https://aiteamguide.com/use-cases/Real things people do with AI agents, summarised and credited to the original post.en-usWed, 21 Oct 2026 16:00:00 GMT https://www.zendesk.com/customer/envato/aiteamguide-uc-033Wed, 21 Oct 2026 16:00:00 GMTCustomer support agentsEnvato uses Zendesk AI agents to resolve more than 45% of inquiries automatically for its 2 million+ users, cutting first response time by 98%. Source: Zendesk (customer story), 2026-08-04. More: https://aiteamguide.com/agents/zendesk/#use-cases https://aimarketingfoundry.com/blog/manus-ai-client-analysisaiteamguide-uc-020Wed, 21 Oct 2026 16:00:00 GMTResearch agentsA marketing consultant gave Manus three competitor URLs and asked it to find two more; about 18 minutes later it returned an 11-page analysis with positioning, public pricing and a comparison table. Source: AI Marketing Foundry, 2026-06-18. More: https://aiteamguide.com/agents/manus/#use-cases https://www.tidio.com/customers/burker/aiteamguide-uc-031Wed, 21 Oct 2026 16:00:00 GMTCustomer support agentsWatch brand Burker put Lyro on its website and Instagram as the first line of support; during an April sale it handled 10,000 conversations with a resolution rate near 80%. Source: Tidio (customer story), 2026-05-20. More: https://aiteamguide.com/agents/tidio/#use-cases https://blog.danielvaughan.com/i-ran-gemma-4-as-a-local-model-in-codex-cli-7fda754dc0d4aiteamguide-uc-006Wed, 21 Oct 2026 16:00:00 GMTCoding agentsA developer ran Google's open Gemma 4 model locally inside Codex CLI and wrote up how a coding agent performs without a cloud model. Source: Daniel Vaughan (blog), via Hacker News, 2026-04-12. More: https://aiteamguide.com/agents/codex/#use-cases https://www.getlyro.ai/customers/your-kayaaiteamguide-uc-030Wed, 21 Oct 2026 16:00:00 GMTCustomer support agentsPolish personal-care store Your KAYA moved from Gorgias to Tidio in under 14 days; Lyro now answers 75% of tickets in Polish and English from a 330-article knowledge base. Source: Tidio (customer story), 2026-03-27. More: https://aiteamguide.com/agents/tidio/#use-cases https://codenote.net/en/posts/claude-in-chrome-browser-automation-hands-on/aiteamguide-uc-017Wed, 21 Oct 2026 16:00:00 GMTBrowser & computer-use agentsA developer uses Claude in Chrome for logged-in web chores: grouping and renaming Google Drive spreadsheets, pulling attendee lists out of Calendar events and summarizing open articles and PDFs. Source: codenote.net, 2026-02-25. More: https://aiteamguide.com/agents/claude-chrome/#use-cases https://www.makeuseof.com/perplexity-comet-review-after-7-months/aiteamguide-uc-015Wed, 21 Oct 2026 16:00:00 GMTBrowser & computer-use agentsA tech writer says that after seven months Comet handles about 70% of their daily browsing, from clearing a Gmail spam folder to adding an Amazon product to the cart under set conditions; banking stays in another browser. Source: MakeUseOf, 2026-02-24. More: https://aiteamguide.com/agents/comet/#use-cases https://boristane.com/blog/how-i-use-claude-code/aiteamguide-uc-002Wed, 21 Oct 2026 16:00:00 GMTCoding agentsA developer explains his routine of having Claude Code write a plan first, reviewing it, and only then letting it implement, keeping planning and execution separate. Source: Boris Tane (blog), via Hacker News, 2026-02-22. More: https://aiteamguide.com/agents/claude-code/#use-cases https://elevenlabs.io/blog/klarnaaiteamguide-uc-037Wed, 21 Oct 2026 16:00:00 GMTVoice & phone agentsKlarna runs a voice agent built on ElevenLabs as the first line of US phone support, resolving eligible calls up to 10x faster. Source: ElevenLabs