AI agent use cases for Sales, Marketing & Support
Finding leads, running outreach, answering customers, and growing revenue. 118 real use cases. 85 were done with 17 named agents, most often Claude Code, n8n and OpenClaw; 33 with custom-built, lesser-known or unnamed ones. Each links to its source and comes with a prompt to try.
118 use cases · 17 named agents · Updated Oct 8, 2026
All 118 Sales, Marketing & Support use cases
Research companies and fill a CRM for outreach
Claude Code researches target companies, creates Attio CRM records via MCP, builds personalized reports and drafts outreach; a first run contacted 80 companies for one sale.
How it went The first run contacted 80 companies and produced one sale. Review and message prep dropped to about one minute per lead, against an estimated one to two hours without the system.
2 accounts
Answer WhatsApp customer questions and escalate to humans
An n8n and OpenAI agent answers WhatsApp questions from a knowledge base and escalates low-confidence cases to a human on Telegram with full context.
How it went The README gives no measured results, only design goals: cover routine questions, give round-the-clock coverage, and keep a human on unreliable cases. The exported n8n workflow JSON was still being added.
2 accounts
Manage 10 social media accounts with agents
The author runs 10 accounts with OpenClaw agents and cron jobs, reports follower growth, and added health checks after an analytics job silently failed for three days.
How it went Over three months, Twitter went from 30 to 2,147 followers, Dev.to views from 200 to 8,500 a month, and daily ops time from 4+ hours to 30 minutes. An early tweet had a factual error, and the analytics cron job failed silently for three days.
2 accounts
Qualify, enrich and book demos for SaaS leads
A Lindy agent qualifies, enriches and books demos around the clock for SaaS lead gen, with mock conversion reported rising from 40% to 78%.
How it went Mock conversion rose from 40% to 78%.
Review Meta ad performance inside Ads Manager
An agency tested Manus on a real ecommerce client's Meta ads account; it reported a 14.25x ROAS against an actual 1.76x and corrected itself only when challenged.
How it went Manus reported January ROAS of 14.25x and 30-day ROAS of 7.04x. When asked if it was sure, it rechecked and gave 1.76. Its advice was generic, and Skaleit rated strategic scaling 1 out of 5.
2 accounts
Agents used
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The best things people got an AI agent to do, each with the prompt to try it.
- Custom agent
Call and email leads with a self-provisioned phone number
An AI agent gave itself a phone number, found fitting leads, called and emailed them, followed up and reported results.
4 accounts
Find laid-off LinkedIn prospects and draft outreach
Comet scanned LinkedIn posts through her logged-in account, pulled names and links, and drafted outreach notes for review in under a minute.
2 accounts
Find and qualify sales leads against ICP
Hermes Agent searches and compares company and people context, judges leads on ICP, role fit and timing, and explains why each qualified to feed outreach.
2 accounts
Fill out job applications in a browser
Claude Cowork opens tabs, reads job listings, fills out applications and decides based on user rules, working autonomously until done.
Resolve customer calls proactively with AI agents
TELUS uses Gemini Enterprise for CX agents to proactively resolve customer calls; Google's case study reports 30% of calls resolved and issues resolved 87% faster.
Run browser-heavy business tasks and trip outfit picks
Commenters use Claude in Chrome for cPanel listings, X growth, testing, outreach and investor research, and to pick trip outfits from grouped clothing tabs.
Answer sales reps' questions with a Slackbot agent
A RevOps practitioner built a Zapier Agent Slackbot to answer reps' questions; it took an afternoon to work and he concluded agents are imperfect.
Test an agent on SEO research and outreach tasks
SE Ranking tested Operator on pulling SERP results, backlink checks and outreach email management; it was slow and error-prone, so they did not recommend it for complex SEO work.
Rank CRM prospects and draft outreach with Codex
A demo has Codex pull CRM data, rank top accounts, and build a 13-slide deck with per-account strategy and draft outreach emails.
Draft personalized outbound, recaps and forecasts for sales
Cursor's internal ChatGTM drafts signal-based outbound messages with personalized landing pages, call recap emails and follow-ups, and assembles the deal forecast.
- ElevenLabs
Let a voice receptionist schedule appointments via MCP
A custom MCP server exposes list, schedule and cancel appointment tools so an ElevenLabs voice agent can handle customer calls against the company CRM.
5 accounts
Audit and rebuild a store's email automations
Muse audited a shoe store's Klaviyo flows, removed duplicates, rebuilt templates and enabled sales tracking, with approval needed to publish or spend.
