How much time will I actually save with Fazm?

Most users report saving 45-90 minutes per day on repetitive tasks. The biggest time savings come from email management (drafting replies, sorting, archiving), form filling (expense reports, CRM updates, applications), research (comparing products, gathering data from multiple sites), and social media (cross-posting, scheduling, replying). For example, booking a flight that normally takes 10 minutes of clicking through airline sites takes a single voice command with Fazm. Filing an expense report that requires opening a PDF, extracting numbers, and entering them into a spreadsheet becomes one spoken sentence. The more repetitive and multi-step your daily work is, the more time you get back.

What exactly can Fazm control?

Fazm controls everything you can do manually on your Mac. That includes mouse movements and clicks, keyboard typing, browser navigation and form filling, app switching, file management in Finder, and system-level actions. It uses direct browser DOM control for web interactions - meaning it reads and manipulates the actual page structure rather than taking screenshots and guessing where to click. For native macOS apps, Fazm uses accessibility APIs to interact with buttons, menus, text fields, and other UI elements. This works across any application: Chrome, Safari, VS Code, Slack, Figma, Terminal, Mail, Calendar, and more.

How is Fazm different from ChatGPT or Claude?

Chatbots like ChatGPT and Claude give you answers in a conversation window. Fazm takes action directly on your computer. When you say 'reply to Sarah's email,' Fazm opens your email app, finds Sarah's message, writes a contextual reply, and sends it. A chatbot would tell you what to write, but you still have to do all the clicking and typing yourself. Fazm moves your mouse, types on your keyboard, clicks buttons, and navigates between apps. It is a computer agent, not a chat assistant.

How does the memory layer work?

Fazm builds a personal knowledge graph by extracting information from your files, browsing history, conversations, and daily activity. Over time, it learns your contacts (names, emails, relationships), accounts and credentials, preferences (formatting, tone, scheduling habits), and frequently used workflows. In your first week, you might say 'Reply to Sarah's email, she's my cofounder, her email is sarah@acme.com.' By week four, you just say 'Reply to Sarah' because Fazm already knows who she is. By week eight, Fazm can draft the reply before you even ask. All of this data stays locally on your Mac - your knowledge graph never leaves your machine or gets sent to any cloud service.

Is Fazm safe? Can it mess up my computer?

Safety is built into every layer of Fazm. You watch every action in real-time on your screen - Fazm moves your mouse and types visibly, so there is nothing hidden. You can stop any action at any point by pressing a keyboard shortcut. Fazm also shows you what it plans to do before executing destructive actions like deleting files or sending emails, giving you a chance to confirm or cancel. Because Fazm is open source, the code is fully auditable on GitHub. There is no hidden behavior, no background processes making changes you cannot see, and no actions that bypass your screen.

What platforms does Fazm support?

Fazm currently supports macOS, running natively on both Apple Silicon (M1, M2, M3, M4) and Intel Macs. It is built with Swift and uses macOS-specific frameworks like ScreenCaptureKit for screen analysis and Accessibility APIs for app control, which is why macOS is the primary platform. Windows and Linux support are on the roadmap but do not have release dates yet. You can also control your Mac remotely from your phone using Fazm Remote, which gives you voice access to your desktop while you are away from your computer.

How does Fazm voice input work?

One keyboard shortcut activates push-to-talk. Hold the key, speak naturally about what you need done, and release. Fazm transcribes your speech locally using on-device models, so there is no network latency for the voice recognition step. You do not need wake words like 'Hey Siri' or 'OK Google' - just press and talk. You can also type commands into the floating toolbar if you prefer text input. Fazm understands natural language, so you do not need to memorize specific commands. Say 'book me a flight to Tokyo next Thursday' or 'find the cheapest AirPods on Amazon' and Fazm figures out the steps.

Does Fazm work in languages other than English?

Yes. Fazm works in any language - English, Russian, Spanish, German, Japanese, and more. You can speak or type in your preferred language and Fazm will understand and act. Some of our most active users run their entire workday in Russian, issuing voice commands to manage Jira tickets, write Slack messages, and navigate internal tools. There is no language setting to configure - just speak or type naturally and Fazm handles it.

Is my data sent to the cloud?

Fazm processes screen analysis and memory entirely on your machine. The personal knowledge graph, file indexing, and screen capture all run locally. The only data that leaves your Mac is the intent - a text description of what you want to accomplish, which is sent to the AI model (Claude or GPT) for action planning. Your actual screen content, file contents, browsing history, and personal knowledge graph never leave your computer. Fazm is also open source, so you can verify exactly what data is transmitted by reading the code on GitHub. For users who need complete air-gapped operation, local model support is planned.

