Comparison

IoT Assistant vs Cat Breed Identifier

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

Head to head
About

IoT Assistant

Discover and manage the data collected by Internet of Things devices. Understand who is collecting your information, how it's used, and access privacy controls. Receive customized notifications about data practices.

Highlights
  • Discover IoT data collection
  • Understand data usage
  • Access privacy controls
  • Receive customized notifications
  • Manage data sharing
Features
Read full description

Discover and control what data is collected about you by Internet of Things (IoT) technologies. The IoT is everywhere. It consists of a myriad of devices and technologies that collect data about us - from cameras with facial recognition, to smart speakers that record what we say, or sensors that track our whereabouts. The IoT Assistant app helps you discover what data is being collected about you and how it is used. This includes who is collecting it, who it is shared with, and whether there are any privacy controls. New privacy regulations around the world require people who deploy IoT technologies to disclose their data collection and use practices and to also give us some control over these practices such as opting in or out of them. The IoT Assistant app provides users with a single interface through which they can discover IoT data collection around them and access available privacy controls. The IoT Assistant app also allows you to receive customized notifications about data collection and use practices you want to be notified about and control the frequency of these notifications. An IoT portal associated with the app (https://www.iotprivacy.io) is available to also publicize the presence of IoT technologies ("IoT resources") collecting our data, whether you are the administrator controlling that technology or a volunteer contributor. Once you have defined an entry for an IoT technology through our portal, IoT assistant app users can discover this IoT technology and its data collection and use practices.

About

Cat Breed Identifier

Instantly identify cat breeds by taking a photo. Access detailed information on health, grooming, temperament, and history for up to 80 breeds. Track your scans and explore a comprehensive breed database.

Highlights
  • Identify cat breeds from photos
  • Up to 80 breeds recognized
  • Detailed breed information
  • Scan history
  • Breeds database and gallery
  • Health, grooming, and temperament facts
Features
Read full description

Identify any cat breed with our app! Point camera to a pet and snap. Get useful information about breeds such as health, grooming, temper, history and facts. Our app recognize up to 80 breeds. For the best performance try to get high quality and well lighten picture without items or persons in background. 85% recognition accuracy. Highlights - Recognize 80 cat breeds - Scan history - Breeds database - Breed gallery - Text facts and useful information You may purchase an auto-renewing subscription to get Pro Access. Good to know: The payment will be charged to your iTunes Account when you confirm the purchase. The subscription automatically renews for the same price and duration period depend on the selected plan (weekly, monthly, half-annual or annual) unless canceled at least 24-hours before the end of the current period. Subscription automatically renews unless canceled at least 24-hours before the end of the current period. You can disable the automatic renewal function at any time by adjusting your account settings. Next subscriptions available: • 1-week subscription - Weekly Pro Access – from US$ 2.49 - Price may change depending on your country • 1-month subscription - Monthly Pro Access – from US$ 4.99 - Price may change depending on your country • 1-year subscription - Yearly Pro Access – from US$ 12.99 - Price may change depending on your country • 1-week subscription with trial - Weekly Pro Access with Trial – from US$ 2.49 - Price may change depending on your country • 1-month subscription with trial - Monthly Pro Access with Trial – from US$ 4.99 - Price may change depending on your country • 1-year subscription with trial - Yearly Pro Access with Trial – from US$ 12.99 - Price may change depending on your country • 1-month subscription with trial - Monthly Pro Promo Access with Trial – from US$ 2.99 - Price may change depending on your country Terms Of Use: https://dreamteam-apps.pl/term_of_use.txt Privacy Policy: https://dreamteam-apps.pl/privacy_policy.txt Do you need support? Please write us to: support@dreamteam-apps.com

Screenshots

IoT Assistant4 screens
Cat Breed Identifier4 screens

Verdict

The call

The clearest difference is rating: Cat Breed Identifier at 4.4 against IoT Assistant's 3.6. Cat Breed Identifier also leads on ratings volume (860 vs 15) and review sentiment (28% vs 20%). IoT Assistant's advantage is in-app purchases (none vs 7) and update cadence (every 3 months vs every 17 months). On price, ads, device support and iOS requirement 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. Cat Breed Identifier sells 7 in-app purchases, starting at $2.49 per 7 days. IoT Assistant asks for nothing beyond the download.

ReceptionRating · Positive reviews · Number of ratings

Cat Breed Identifier holds the better App Store score, 4.4 against 3.6. That said, the two scores are not equally well evidenced: Cat Breed Identifier has 860 ratings behind it against 15, so its average is the more settled of the two. Written reviews point the same way: 20% of IoT Assistant's written reviews are positive against 28% of Cat Breed Identifier's.

