzes linked GitHub activity, and records a technical candidate profile with notifications for the recruiting team.
GPT-4o extracts flight details from email and the Carbon Interface API calculates an emissions estimate that is logged for business-travel reporting.
Gemini processes new form-response rows, extracts a concise testimonial candidate, writes it to Sheets, and notifies the marketing reviewer by email.