blog, 2026-02-11. More: https://aiteamguide.com/agents/elevenlabs/#use-cases https://elevenlabs.io/blog/revolutaiteamguide-uc-040Wed, 21 Oct 2026 16:00:00 GMTVoice & phone agentsRevolut chose ElevenLabs Agents as first-line voice support for customers. Source: ElevenLabs blog, 2026-01-28. More: https://aiteamguide.com/agents/elevenlabs/#use-cases https://news.ycombinator.com/item?id=46483550aiteamguide-uc-016Wed, 21 Oct 2026 16:00:00 GMTBrowser & computer-use agentsA developer built Comet MCP so Claude Code can hand click-through website chores (like generating a key in App Store Connect) to the Comet browser instead of stopping to ask. Source: Hacker News (Show HN), 2026-01-04. More: https://aiteamguide.com/agents/comet/#use-cases https://elevenlabs.io/blog/freedom-foreveraiteamguide-uc-039Wed, 21 Oct 2026 16:00:00 GMTVoice & phone agentsSolar installer Freedom Forever uses ElevenLabs Agents for inbound customer calls and says it cut support costs by 90%. Source: ElevenLabs blog, 2025-12-18. More: https://aiteamguide.com/agents/elevenlabs/#use-cases https://simonwillison.net/2025/Dec/15/porting-justhtml/aiteamguide-uc-005Wed, 21 Oct 2026 16:00:00 GMTCoding agentsSimon Willison used Codex CLI to port the JustHTML HTML5 parser from Python to JavaScript in about 4.5 hours, using the existing html5lib test suite to check the agent's work. Source: Simon Willison's Weblog, 2025-12-15. More: https://aiteamguide.com/agents/codex/#use-cases https://contra.com/p/mFrqUr6k-built-an-ai-voice-agent-using-retell-ai-for-a-residential-esaiteamguide-uc-041Wed, 21 Oct 2026 16:00:00 GMTVoice & phone agentsA freelance automation builder made a Retell AI voice agent for a residential estate agency that answers after-hours calls and shares property details from the agency's listings. Source: Contra (portfolio), 2025-10-16. More: https://aiteamguide.com/reviews/retell/#use-cases https://blog.rchase.com/i-played-1-000-hands-of-online-poker-and-built-a-web-app-with-cursor-ai/aiteamguide-uc-007Wed, 21 Oct 2026 16:00:00 GMTCoding agentsA beginner poker player went from small Python scripts that export his hand histories to a full Laravel web app for reviewing hands, built with help from Cursor. Source: Reilly Chase (blog), 2025-10-08. More: https://aiteamguide.com/agents/cursor/#use-cases https://www.tidio.com/blog/nsi-nails-case-study/aiteamguide-uc-032Wed, 21 Oct 2026 16:00:00 GMTCustomer support agentsNSI Australia, a family-owned beauty and nail supply company with a single support operator, uses Lyro on its website and Facebook; it resolves 62% of inquiries. Source: Tidio blog (case study), 2025-10-03. More: https://aiteamguide.com/agents/tidio/#use-cases https://dmitrybrant.com/2025/09/07/using-claude-code-to-modernize-a-25-year-old-kernel-driveraiteamguide-uc-001Wed, 21 Oct 2026 16:00:00 GMTCoding agentsA data-recovery hobbyist used Claude Code to update the 25-year-old Linux ftape driver so his 1990s QIC-80 tape drive can work with a modern kernel instead of an ancient CentOS install. Source: Dmitry Brant (blog), 2025-09-07. More: https://aiteamguide.com/agents/claude-code/#use-cases https://www.sanity.io/blog/first-attempt-will-be-95-garbageaiteamguide-uc-003Wed, 21 Oct 2026 16:00:00 GMTCoding agentsA staff engineer at Sanity describes expecting Claude Code's first attempt to be mostly wrong, and how iterating with context turned it into an everyday tool. Source: Sanity blog, 2025-09-02. More: https://aiteamguide.com/agents/claude-code/#use-cases https://semgrep.dev/blog/2025/finding-vulnerabilities-in-modern-web-apps-using-claude-code-and-openai-codex/aiteamguide-uc-004Wed, 