Bobby Approved - Food Scanner
This is customized report built by Clarity, using AI to analyze feedback from platforms like the App Store and Reddit.
Building trust in every customer interaction
Top Insights
Top Insights
Top Insights
A weekly roundup of Users with visual impairments find the app challenging to use due to lack of features like audio feedback and labeled images, impacting around 3% of users. Enhancements in accessibility could significantly improve their experience.'s key feedback
A weekly roundup of Users with visual impairments find the app challenging to use due to lack of features like audio feedback and labeled images, impacting around 3% of users. Enhancements in accessibility could significantly improve their experience.'s key feedback
A weekly roundup of Users with visual impairments find the app challenging to use due to lack of features like audio feedback and labeled images, impacting around 3% of users. Enhancements in accessibility could significantly improve their experience.'s key feedback
Product Rating Gaps
Some users have reported that after recent updates, many products are not rated, affecting approximately 5% of users. This can lead to frustration as users rely on the app for comprehensive product evaluations.
Since the app update, many products lack ratings.
Product Rating Gaps
Some users have reported that after recent updates, many products are not rated, affecting approximately 5% of users. This can lead to frustration as users rely on the app for comprehensive product evaluations.
Since the app update, many products lack ratings.
Product Rating Gaps
Some users have reported that after recent updates, many products are not rated, affecting approximately 5% of users. This can lead to frustration as users rely on the app for comprehensive product evaluations.
Since the app update, many products lack ratings.
Accessibility Challenges
Users with visual impairments find the app challenging to use due to lack of features like audio feedback and labeled images, impacting around 3% of users. Enhancements in accessibility could significantly improve their experience.
The app needs audio feedback and labeled images for better accessibility.
Accessibility Challenges
Users with visual impairments find the app challenging to use due to lack of features like audio feedback and labeled images, impacting around 3% of users. Enhancements in accessibility could significantly improve their experience.
The app needs audio feedback and labeled images for better accessibility.
Accessibility Challenges
Users with visual impairments find the app challenging to use due to lack of features like audio feedback and labeled images, impacting around 3% of users. Enhancements in accessibility could significantly improve their experience.
The app needs audio feedback and labeled images for better accessibility.
Commercialization Concerns
A small percentage of users, about 2%, feel that the app's reviews are becoming commercialized and less accurate, which may undermine trust in the app's recommendations.
Bobby is becoming more commercialized, and reviews seem inaccurate.
Commercialization Concerns
A small percentage of users, about 2%, feel that the app's reviews are becoming commercialized and less accurate, which may undermine trust in the app's recommendations.
Bobby is becoming more commercialized, and reviews seem inaccurate.
Commercialization Concerns
A small percentage of users, about 2%, feel that the app's reviews are becoming commercialized and less accurate, which may undermine trust in the app's recommendations.
Bobby is becoming more commercialized, and reviews seem inaccurate.
Scanning Errors
Some users experience errors when attempting to scan products, which can hinder the app's primary function, affecting approximately 4% of users.
I get an error message when trying to scan products.
Scanning Errors
Some users experience errors when attempting to scan products, which can hinder the app's primary function, affecting approximately 4% of users.
I get an error message when trying to scan products.
Scanning Errors
Some users experience errors when attempting to scan products, which can hinder the app's primary function, affecting approximately 4% of users.
I get an error message when trying to scan products.
Competitor Benchmark
A weekly roundup of Client
A weekly roundup of Client

Users' choice
Yuka is highly praised for its comprehensive and informative approach to evaluating food and beauty products. Users appreciate its ease of use, detailed ingredient analysis, and the ability to make healthier choices. However, some users express concerns about missing features and the need for a membership to access certain functionalities.

Users' choice
Yuka is highly praised for its comprehensive and informative approach to evaluating food and beauty products. Users appreciate its ease of use, detailed ingredient analysis, and the ability to make healthier choices. However, some users express concerns about missing features and the need for a membership to access certain functionalities.

Users' choice
Yuka is highly praised for its comprehensive and informative approach to evaluating food and beauty products. Users appreciate its ease of use, detailed ingredient analysis, and the ability to make healthier choices. However, some users express concerns about missing features and the need for a membership to access certain functionalities.

Runner up
Bobby Approved receives overwhelmingly positive feedback for its user-friendly interface and educational value in helping users make healthier food choices. Many users express gratitude for the app's impact on their health and lifestyle, though a few criticize it for being commercialized and question the accuracy of some reviews.

Runner up
Bobby Approved receives overwhelmingly positive feedback for its user-friendly interface and educational value in helping users make healthier food choices. Many users express gratitude for the app's impact on their health and lifestyle, though a few criticize it for being commercialized and question the accuracy of some reviews.