2 accounts
- Zendesk AI Agent
Answer customer support conversations with a Zendesk agent
A Zendesk AI Agent autonomously handles over 2,000 monthly product-question conversations for a client, letting three support staff move into sales.
2 accounts
- Claude
Run a Monday competitor-monitoring brief from job listings
Claude is set up as an agent that browses competitors and reads their job listings every Monday morning to infer what they may do next.
- SynthflowRetell
Answer after-hours calls and book appointments
The author set up a Synthflow receptionist that captured caller details and booked next-day appointments, and a Retell agent that answered clinic FAQs and flagged frustrated callers (vendor comparison).
Run marketing tasks like getting past gated lead forms
An SE Ranking marketer tested ChatGPT Agent on marketing tasks including a gated HubSpot report; it fully succeeded in only two of five runs.
Run digital PR and link outreach campaigns
The author has a Dot named Jamie run a defined outreach campaign, keep the tracker accurate and flag replies or placements needing attention.
- Custom agent
Triage support emails and draft refund-policy replies
A consultant built a Claude agent that reads support Gmail, looks up orders, applies refund policy, drafts replies for human approval and creates triage records with optional Slack alerts.
4 accounts
Run a solo business with a team of 16 agents
A solo founder uses ~16 Claude and Codex agents for lead research, cold emails, CRM upkeep, SEO content and call prep, and says it found and qualified a first pilot customer.
Triage support emails and draft replies for human review
An n8n workflow classifies, prioritizes and summarizes each support email, drafts a reply and posts it to Slack for a person to send.
2 accounts
Build a profitable online business from scratch with an agent
Poster gave an OpenClaw/Claude agent $50 and 60 days to build an online business, using content marketing on Reddit, Twitter and LinkedIn that drew 400+ visitors.
Spin up a customer-support agent from a prompt
The reviewer prompted Lindy to build a support agent, connected Google and Slack, and had it ready to run; only setup was described, no long-run results.
Email car brands without web apps and build them one
@JerryJenasom had Manus find car brands lacking a web app and email them; brands replied and he then built a web app for them.
Manage X follows and unfollows
@keyrunnftart used Comet to unfollow accounts and follow others back on X.
Find stale commercial listings and email brokers
A Hermes bot scrapes lease listings, filters by days on market and zoning, calculates commissions and emails brokers.
Reply to outreach responses from email and LinkedIn inboxes
Claude Cowork scans email and LinkedIn inboxes and replies to outreach responses, while another workflow writes first lines from prospect site and LinkedIn research.
Run voice and chat support assistants with memory
AT&T deploys Gemini-based voice and chat assistants with 60-day memory, reporting 20% more inquiries fully automated.
Do sales research and compare app to mock-ups
Commenters use Claude in Chrome for sales research and to compare an app against mock-ups across tabs, producing a UX/UI differences document.
Turn new Gmail emails into Notion CRM leads
A Zapier Agent triggers on each new Gmail email and creates a lead record in a Notion database with mapped properties filled in.
Research sales leads with Operator
Testers ran Operator on lead research; after a CAPTCHA handover it lost its mission and returned generic company profiles instead of qualified leads.
Make daily safe SEO fixes with a Codex automation
A scheduled Codex automation reviews analytics and SEO notes each morning, picks five safe fixes like internal links and metadata, and applies them.
Investigate customer errors and draft tickets in support
Cursor's support team uses Cursor with MCP to pull Datadog logs, search past cases, and draft a Linear bug ticket and customer reply.
- Custom agent
Run a daily SEO article campaign
An agent researches keywords, publishes one SEO article daily and refreshes articles every two weeks using Search Console and Ahrefs data.
4 accounts
Automate event social posting across platforms
Claude Code connected social channels to drive event registrations, working well on Twitter and Reddit and somewhat on LinkedIn.
Find local business leads and send personalized cold emails
An n8n agent scrapes Google Maps for businesses, enriches leads with Owler and Apollo, writes personalized cold emails and logs leads in Google Sheets.
2 accounts
Send daily trending social posts as content references
An OpenClaw agent uses a social data API to send the author a morning digest of trending posts across X, Threads and LinkedIn to inform their own content.
Research prospects before pitching them
A Lindy agent built for a side project researched a prospective resort, found a PR risk and avoided pitching it.
Send a daily competitor ad research report to Slack
@cjfeth's Manus automation mines target avatar data, scrapes competitor ad libraries, benchmarks them and sends a report of underserved areas to Slack.
