FitHub - AI Calorie Tracker
This is sample report built by Anecdote, using AI to analyze feedback from platforms like the App Store and Reddit.
Highlights trends and insights
Helps you understand what matters most
TOP INSIGHTS
1
Many users report that the app provides inaccurate calorie and macronutrient estimates, especially when scanning barcodes or using the AI photo feature. Approximately 15% of users have expressed concerns about the app's accuracy, which undermines its reliability for tracking nutrition. Example: 'I scanned an item that said 15G of protein, but the app showed 32G.'
2
A significant number of users are frustrated by the app's requirement to subscribe before accessing its features, with no free trial available. This issue affects about 20% of users, who feel misled by the app's initial presentation as free. Example: 'You can't even get through the setup process without paying.'
3
Some users, particularly those using accessibility tools like Voiceover, find the app difficult to navigate and not well-optimized for accessibility. This affects around 5% of users, who would appreciate improvements in this area. Example: 'Using Voiceover, the built-in screen reader for iPhone, it is not super easy either.'
4
Users have reported issues with the app not saving their data consistently, such as saved meals disappearing. This problem affects about 10% of users, leading to frustration and decreased trust in the app's reliability. Example: 'App no longer seems to be capable of keeping entries from the 'saved' category.'
COMPETITORS ANALYSIS
#1 USERS CHOICE
#2 RUNNER UP
#3 Straggler
Join 300+ companies monitoring customer experience across 80+ different sources
Nuggets
Quotes of the week
Join the 300+ companies monitoring customer experience
Type in anything, and find what you need in your feedback—complete with relevant tickets, citations, and AI-summaries.
Search for product issues and validate hypotheses.
Receive an AI summary, relevant tickets, sentiment and more.
Analyze your feedback with our market leading LLM, generate clear AI summaries, and prioritize burning issues.
Transform feedback into actionable trends and categories.
Use AI to turn feedback into impactful business actions.
Quickly launch AI-powered surveys right in your product, on WhatsApp, or through email, and get real-time AI insights on the results.
Reduce time to action with quick, actionable AI insights from your surveys.
Analyze all your customer feedback, including surveys, in one place.
Turn feedback into clear, easy-to-read dashboards that help your team make better decisions, break down silos, and respond faster.
Easily deep-dive into feedback from support, products, branch, and stores.
Share feedback dashboards to your team that update in real-time.
Unify and analyze public competitor feedback to benchmark against their performance.
Learn from competitors' strengths and avoid their mistakes.
Create monthly SWOT comparisons.
Set up email or Slack alerts for specific customer issues, bugs, VoC reports, or queries like legal mentions and late deliveries. Route these to the right team the same day they're reported.
Improving customer satisfaction with faster response times.
Identify and address emerging risks more swiftly.