# EasilyData > Practical guides to AI autopilot and agentic AI for short-term and vacation rental operators on Guesty and Hostaway: guest messaging, housekeeping and staff operations, guest experience and upsells. EasilyData is a London data science team. It also builds Aeve (https://www.aeve.ai), an AI autopilot for guest operations that works with Guesty and Hostaway; guides that mention Aeve say so inline. ## Guides - [What an AI autopilot for short-term rentals actually does](https://www.easilydata.com/guides/what-is-an-ai-autopilot-for-short-term-rentals/): An AI autopilot, or AI agent, answers routine guest messages, sets up the tasks they lead to and hands the judgement calls to your team. Here's what that looks like on Guesty or Hostaway. - [Agentic AI for short-term rental operations: how AI agents handle a guest request from start to finish](https://www.easilydata.com/guides/agentic-ai-short-term-rental-operations/): What agentic AI means for vacation rental and short-term rental management, step by step. How an AI agent reads context, classifies the request against your policies, decides whether to reply, check or hand over, acts in your PMS and learns, and why 70 to 80% on autopilot is the sweet spot. - [AI guest messaging on Guesty: ReplyAI, Marketplace apps and how to choose](https://www.easilydata.com/guides/ai-guest-messaging-for-guesty/): Guesty includes ReplyAI for simple, repeated questions. Marketplace apps can take the wider guest operation onto autopilot. How to tell which one your portfolio needs. - [AI guest messaging on Hostaway: Auto-Reply, autopilot apps and what to pick](https://www.easilydata.com/guides/ai-guest-messaging-for-hostaway/): Hostaway's Auto-Reply answers simple, repeated guest questions. Autopilot apps in the Hostaway Marketplace run the tasks and upsells around them. A practical way to decide. - [How to choose an AI autopilot for your rental business](https://www.easilydata.com/guides/how-to-choose-an-ai-autopilot/): Ten questions to ask any AI guest messaging or autopilot vendor before you connect it to Guesty or Hostaway, from how they count automation to who does the set-up. - [Beyond the reply: automating housekeeping and maintenance tasks behind every stay](https://www.easilydata.com/guides/automating-guest-operations-tasks/): Many guest messages set off a job for someone else. How an AI autopilot turns those into briefed tasks for cleaners and maintenance, and keeps Guesty or Hostaway in sync. - [AI staff scheduling for short-term rentals: housekeeping, sick days and same-day changes](https://www.easilydata.com/guides/ai-staff-scheduling-short-term-rentals/): Scheduling tools plan the cleans. They don't adapt when a cleaner calls in sick or a guest asks to arrive early. How AI agents plan each person's day from your staff list, re-plan it in plain English, and keep guests and your PMS in sync. - [AI upselling for short-term rentals: early check-ins, late checkouts and gap nights](https://www.easilydata.com/guides/ai-upselling-short-term-rentals/): How an AI autopilot offers early check-in, late checkout, extra nights and extras inside the guest conversation, only when the calendar allows, without pushing guests. - [AI automation rate for guest messaging: how to measure it, and what the numbers really mean](https://www.easilydata.com/guides/how-to-measure-ai-automation-rate/): Every AI guest messaging vendor quotes an automation rate, usually 70 to 90%, and almost none say how it's counted. A method you can run on 200 of your own guest requests, with a calculator to see what it's worth. - [Scoring every stay: a guest experience index for short-term rentals](https://www.easilydata.com/guides/guest-experience-index-short-term-rentals/): Review scores arrive late and hide what went wrong. How to score every stay from guest messages and reviews, separate service problems from property problems, and find the one fix that would save the most stays, by hand or with AI. - [Best AI guest messaging and autopilot software for short-term rentals, compared (2026)](https://www.easilydata.com/guides/ai-guest-messaging-software-compared/): An objective map of the AI guest messaging, autopilot and agentic AI market for vacation rental and short-term rental operators on Guesty and Hostaway. Built-in PMS AI, add-on autopilots and build-your-own, with strengths, drawbacks and public pricing for each. - [Rolling out an AI autopilot across a large short-term rental portfolio: an enterprise playbook](https://www.easilydata.com/guides/rolling-out-ai-autopilot-large-portfolio/): How property management companies with hundreds or thousands of listings should trial and roll out AI guest messaging and agentic automation. Picking a slice, a shadow week, the two-week checks, multi-brand policies, and what to settle before you sign. - [How to build your own AI guest messaging autopilot on Guesty or Hostaway](https://www.easilydata.com/guides/build-your-own-ai-autopilot/): A practical tutorial for operators with developers. What data to pull from your PMS, how to wire webhooks to an LLM, the guardrails that keep it safe, what it costs to run, and where home-built systems usually stall. - [Why AI guest messaging goes wrong, and how to check yours](https://www.easilydata.com/guides/why-ai-guest-messaging-goes-wrong/): The hard parts of putting guest communication on AI. Inflated automation rates, mistakes that keep coming back, weak escalation, tone, voice agents, manipulation and the cost at scale, with a test you can run yourself. - [Guesty ReplyAI vs Hostaway AI Auto-Reply: the built-in AI compared (2026)](https://www.easilydata.com/guides/guesty-replyai-vs-hostaway-ai-auto-reply/): Both Guesty and Hostaway now ship AI that can reply to guests on its own. How ReplyAI Autopilot and Hostaway AI Auto-Reply differ on control, knowledge, tasks, pricing and evidence. - [HostAI is now Conduit: what changed, and the alternatives worth a look (2026)](https://www.easilydata.com/guides/hostai-conduit-alternatives/): HostAI rebranded to Conduit in 2025 and broadened beyond short-term rentals. Who Conduit suits now, what it costs, and the alternatives by portfolio size and PMS. - [Self-learning AI for short-term rentals: why keeping the AI up to date is the real job at scale](https://www.easilydata.com/guides/self-learning-ai-short-term-rentals/): Every AI guest messaging tool is only as good as what it knows about your properties, and that changes every week. What self-learning AI actually means, what it saves at 100+ properties, where it goes wrong, and how to test a vendor's claim. ## By PMS - [Guesty](https://www.easilydata.com/guesty/): Guides for operators running their portfolio on Guesty, from ReplyAI to agentic Marketplace apps that take guest messaging, housekeeping coordination and staff operations onto autopilot. - [Hostaway](https://www.easilydata.com/hostaway/): Guides for operators running their portfolio on Hostaway, from the built-in Auto-Reply to agentic Marketplace apps that take guest messaging, housekeeping coordination and staff operations onto autopilot. ## About - [About EasilyData](https://www.easilydata.com/about/)