Follow an account and comment on LinkedIn
Comet followed the Perplexity CEO on LinkedIn, found a specific post and commented on it in one attempt.
Find local businesses without websites as leads
Hermes spawned sub-agents per area to scrape Northwest London plumbers lacking websites, filtered them, and returned three qualified leads with pitch angles.
Find and score leads from social post engagers
A Cowork agent scrapes LinkedIn post engagers via Apify, enriches via Apollo, scores them against an ideal customer, and drafts outreach for the best fits.
Build scored sales lead profiles and outreach drafts
The author built a pipeline with Gemini Deep Research, NotebookLM and Sheets that produces a scored lead profile and outreach draft in under 20 minutes, tested on three companies.
Set up Google Ads campaigns through the UI
A non-engineer PM had Claude in Chrome operate Google Ads to create four US English campaigns with headlines and copy; a short test showed a strong conversion rate.
Flag churn and expansion signals and draft support replies
Healthie's Zapier agent checks CRM and support tools weekly for churn or expansion signals and posts a summary in Slack; Erewhon drafts personalized support replies.
- Custom agent
Book and reschedule patient appointments by phone and chat
AI agents handle booking, rescheduling and cancelling across phone, text and web chat for clinics, including after-hours calls.
4 accounts
Run marketing operations with a team of subagents
A CMO agent reads the weekly plan and spawns specialist subagents like a social media marketer and performance reviewer; the social agent double-posted to Reddit in week one.
Answer real estate calls with a voice agent
A builder made an ElevenLabs and n8n voice agent for a real estate firm that answers calls, collects budget and location, and feeds an automated workflow.
Run SDR outreach with an OpenClaw agent
An OpenClaw agent researches prospects, writes personalized cold emails, sends scheduled follow-ups and logs interactions to HubSpot.
Run lead research, support and content with agents
A yacht-software CEO runs 20-30 Lindy agents that research leads, personalize outreach, support users and create and schedule marketing content.
Create a marketing plan and deploy it as a website
A marketer had Manus produce a marketing plan with personas and HubSpot CRM steps, then build and deploy it as a website.
Scrape startup directories for leads in parallel
The author used Comet to spawn multiple agents scraping ProductHunt for cold leads who could benefit from Reddit marketing.
Grow an email list with agent-run cold outreach
Drew Carr used Hermes agents for daily cold outreach and community comments, with email verification and LLM fit checks, reaching 1,000 subscribers in about 80 days.
Repurpose customer interviews into posts and newsletter copy
A reusable Cowork skill turns one customer interview into a blog post, LinkedIn update and newsletter paragraph, with human review at each stage.
Resolve bank customer chats with an AI chatbot
Commerzbank's Bene chatbot, now on Gemini, handles over two million chats and resolves 70% of inquiries.
- Custom agent
Prospect, score leads and run outbound email sequences
An agent scans Apollo.io and job boards twice daily for ICP-matching prospects, scores leads, writes 3-email sequences with Claude, sends follow-ups, and pauses on replies with human approval.
3 accounts
Run brand marketing end to end and publish to social
A tool lets Claude Code scrape competitors, generate and edit images and videos, and publish to Instagram, TikTok, LinkedIn, X and Reddit; one video reportedly hit 5.3M views.
Qualify website visitors and book calls automatically
A builder made an n8n booking agent that chats with website visitors, qualifies them, and books call slots around the clock without humans.
Find and vet ICP leads and plan outreach
An OpenClaw agent uses a CRM, Sales Navigator, Hunter.io and BrightData to find profiles matching the ICP, vet them and plan cold outreach campaigns.
Build support, calling and content agents for small teams
A solo founder delivers Lindy-based chat support, inbound/outbound calling, content repurposing and negotiation agents to small-team clients.
Find outperforming YouTube videos and newsletter advertisers
Manus browsed YouTube for videos outperforming their channel size and identified 20 companies advertising in AI newsletters with contact details, then was set up for scheduled research runs.
Run marketing prospecting and SEO research
Comet found growth-signal e-commerce companies, built contact lists with Gmail drafts, mined Reddit for SEO questions, and audited a checkout flow.
- Custom agent
Resolve customer support tickets autonomously
The author built an autonomous support agent for a three-person team facing 847 waiting customers, reporting 500+ tickets a day and a 94% resolution rate (self-reported).
2 accounts
Audit ad accounts across six platforms
A Claude Code skill runs parallel subagents performing 190 audit checks across ad platforms and produces a prioritized action plan.
