Comparison

Muse from Meta vs FieldLab Research

Price, ratings, monetisation and update history for both apps, side by side — with what reviewers say about each.

Head to head
About

Muse from Meta

This AI agent handles tasks like managing your schedule, booking reservations, tracking expenses, and finding deals. It can also assist with small business goals and personal fitness plans, all with your approval before any action is taken.

Highlights
  • Personalized AI agent
  • Task and schedule management
  • Shopping and deal tracking
  • Financial management and expense tracking
  • Small business growth assistance
  • Customizable workout and meal plans
  • Voice mode with custom avatar
Features
Read full description

Muse is your personal AI agent that gets things done, always working on what matters to you. It manages email, books dinners, tracks budgets, and finds deals, with your approval. PERSONAL PRODUCTIVITY Muse takes the busywork off your plate. It manages scheduling conflicts, books reservations, sets reminders, and follows up with people, so birthdays, plans, and deadlines don't slip. Stay on top of your calendar, email, and daily tasks without carrying it all in your head. SHOPPING & DEALS Muse compares prices, tracks price drops, and alerts you the moment something you want goes on sale. AI-powered shopping that can actually buy on your behalf, with your OK. CONNECT YOUR APPS You decide what Muse can access. Link your email, calendar, Instagram, Facebook, health and fitness data, and finances. Approve actions before they happen. Muse gets smarter with every connection. GROW YOUR SMALL BUSINESS Give Muse a goal, like finding new customers or growing sales, and it gets it done. Connect your Instagram Business Account, Facebook Pages, and Meta ad accounts in a few clicks, and Muse understands your business: what you sell, what your brand sounds like, and what customers keep asking about. SAVE MONEY Muse helps you understand where your money is going. It tracks expenses, audits subscriptions, flags charges you forgot about, cancels what you don't need, and helps you hit a savings goal, checking with you before it cancels or spends. Get financial insights without the spreadsheet. HEALTH & FITNESS Muse is your AI fitness coach. It builds a custom workout or meal plan from data you choose to share, tracks calories and nutrition, monitors sleep and wellness, and adjusts your training day by day. Whether it's running, eating better, or building a habit, Muse coaches you through it. SHARE A TASK, START TO FINISH Hand Muse a whole job and it sees it through: the research, the comparisons, the back-and-forth, the bookings. Sell your car for more, negotiate a bill down, or plan and book a whole trip. A better result than you'd have managed alone. ALWAYS WORKING FOR YOU Muse keeps things moving after you close the app. It monitors, follows up, and sends a notification when something needs your attention, so nothing falls through the cracks. IN YOUR CONTROL Approve actions before they happen. Muse keeps a full activity log, and lets you revoke any connector anytime. DESIGN THE MUSE APP, JUST FOR YOU Describe what you want in chat, and Muse builds it for you: a tracker, a dashboard, a planner, a mood board, exactly the way you want it. Organize the Muse app around your routine: add spaces to your sidebar or main tabs and swap them out whenever you like. Name your Muse, shape how it communicates, and make it your own. VOICE MODE Talk to your custom avatar in real time, audio only or as a live animated video: it listens, reacts, and responds as you speak. Want a different voice? Just describe in chat, and that's how your Muse will sound. SMART, BUT STILL LEARNING Muse may be inaccurate or take unexpected actions, so check in to keep it on track and intervene as needed.

About

FieldLab Research

Easily collect structured field data directly from your mobile device. Create custom forms, gather observations on the go, and export your organized datasets. Designed for researchers, students, and field workers needing a simple, private way to manage real-world data.

Highlights
  • Mobile-first data collection
  • Customizable form builder
  • Structured observation saving
  • Offline data capture
  • CSV/JSON data export
  • Private, local data storage
Read full description