21 Oct 2026 16:00:00 GMTCoding agentsSemgrep's security researchers had Claude Code and OpenAI Codex hunt for vulnerabilities in real Python web apps: both found real bugs (about 20 high-severity), but more than 80% of what they flagged were false positives. Source: Semgrep blog, 2025-09-02. More: https://aiteamguide.com/agents/claude-code/#use-cases https://www.gorgias.com/customers/orthofeetaiteamguide-uc-028Wed, 21 Oct 2026 16:00:00 GMTCustomer support agentsOrthofeet automated 56% of support tickets in under two months with Gorgias, cutting email first-response time from 24 hours to 35 seconds. Source: Gorgias (customer story), 2025-08-07. More: https://aiteamguide.com/agents/gorgias/#use-cases https://elevenlabs.io/blog/ally-solutionsaiteamguide-uc-038Wed, 21 Oct 2026 16:00:00 GMTVoice & phone agentsAlly Solutions, an IT service provider, automated 92% of inbound IT-support calls with ElevenLabs Agents. Source: ElevenLabs blog, 2025-08-01. More: https://aiteamguide.com/agents/elevenlabs/#use-cases https://www.forbes.com/sites/iainmartin/2025/07/23/vibe-coding-turned-this-swedish-ai-unicorn-into-the-fastest-growing-software-startup-ever/aiteamguide-uc-014Wed, 21 Oct 2026 16:00:00 GMTCoding agentsFounder Jaleel Miles built Quicktables, a restaurant management startup, on Lovable in two months, according to Forbes. Source: Forbes, 2025-07-23. More: https://aiteamguide.com/agents/lovable/#use-cases https://austen.info/blog/github-copilot-agent-mcp/aiteamguide-uc-010Wed, 21 Oct 2026 16:00:00 GMTCoding agentsA developer shares the VS Code setup he uses to run GitHub Copilot's agent mode with MCP servers, custom instructions and reusable prompts so it can work through tasks with little intervention. Source: Austen Stone (blog), via Hacker News, 2025-06-30. More: https://aiteamguide.com/agents/github-copilot/#use-cases https://www.gorgias.com/customers/cocoricoaiteamguide-uc-027Wed, 21 Oct 2026 16:00:00 GMTCustomer support agentsFrench apparel brand Cocorico, whose support team stops at 2 PM, uses Gorgias AI Agent for 24/7 replies and automated 48% of tickets within three months. Source: Gorgias (customer story), 2025-06-06. More: https://aiteamguide.com/agents/gorgias/#use-cases https://www.zendesk.co.uk/customer/hozelock/aiteamguide-uc-034Wed, 21 Oct 2026 16:00:00 GMTCustomer support agentsGarden-products maker Hozelock moved from email-only support to messaging with Zendesk AI agents and automated 65% of enquiries in under a year. Source: Zendesk (customer story), 2025-06-06. More: https://aiteamguide.com/agents/zendesk/#use-cases https://www.adithyan.io/blog/writing-cursor-rules-with-a-cursor-ruleaiteamguide-uc-008Wed, 21 Oct 2026 16:00:00 GMTCoding agentsA developer wrote a Cursor rule whose job is to write other Cursor rules, so project conventions get saved as reusable instructions for the agent. Source: Adithyan (blog), via Hacker News, 2025-04-11. More: https://aiteamguide.com/agents/cursor/#use-cases https://www.washingtonpost.com/technology/2025/02/07/openai-operator-ai-agent-chatgpt/aiteamguide-uc-019Wed, 21 Oct 2026 16:00:00 GMTBrowser & computer-use agentsA Washington Post tech columnist let OpenAI's Operator agent run his errands; among the lessons, it spent $31 on a dozen eggs. Source: The Washington Post, 2025-02-07. More: https://aiteamguide.com/agents/chatgpt/#use-cases https://old.reddit.com/r/ChatGPT/comments/1i8gg78/just_used_chatgpt_operator_to_book_a_flight/aiteamguide-uc-018Wed, 21 Oct 2026 16:00:00 GMTBrowser & computer-use agentsA Reddit user reported having ChatGPT's Operator agent find and