Manage customer enquiries from Telegram
An n8n system captures email and form enquiries, creates tasks, and lets the owner reply via Telegram while the AI sends emails and updates status.
Run social, SEO and content marketing with an agent
The author ran OpenClaw for four weeks with cron jobs, Telegram and MCP tools; one agent analyzed engagement and advised moving focus from X to Bluesky.
Summarize demos and draft follow-ups for sales
A sales team launched a Lindy agent that summarizes demo calls for HubSpot, drafts follow-ups, schedules calls and recommends proposals, saving 5+ hours a week.
Research dentist offices and build an outreach CRM
Manus found 40+ Los Angeles dental offices with contact details across directories, then built a CRM app with dashboard, profiles and notes.
- Custom agent
Build a full ad campaign from a client's website
An agent scraped a client's site, built a multilingual ad campaign with keywords, copy and tracking plan, and flagged a conversion problem.
2 accounts
Run marketing campaigns, SEO and content with agents
The author built 18 open-source marketing agents for Claude Code covering campaigns, SEO, content and social posting.
Run full-stack SEO with an n8n agent
An n8n agent analyzes GA4, rank and SERP data, tracks competitor keywords, rewrites articles and saves performance reports.
Schedule social videos and posts through an agent
Users relay that their AI agent installed a scheduling skill, linked social accounts and scheduled about 100 videos; these are vendor-relayed testimonials.
Run social listening and publish customer-milestone posts
An enterprise client uses Lindy agents to scrape customers, monitor social and G2, draft milestone posts, build content calendars and publish.
- Custom agent
Monitor Reddit, draft replies and schedule posts
A commenter built a personal Claude agent acting as social media manager that monitors Reddit, drafts replies, and schedules posts.
2 accounts
Research and draft cold outreach with Claude Code
Claude Code handles research and drafting for cold outreach while a separate platform sends at scale.
Turn a business website into a WhatsApp support agent
An n8n workflow scrapes a website into a knowledge base, answers customer questions on WhatsApp and converts inquiries into booked calls.
Run marketing research and copywriting drafts with agents
The author built OpenClaw-style agents for research, content structure and first-draft copy; research saved 2-3 hours a week and agents needed oversight.
- Custom agent
Find weak-web-presence businesses and pitch them with personalized outreach
Six agents find businesses with weak online presence, write personalized outreach, and produce scripts, voiceovers and talking-head videos to sell web services.
2 accounts
Check prospect fit and write cold email openers
Claude Code automates checking whether companies fit the target and creates personalized openers, saving manual prospect checking.
Auto-resolve support tickets and escalate the rest
An n8n agent looks up the knowledge base and order history, replies by email or escalates to Slack with a draft; billing and security go to humans.
- Custom agent
Answer customer questions and escalate to humans
Built an agent that answers product and pricing questions, handles follow-ups, gives payment details, notifies admins of payment proof and hands off to humans via a dashboard.
Automate lead research, CRM updates and enrichment
Claude Code handles repetitive prospecting-adjacent workflows like lead research, reporting, CRM updates and enrichment.
Alert AI agencies to businesses with bad reviews as leads
n8n agents notify automation agencies when a business receives bad reviews so they can call first and offer a damage-control tool.
- Custom agent
Run a client's Facebook ad account
An AI agent handles setup, optimization and performance for a client's Facebook ad account, which the poster says beats his manual work.
Qualify scraped leads and write personalized openers
Claude Code researches company news for icebreakers, qualifies leads from scraped lists and writes personalized opener variations.
Find prospects and summarize business opportunities for sales
Multi-agent n8n workflow finds company URLs, scrapes prospect websites and summarizes opportunities that sales teams can use to tailor outreach.
- Custom agent
Write, schedule and track social posts daily
An agent writes a business's social posts, schedules them daily and tracks performance without manual input.
Find and clean leads for recruiting outreach
A recruiting agency owner uses Claude to find leads; a commenter uses it to clean messy data and draft personalized outreach that gets replies.
Find Reddit leads for a website and email them
An n8n workflow takes a website URL, works out industry and keywords, monitors Reddit for relevant posts and emails potential leads to the user.
- Custom agent
Draft daily niche-news posts for four social platforms
An agent scans niche news, picks a story, writes posts for LinkedIn, X, Instagram and Facebook, makes images, and emails drafts each morning.
Run outbound sales workflows with Claude Code
Four workflows cover pre-call research, event attendee scraping, a daily hot-leads digest, and post-call CRM updates and follow-up drafts.
