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.

USE CASE - SOCIAL MEDIA

AI Ad Campaign Analysis

Running paid advertising campaigns across Google, Meta, LinkedIn, and other platforms means juggling multiple dashboards, comparing metrics in your head, and trying to spot which campaigns deserve more budget and which ones are bleeding money. Fazm cuts through all of that by opening your ad platforms, reading the performance data, and giving you a clear analysis with specific recommendations - all from a single command on your Mac.

Why Managing Ad Campaigns Is Still So Painful

If you advertise on more than one platform, your morning probably starts by logging into Google Ads to check yesterday's numbers, then switching to Meta Ads Manager to see how your Facebook and Instagram campaigns did, then opening LinkedIn Campaign Manager for B2B leads. Each platform has different terminology, different dashboards, and different ways of calculating the same metrics. By the time you have a full picture, an hour has passed.

Third-party ad management tools promise to centralize this, but they come with their own problems. They require API connections that break, they charge monthly fees based on ad spend, and they often lag behind the platforms in showing real-time data. When you need to make a quick decision about pausing a campaign or shifting budget, you end up going to the platform directly anyway.

Fazm skips the middleman entirely. It opens your ad platforms in the browser, reads the same dashboards you would read, and provides analysis in seconds. Because it interacts with the actual platform interface, it always has access to the latest data and every feature the platform offers. No API limits, no integration delays, no extra monthly cost.

Ad Campaign Tasks You Can Automate with Fazm

✓"Go to Google Ads and analyze our campaign performance"

✓"Check ad campaign performance and suggest optimizations"

✓"Compare ad spend across campaigns and identify winners"

✓"Pull last week's metrics from Meta Ads and Google Ads into a spreadsheet"

✓"Pause all campaigns with a CPA above $50"

✓"Check which ad creatives have the highest CTR"

✓"Create a weekly ad performance report for the team"

These are real prompts Fazm users give to manage their advertising. Press the hotkey, describe the analysis you need, and Fazm handles it.

How Fazm Analyzes Your Ad Campaigns

Tell Fazm what to analyze

Press the Fazm hotkey and say something like 'Check our Google Ads campaigns and tell me which ones to pause.' You can specify a platform, date range, metric focus, or ask for a cross-platform comparison.

Fazm navigates to your ad platforms

Fazm opens your browser (using your existing login sessions), navigates to the campaign dashboard, and reads through the performance data - impressions, clicks, CTR, conversions, CPC, ROAS, and whatever other metrics are available.

Identifies patterns and outliers

Fazm compares campaigns against each other, spots trends over time, and identifies outliers - campaigns with unusually high or low performance. It considers your spend efficiency, not just vanity metrics.

Delivers actionable recommendations

Fazm presents a clear summary with specific actions: increase budget on campaign X (best ROAS), pause campaign Y (high CPC, no conversions), and test new creative on campaign Z (declining CTR). You can then ask Fazm to execute any of these changes.

Real Ad Campaign Scenarios Where Fazm Delivers

The Monday morning performance review

You start the week wanting to know how your ads performed over the weekend. Instead of logging into three platforms, you tell Fazm: "Check our Google Ads and Meta Ads performance for the weekend and compare against last weekend." Fazm opens both platforms, pulls the numbers, and gives you a side-by-side comparison. It highlights that your Google search campaigns had a 20% higher conversion rate but Meta's retargeting campaign drove more total revenue. You know exactly where to focus your week.

Finding the budget drain

Your ad spend went up but conversions stayed flat. You tell Fazm: "Analyze all our active campaigns and find which ones are wasting money." Fazm checks every campaign, calculates cost per acquisition for each, and identifies two campaigns that are spending heavily with zero conversions in the last two weeks. It recommends pausing them immediately and reallocating the budget to your top performer. You confirm, and Fazm makes the changes right in the platform.

Creative performance audit

You have been running A/B tests on ad creatives and need to decide which to scale. You tell Fazm: "Check our Meta Ads and find which ad creatives have the best click-through rate and lowest cost per click." Fazm navigates to the ad set level, compares performance across each creative variant, and gives you a ranked list. It turns out the video ad outperforms static images by 3x in CTR, so you know exactly where to double down.

Why Fazm Beats Traditional Ad Management Tools

No API setup or monthly fees

Fazm reads your ad platforms through the browser. No API keys to configure, no third-party accounts to create, and no extra monthly charges based on your ad spend.

Cross-platform analysis

Compare Google Ads against Meta Ads against LinkedIn Ads in a single analysis. Fazm pulls data from all platforms and gives you one unified picture instead of separate siloed reports.

Analysis plus execution

Unlike reporting tools that only show you data, Fazm can also take action - pausing campaigns, adjusting budgets, and modifying targeting right in the platform after you approve the changes.

Frequently Asked Questions

Which advertising platforms does Fazm work with?

Fazm works with any ad platform you can access in a browser on your Mac - Google Ads, Meta Ads Manager, LinkedIn Campaign Manager, Twitter Ads, TikTok Ads, Microsoft Advertising, and any other platform. It reads the actual interface, so no API integration is needed.

Can Fazm make changes to my campaigns automatically?

Fazm can adjust budgets, pause underperforming ads, and modify targeting settings on ad platforms. It always pauses for your confirmation before making changes so you stay in control of your ad spend.

How does Fazm compare to dedicated ad management tools?

Unlike tools that require API connections and only work with specific platforms, Fazm works with any ad platform through the browser. It can also cross-reference data across platforms - comparing your Google Ads performance against Meta Ads in a single analysis.

Can Fazm generate ad performance reports?

Yes. Fazm can pull performance data from your ad platforms, organize it into a spreadsheet or document, and create a summary with key metrics, trends, and recommendations. It can also email the report to your team.

Is my advertising data secure with Fazm?

Fazm runs entirely on your Mac and accesses ad platforms through your existing browser sessions. Your campaign data, spend information, and analytics never leave your machine or get sent to external servers.

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