Runner up
Bobby Approved receives overwhelmingly positive feedback for its user-friendly interface and educational value in helping users make healthier food choices. Many users express gratitude for the app's impact on their health and lifestyle, though a few criticize it for being commercialized and question the accuracy of some reviews.

Straggler
Fooducate is appreciated for its extensive food library and tracking capabilities, making it a useful tool for those monitoring their diet. However, users report issues with the app's database accuracy and express frustration over the need for a subscription to access full features.

Straggler
Fooducate is appreciated for its extensive food library and tracking capabilities, making it a useful tool for those monitoring their diet. However, users report issues with the app's database accuracy and express frustration over the need for a subscription to access full features.

Straggler
Fooducate is appreciated for its extensive food library and tracking capabilities, making it a useful tool for those monitoring their diet. However, users report issues with the app's database accuracy and express frustration over the need for a subscription to access full features.
Nuggets
Major highlights of the week
Nuggets
Major highlights of the week
Nuggets
Major highlights of the week
Incomplete Ratings
Recent updates have led to many products not being rated, causing frustration among users who rely on the app for comprehensive product evaluations.
Accessibility Issues
The app lacks features for visually impaired users, such as audio cues for barcode scanning and labeled product images, limiting its usability for this demographic.
Commercialization Concerns
Some users perceive the app as increasingly commercialized, questioning the accuracy of reviews and suspecting a bias towards promoting certain products.
Scanning Errors
Users experience frequent error messages during barcode scanning, hindering the app's primary functionality and causing dissatisfaction.
Duplicate Listings
The app displays multiple listings for the same product, leading to confusion and inefficiency in finding accurate product information.
Lack of Strong Warnings
Users desire stronger warnings for harmful products, suggesting the app should explicitly advise against consuming certain items.
Your voice of customer, unified
Your voice of customer, unified
Bring all your feedback into one place—so product, support, customer experience and leadership work from the same source of truth.





Create experiences people remember for the right reasons
Chat with our team to talk through build vs. buy and how to level up your customer experience.

Create experiences people remember for the right reasons
Chat with our team to talk through build vs. buy and how to level up your customer experience.

Create experiences people remember for the right reasons
Chat with our team to talk through build vs. buy and how to level up your customer experience.
How leading brands use Clarity
How leading brands use Clarity
20 million
Monthly Customers
We can search everything instantly, see the numbers, and even build our own customizable feedback dashboards.


Alexandra Motto
Director of Product & Design Operations
“Clarity treats all of our unstructured customer feedback like true data. Their NLP models pick up on sentiment and sort it into categories. We can search everything instantly, see the numbers, and even build our own customizable feedback dashboards.”
20 million
Monthly Customers
We can search everything instantly, see the numbers, and even build our own customizable feedback dashboards.


Alexandra Motto
Director of Product & Design Operations
“Clarity treats all of our unstructured customer feedback like true data. Their NLP models pick up on sentiment and sort it into categories. We can search everything instantly, see the numbers, and even build our own customizable feedback dashboards.”
20 million
Monthly Customers
We can search everything instantly, see the numbers, and even build our own customizable feedback dashboards.


Alexandra Motto
Director of Product & Design Operations
“Clarity treats all of our unstructured customer feedback like true data. Their NLP models pick up on sentiment and sort it into categories. We can search everything instantly, see the numbers, and even build our own customizable feedback dashboards.”
126 million
global subscribers
126 million
global subscribers
126 million
global subscribers

700 million
weekly active customers
Chosen by OpenAI to surface insights from customer conversations securely.

700 million
weekly active customers
Chosen by OpenAI to surface insights from customer conversations securely.

700 million
weekly active customers
Chosen by OpenAI to surface insights from customer conversations securely.
Clarity cuts VoC analysis time by 55%, helping Minoan prioritize high-impact features fast

Jen Barwick
Head of Customer Experience
"Clarity helps us replace guesswork with real data from our feedback. I can go into product meetings with clear evidence"
Clarity cuts VoC analysis time by 55%, helping Minoan prioritize high-impact features fast

Jen Barwick
Head of Customer Experience
"Clarity helps us replace guesswork with real data from our feedback. I can go into product meetings with clear evidence"
Clarity cuts VoC analysis time by 55%, helping Minoan prioritize high-impact features fast

Jen Barwick
Head of Customer Experience
"Clarity helps us replace guesswork with real data from our feedback. I can go into product meetings with clear evidence"

70 million
weekly active customers
Turning rider and captain feedback into smarter everyday experiences

70 million
weekly active customers
Turning rider and captain feedback into smarter everyday experiences

70 million
weekly active customers
Turning rider and captain feedback into smarter everyday experiences
467,000
monthly customers
467,000
monthly customers
467,000
monthly customers
System normal
System normal
System normal