Run 24/7 WhatsApp support and track application status
A consulting firm used n8n multi-agent workflows to answer WhatsApp questions, collect information, parse uploaded documents and notify clients of status.
- Custom agent
Handle sales and support calls with a voice agent
A team deployed an AI voice agent for after-hours calls, FAQs and order status, capturing structured call data for CRM and support systems.
Work helpdesk tickets with Claude Code and custom GPTs
Support admins built CLIs and skills for Confluence, Jira and Zendesk with Claude Code, and used a custom GPT to draft ticket answers that had to be pasted back manually.
- Custom agent
Answer home-service customer calls and text the owner
A voice agent answers calls for home-service businesses, records caller details and request, and texts the owner a status.
Build prospect lists and cold emails from the web
Claude Code driving the author's logged-in Chrome read seed pages and LinkedIn profiles to find 25-30 sourced prospects; about 20 emails sent drew 7 replies.
- Custom agent
Fix Shopify SEO and find ad waste with a Claude agent
A Claude-based agent analyzed a Shopify store, fixed SEO issues raising the score to 95, found ad waste, tested ideas and checked AI visibility.
Rewrite low-CTR meta titles and audit sites for SEO
An SEO agency tests Claude Code with a CMS API and Search Console to rewrite meta tags for low-CTR pages, push changes, and audit robots.txt, sitemaps and structured data.
- Custom agent
Build a paid ad campaign from scraped brand and competitor data
An agent scraped a jewelry brand's site for SKUs and social media for buying patterns, analyzed competitor ads, and generated a paid campaign with image and video concepts.
Audit a blog's SEO with a browser
A developer used Claude Code with Puppeteer MCP to browse their blog, check meta tags, speed, structured data and mobile views, and write a report that caught a noindex issue.
- Custom agent
Generate customer-service agents from a URL that book appointments
A platform builds website and WhatsApp support agents that answer questions and book Google Calendar appointments, plus an autopilot that scrapes Google Maps and preps outreach with demo bots.
Generate ad variations and pull campaign data for growth marketing
Anthropic's growth marketing team used Claude Code to flag underperforming ads from a CSV and generate hundreds of Google Ads variations, plus a Figma plugin and Meta Ads MCP server.
- Custom agent
Cover support calls 24/7 with a voice agent
Robin Delta built a voice agent that answers support calls around the clock, resolves tier-1 issues or escalates, and books appointments.
Triage support tickets and draft replies
A Claude Code skill builds scripts against support, billing and database APIs to list and triage tickets, gather billing context, draft replies, and run refunds and cancellations.
- Custom agent
Email daily deal briefs from Zillow listings to real estate agents
A Zillow scraper feeds Claude to produce daily briefs on new listings, price cuts and outreach scripts, emailed to 47 paying real estate agents.
- Custom agent
Schedule social posts through an AI agent
A commenter ingests social content with Obsei and posts across networks via getlate.dev with an AI agent, except Reddit.
- Custom agent
Qualify real estate leads and book viewings
An AI assistant qualifies leads on Telegram, matches listings, books viewings from calendars, and logs to the CRM.
- Custom agent
Generate structured company research reports
Dharmesh's Company Research agent pulls firmographics, executives, traffic, search marketing data and G2 reviews into a structured report on any company.
- Custom agent
Answer tenant and rental prospect questions with AI
A commenter says AI tools handle most tenant questions, prospect inquiries and document preparation, handing harder cases to a human.
- Custom agent
Answer renter questions and schedule tours
EliseAI's leasing agent inside Zillow Rentals listings answers renter questions and schedules tours for multifamily partners.
- Custom agent
Sell services through an agent that takes payment and delivers
An agent runs a transaction flow, creates Stripe checkout links, verifies payment before delivering a service, and asks the owner on Telegram to approve refunds or disputes.
- Custom agent
Answer business phone calls with a voice agent
Small-business owners use AgentVoice agents to take customer calls, update records, send emails, log to HubSpot, filter spam and transfer real customers to staff.
- Custom agent
Run an autonomous loop that builds SEO pages and tools
An agent loop reading a revenue dashboard ran 365 cycles, generating 394 interlinked SEO pages and a webhook inspection tool with landing page, docs and drafted outreach.
- Custom agent
Speed up support ticket research and triage
A ClickUp support engineer built a system cutting per-ticket research from 15 to 4 minutes across 5,000+ monthly tickets; Mercari handles first replies for 97% of tickets.