FieldLab makes it simple to collect structured field data directly from your iPhone or iPad. Create a project, build a custom form, collect data on the go, and export your dataset when you are ready. FieldLab is designed for students, researchers, field workers, educators, and anyone who needs a flexible way to organize real-world observations without fighting with spreadsheets, scattered notes, or complicated databases on a mobile device. Collecting structured data in the field should not feel like forcing a desktop workflow onto your phone. FieldLab gives you a simple mobile-first workspace for turning observations, notes, audits, interviews, and custom fieldwork into clean, organized, exportable data. KEY FEATURES Mobile-first field collection - Collect structured observations from your iPhone or iPad wherever your work happens. FieldLab is built for quick, practical data capture away from your desk. Simple project setup - Create projects in seconds. Start from a blank project or use a starter template to get moving quickly. Flexible custom forms - Build your own forms with text fields, numbers, dropdowns, ratings, and yes/no fields. Mark fields as required, rename fields, and reorder them as your study changes. Structured observations - Save observations in a consistent format so your data is easier to review, clean, and analyze later. Private by design - Your projects and observations stay local on your device. FieldLab does not sell, store, upload, share, or use your research data. Offline-first workflow - Collect data on the go without relying on a constant internet connection. Flexible export modes - Export your observations as CSV or JSON. Copy text, generate files, share files, or email datasets when your device supports it. Sleek and focused interface - FieldLab keeps the experience clean and minimal so you can focus on collecting data instead of managing complicated software. USE FIELDLAB FOR Field studies Classroom research projects Accessibility audits Environmental observations Interview logs Survey notes Usability studies Independent research Site visits Campus audits Field inspections Personal data collection FieldLab is built for lightweight, private, and practical mobile data collection. Whether you are collecting observations for a class project, research study, audit, inspection, or personal dataset, FieldLab helps you turn field notes into clean, exportable data.

Screenshots

Muse from Meta4 screens
FieldLab Research4 screens

Verdict

The call

The clearest difference is ads: FieldLab Research at none against Muse from Meta's shown. FieldLab Research also leads on update cadence (daily vs every 2 days) and monetization model (free vs free with in-app purchases). Muse from Meta's advantage is ratings volume (500K vs 1) and chart position (#1 vs unranked). On price, rating, in-app purchases and device support there is nothing between them.

Scored on Price · Rating · Positive reviews · Number of ratings · Update frequency · Ads · In-app purchases · Monetization · Best chart rank · Devices · Requires iOS

CostPrice · In-app purchases · Ads · Monetization

Both are free to download. Neither carries in-app purchases, so what you see is what you pay.

ReceptionRating · Positive reviews · Number of ratings

FieldLab Research holds the better App Store score, 5.0 against 4.8. That said, the two scores are not equally well evidenced: Muse from Meta has 500K ratings behind it against 1, so its average is the more settled of the two.

UpkeepUpdate frequency

Muse from Meta ships an update every 2 days, FieldLab Research daily. The most recent releases landed on November 9, 2026 and October 31, 2026 respectively.

Scorecard5 real differences · 6 level
Muse from Meta versus FieldLab Research: the parameters behind the verdict, then further details
ParameterMuse from MetaFieldLab Research
PriceFreeFree
Rating4.8 (500K ratings)5.0 (1 ratings) — better
Positive reviews88.6% of reviews—
Number of ratings500K — better1
Update frequencyEvery 2 daysDaily — better
AdsYesNo — better
In-app purchasesNoNo
MonetizationFree with in-app purchasesFree — better
Best chart rank#1 — better—
DevicesiPhone, iPadiPhone, iPad
Requires iOS18.0 — better18.6
Further details — not scored
Size116 MB4 MB
Age rating17+4+
DeveloperMeta Platforms, Inc.Kelvin Lin

In-app purchases

None

Muse from Meta

No in-app purchases

None

FieldLab Research

No in-app purchases

Questions

Is Muse from Meta free?
Muse from Meta is free to download, with no in-app purchases.
Is FieldLab Research free?
FieldLab Research is free to download, with no in-app purchases.
Which has better reviews, Muse from Meta or FieldLab Research?
FieldLab Research is rated higher. Muse from Meta averages 4.8 out of 5 from 500K ratings, while FieldLab Research averages 5.0 from 1 ratings.
Do Muse from Meta or FieldLab Research have ads?
Muse from Meta shows ads; FieldLab Research does not.
Which is updated more often, Muse from Meta or FieldLab Research?
Muse from Meta ships an update every 2 days, and FieldLab Research daily. Most recently, Muse from Meta was updated on November 9, 2026 and FieldLab Research on October 31, 2026.

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