UpkeepUpdate frequency

IoT Assistant ships an update every 3 months, Cat Breed Identifier every 17 months. The most recent releases landed on October 23, 2026 and October 30, 2026 respectively.

Scorecard6 real differences · 4 level
IoT Assistant versus Cat Breed Identifier: the parameters behind the verdict, then further details
ParameterIoT AssistantCat Breed Identifier
PriceFreeFree
Rating3.6 (15 ratings)4.4 (860 ratings) — better
Positive reviews19.6% of reviews27.9% of reviews — better
Number of ratings15860 — better
Update frequencyEvery 3 months — betterEvery 17 months
AdsNoNo
In-app purchasesNo — betterYes
MonetizationFree — betterSubscription
DevicesiPhone, iPadiPhone, iPad, iPod — better
Requires iOS15.614.0 — better
Further details — not scored
Size71 MB95 MB
Age rating4+4+
DeveloperCarnegie Mellon UniversityDREAMTEAM APPS sp. z o.o.

Customer experience

IoT Assistant

All ratings15 ratings
Positive60.0%
Neutral6.7%
Negative33.3%
Written reviews46 reviews
Positive19.6%
Neutral6.5%
Negative73.9%

Cat Breed Identifier

All ratings849 ratings
Positive84.9%
Neutral5.7%
Negative9.4%
Written reviews68 reviews
Positive27.9%
Neutral8.8%
Negative63.2%

User reviews

IoT Assistant

From 15 App Store ratings

What we love

  • 💡 Interesting concept/idea
  • ✨ Beautiful/cute/clear interface
  • 👍 Useful for privacy
  • 🚀 Seems buttery/smooth (recent review)
  • 🤩 Great concept/design

Room to improve

  • ❌ Limited/dated/sparse data
  • ❌ App doesn't work/crashes/won't load
  • ❌ Verification email issues
  • ❌ Registration/signup loop/errors
  • ❌ No device discovery/scanning

Cat Breed Identifier

From 860 App Store ratings

What we love

  • 🤩 Detailed breed information
  • 🔍 Accurate breed identification
  • 📚 Comprehensive cat breed database
  • 🗓️ Scan history tracking

Room to improve

  • 🤖 Inconsistent breed identification
  • 🔒 Paywall after limited free scans
  • 🐛 App freezing and crashing issues
  • ⚠️ Inaccurate breed identification

Bugs and requests

IoT Assistant

Reported bugs

14 issues
  • Web page errors after signup
  • App crashes after map loads
  • App won't progress past setup screen
  • Map loads then crashes
  • Different screen pops up and disappears
Show 9 more
  • Blank Google map shown
  • Doesn't pick up surveillance in known areas
  • App doesn't scan/find IoT devices on its own
  • Pinpointing location but no tracking found
  • Signup process in an endless loop
  • App doesn't log in after verification
  • Verification email not received
  • App won't log in after web app login
  • Verification email doesn't work

Requested features

3 requests
  • Ability to add device through the app
  • Option to opt out of data sharing
  • User manual

Cat Breed Identifier

Reported bugs

3 issues
  • Incorrect breed identification
  • App freezing and crashing
  • Inability to access photo gallery

Requested features

3 requests
  • Free unlimited breed scans
  • Improved accuracy and consistency
  • Ability to manually correct breed identification

In-app purchases

None

IoT Assistant

No in-app purchases

7 purchases

Cat Breed Identifier

Subscriptions7
  • Premium for Week$2.497 Days
  • Pro Access with Trial7 Days trial$2.497 Days
  • Cat Scanner Identify Premium7 Days trial$2.991 Month
Show 4 more
  • Premium for Month$4.991 Month
  • Monthly premium access7 Days trial$4.991 Month
  • Cat Scanner Identify Premium$12.991 Year
  • Yearly with Trial7 Days trial$12.991 Year

Questions

Is IoT Assistant free?
IoT Assistant is free to download, with no in-app purchases.
Is Cat Breed Identifier free?
Cat Breed Identifier is free to download, with in-app purchases available.
Which has better reviews, IoT Assistant or Cat Breed Identifier?
Cat Breed Identifier is rated higher. IoT Assistant averages 3.6 out of 5 from 15 ratings, while Cat Breed Identifier averages 4.4 from 860 ratings.
Do IoT Assistant or Cat Breed Identifier have ads?
Neither IoT Assistant nor Cat Breed Identifier shows ads.
Which is updated more often, IoT Assistant or Cat Breed Identifier?
IoT Assistant ships an update every 3 months, and Cat Breed Identifier every 17 months. Most recently, IoT Assistant was updated on October 23, 2026 and Cat Breed Identifier on October 30, 2026.

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