AI Accommodation Search - Find Airbnbs & Hotels with Specific Filters

Finding the right place to stay is the most time-consuming part of trip planning. You need a pet-friendly apartment with a kitchen, under $150 a night, in a neighborhood that is walkable to the city center. Airbnb's filters get you partway there, but then you spend an hour clicking into listings, reading reviews, checking the map, and realizing that half of them are actually 30 minutes from where you want to be. Fazm does this entire process for you, reading the actual listing details and reviews that filters alone cannot capture.

Why Accommodation Search Filters Are Not Enough

Every booking platform has filters, but filters only work on structured data. They can tell you a property allows pets, but not whether the "pet-friendly" listing has a tiny studio with no outdoor space. They can show you places under your budget, but not that the cheap ones have consistently bad reviews about cleanliness. They can filter by location, but "downtown" on Airbnb sometimes means a 20-minute walk from anything interesting.

The real information lives in the listing descriptions, the photo captions, and the reviews. That cozy-looking apartment with a 4.8 rating? The recent reviews mention construction noise from 7 AM to 5 PM. That "spacious" studio? The photos show a fold-out couch as the only sleeping option. You only discover these things by reading carefully, and with dozens of listings to compare, that reading takes hours.

Fazm reads everything. It scans descriptions, parses reviews for red flags, checks photo layouts, and cross-references location data with what is actually nearby. The result is a shortlist of properties that truly match what you are looking for, not just what the filter checkboxes say.

Real Prompts for Accommodation Search

"Find pet-friendly Airbnbs in Austin for next weekend under $150/night"

Fazm opens Airbnb, enters your dates and location, applies the pet-friendly filter, sets the price cap, and then reads through each listing to verify it genuinely accommodates pets with adequate space.

"Compare hotels near Times Square with free cancellation under $200"

Fazm searches Booking.com and Hotels.com, filters for free cancellation, and compares rates for the same properties across platforms to find the best deal.

"Find a beachfront villa in Tulum for 6 guests with a pool, December 20-27"

Fazm searches across Airbnb and VRBO, applies guest count and amenity filters, and shortlists properties that are genuinely beachfront rather than just 'near the beach.'

How Fazm Finds Your Perfect Stay

Describe your ideal accommodation

Give Fazm your destination, dates, budget, and any must-haves. Be as specific as you want - 'two bedrooms, washer/dryer, walkable to restaurants, no basement apartments.'

Fazm searches multiple platforms

Fazm opens Airbnb, Booking.com, VRBO, and other sites you specify. It applies filters, scrolls through results, and clicks into individual listings to read the full details.

Listings are vetted against your criteria

Fazm reads descriptions, checks photos, scans recent reviews for red flags, and verifies location accuracy. Properties that do not genuinely match your requirements are filtered out.

You receive a curated shortlist

Fazm presents the top options with pricing, ratings, key amenities, and a summary of what reviewers say. You pick your favorite and Fazm can help you book it.

What Fazm Checks That Filters Cannot

✓Recent review sentiment and red flags

✓Actual walking distance to attractions

✓Photo verification of listed amenities

✓Host response time and communication quality

✓Hidden fees revealed during checkout

✓Cancellation policy comparison across platforms

Cross-Platform Price Comparison

The same hotel room can cost different amounts on different booking platforms. A room that is $189 on Hotels.com might be $175 on Booking.com and $165 on the hotel's direct website. The difference compounds over a multi-night stay. But checking each platform manually, entering the same dates and room type each time, is tedious enough that most people just book on whichever site they searched first.

Fazm checks them all. It searches the same property across every major platform, compares the total cost including taxes and fees, notes differences in cancellation policies, and tells you exactly where to book for the best deal. For a week-long hotel stay, this comparison alone can save you $100 or more.

Frequently Asked Questions

Can Fazm search Airbnb with specific filters?

Yes. Fazm navigates Airbnb's interface and applies your exact filters - pet-friendly, budget range, number of bedrooms, amenities like a pool or workspace, and location preferences. It scrolls through results and reads listing details that the filter system might miss.

Does Fazm compare prices across hotel booking sites?

Fazm can check the same hotel across Booking.com, Hotels.com, Expedia, and the hotel's direct website to find where you get the best rate. It accounts for differences in cancellation policies and included amenities.

Can Fazm check review scores and read reviews?

Yes. Fazm reads review scores, highlights, and individual reviews on booking platforms. It can summarize what guests liked and disliked, helping you make a more informed choice without reading hundreds of reviews yourself.

Does Fazm work with vacation rental sites besides Airbnb?

Fazm works with any website visible on your Mac. Beyond Airbnb, it can search VRBO, Booking.com, Hotels.com, Hostelworld, or any other platform you would normally use.

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Find Your Perfect Stay in Minutes

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