book a flight for them. Source: r/ChatGPT, via Hacker News, 2025-01-24. More: https://aiteamguide.com/agents/chatgpt/#use-cases https://www.answer.ai/posts/2025-01-08-devin.htmlaiteamguide-uc-009Wed, 21 Oct 2026 16:00:00 GMTCoding agentsAnswer.AI gave Devin 20 real tasks over a month: 3 succeeded, 14 failed and 3 were inconclusive, and simple-looking tasks often took days. Source: Answer.AI, 2025-01-08. More: https://aiteamguide.com/agents/devin/#use-cases https://lovable.dev/blog/how-sabrine-matos-built-plinqaiteamguide-uc-012Wed, 21 Oct 2026 16:00:00 GMTCoding agentsGrowth marketer Sabrine Matos, a first-time founder without an engineering background, built Plinq, a women's-safety background-check app in Brazil, with Lovable in 45 days. Source: Lovable blog (customer story), 2025. More: https://aiteamguide.com/agents/lovable/#use-cases https://lovable.dev/blog/lumoo-ai-fashion-platformaiteamguide-uc-013Wed, 21 Oct 2026 16:00:00 GMTCoding agentsTwo Swedish founders built Lumoo, an AI content platform for fashion brands with virtual try-on and B2B sales tools, on Lovable; customers include Gant. Source: Lovable blog (customer story), 2025. More: https://aiteamguide.com/agents/lovable/#use-cases https://news.ycombinator.com/item?id=41479840aiteamguide-uc-011Wed, 21 Oct 2026 16:00:00 GMTCoding agentsA maker built ASCII Cam, a web app that turns your webcam feed into ASCII art, with Replit Agent and published it on Replit. Source: Hacker News (Show HN), 2024-09-08. More: https://aiteamguide.com/agents/replit/#use-cases https://www.gorgias.com/customers/love-in-faithaiteamguide-uc-029Wed, 21 Oct 2026 16:00:00 GMTCustomer support agentsOnline store Love in Faith uses Gorgias AI Agent mainly for fast pre-purchase answers; it resolves 28% of tickets in about a minute. Source: Gorgias (customer story), 2024-05-14. More: https://aiteamguide.com/agents/gorgias/#use-cases https://aisdr.com/case-study-xcela/aiteamguide-uc-021Wed, 21 Oct 2026 16:00:00 GMTSales & SDR agentsXcela booked 7 meetings from 400 cold leads in its first weeks of running outbound with AiSDR. Source: AiSDR (case study). More: https://aiteamguide.com/agents/aisdr/#use-cases https://www.11x.ai/case-study/questexaiteamguide-uc-022Wed, 21 Oct 2026 16:00:00 GMTSales & SDR agentsQuestex says 11x doubled its qualified outbound meetings and generated $1M+ of pipeline in its first three months. Source: 11x (case study). More: https://aiteamguide.com/agents/11x/#use-cases https://www.11x.ai/case-study/mappedaiteamguide-uc-023Wed, 21 Oct 2026 16:00:00 GMTSales & SDR agentsMapped says it booked a month's worth of meetings every week with 11x and grew pipeline by 75%. Source: 11x (case study). More: https://aiteamguide.com/agents/11x/#use-cases https://fin.ai/customers/roadaiteamguide-uc-024Wed, 21 Oct 2026 16:00:00 GMTCustomer support agentsRoad, a software company with a 20-person support team, uses Fin to resolve 63% of the conversations it handles; open queries at the start of the day fell from about 700 to under 200. Source: Intercom Fin (customer story). More: https://aiteamguide.com/agents/fin/#use-cases https://fin.ai/customers/jukeboxaiteamguide-uc-025Wed, 21 Oct 2026 16:00:00 GMTCustomer support agentsPrint-on-demand shop Jukebox has Fin answer order, delivery and cancellation questions in several languages, including late-night peaks like New Year's Eve; up to 65% are resolved without staff. Source: Intercom Fin (customer story). More: https://aiteamguide.com/agents/fin/#use-cases https://fin.ai/customers/homeworksaiteamguide-uc-026Wed, 21 Oct 2026 16:00:00 GMTCustomer support agentsHomeworks cut its help center from 550 to about 300 rewritten articles and connected Fin to Stripe so it can explain billing changes; Fin now resolves 85% of the conversations it handles. Source: Intercom Fin (customer story). More: https://aiteamguide.com/agents/fin/#use-cases https://www.hubspot.com/products/artificial-intelligence/case-studiesaiteamguide-uc-035Wed, 21 Oct 2026 16:00:00 GMTCustomer support agentsThe Knowledge Society, a small education business, says HubSpot's Customer Agent resolves 70–80% of its email tickets and cut time to close from over 16 hours to under 10. Source: HubSpot (customer stories). More: https://aiteamguide.com/agents/hubspot-customer-agent/#use-cases https://www.webs.nl/en/case-study/twelveaiteamguide-uc-036Wed, 21 Oct 2026 16:00:00 GMTCustomer support agentsOrdering and payments company Twelve moved from Zendesk to HubSpot and uses Customer Agent to answer 87.5% of service questions. Source: webs (HubSpot partner case study). More: https://aiteamguide.com/agents/hubspot-customer-agent/#use-cases https://elicit.com/customer-stories/microgendxaiteamguide-uc-042Wed, 21 Oct 2026 16:00:00 GMTResearch agentsClinical lab MicroGenDX uses Elicit across biostatistics, medical affairs and marketing, saving up to 4 hours per literature review. Source: Elicit (customer story). More: https://aiteamguide.com/agents/elicit/#use-cases https://elicit.com/customer-stories/oxford-pharmagenesisaiteamguide-uc-043Wed, 21 Oct 2026 16:00:00 GMTResearch agentsOxford PharmaGenesis used Elicit to run a rapid review of 40 questions across nearly 500 papers in under a week. Source: Elicit (customer story). More: https://aiteamguide.com/agents/elicit/#use-cases https://elicit.com/customer-stories/vdi-vdeaiteamguide-uc-044Wed, 21 Oct 2026 16:00:00 GMTResearch agentsVDI/VDE says Elicit helps it scale its systematic reviews 11x faster, covering far more papers per review. Source: Elicit (customer story). More: https://aiteamguide.com/agents/elicit/#use-cases https://www.fyxer.com/customer-stories/perfect-tedaiteamguide-uc-045Wed, 21 Oct 2026 16:00:00 GMTPersonal assistant agentsPerfectTed, a 45-person matcha brand, has Fyxer organize about 10,000 emails a week and capture 110 meeting summaries, saving roughly 175 team hours a week. Source: Fyxer (customer story). More: https://aiteamguide.com/agents/fyxer/#use-cases https://www.fyxer.com/customer-stories/exp-realtyaiteamguide-uc-046Wed, 21 Oct 2026 16:00:00 GMTPersonal assistant agentsAn eXp Realty agent who gets 400–500 emails a day says Fyxer saves him 5 to 10 hours a week on email admin. Source: Fyxer (customer story). More: https://aiteamguide.com/agents/fyxer/#use-cases https://www.fyxer.com/customer-stories/the-barcode-groupaiteamguide-uc-047Wed, 21 Oct 2026 16:00:00 GMTPersonal assistant agentsThe Barcode Group says its reps save 3+ hours every week with Fyxer. Source: Fyxer (customer story). More: https://aiteamguide.com/agents/fyxer/#use-cases https://reclaim.ai/customers/paperlikeaiteamguide-uc-048Wed, 21 Oct 2026 16:00:00 GMTPersonal assistant agentsPaperlike, a 21-person remote company, automated 50 recurring meetings with Reclaim and reports about 6 extra hours a week for focused work per person. Source: Reclaim (customer story). More: https://aiteamguide.com/agents/reclaim/#use-cases https://reclaim.ai/customers/quitcarbonaiteamguide-uc-049Wed, 21 Oct 2026 16:00:00 GMTPersonal assistant agentsQuitCarbon says each employee saves 4.1 hours a week with Reclaim's meeting automation. Source: Reclaim (customer story). More: https://aiteamguide.com/agents/reclaim/#use-cases