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Geneo
AI Visibility Report
09/14/2025
Live Analysis:
ChatGPT_

AI Visibility Report for
photobasedmealtrackingappcomparison

Are you in the answers when your customers ask AI?

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Brand Performance Across AI Platforms
All 13 brands referenced across AI platforms for this prompt
SnapCalorie
3
0
Sentiment:
Score:95
MyCalorieCounter
1
0
Sentiment:
Score:72
MealSnap
1
0
Sentiment:
Score:72
4Cronometer
1
0
Sentiment:
Score:72
5Photo Calories
1
0
Sentiment:
Score:72
Referenced Domains Analysis
All 11 domains referenced across AI platforms for this prompt
ChatGPT
Perplexity
Google AIO
#1apps.apple.com faviconapps.apple.com
ChatGPT:
2
Perplexity:
1
Google AIO:
0
3
#2youtube.com faviconyoutube.com
ChatGPT:
0
Perplexity:
2
Google AIO:
0
2
#3play.google.com faviconplay.google.com
ChatGPT:
0
Perplexity:
2
Google AIO:
0
2
#4cspi.org faviconcspi.org
ChatGPT:
0
Perplexity:
1
Google AIO:
0
1
#5nutriscan.app faviconnutriscan.app
ChatGPT:
1
Perplexity:
0
Google AIO:
0
1

AI Search Engine Responses

Compare how different AI search engines respond to this query

ChatGPT

2392 Characters

BRAND (14)

MyFitnessPal
MyCalorieCounter
SnapCalorie
MealSnap
FatSecret
Lose It!
Lifesum
Cronometer
Photo Calories
Calorie Mama
YAZIO
FoodView
YouAte
Calai

SUMMARY

ChatGPT provides an overview of five photo-based meal tracking apps: MealSnap (GPT-4 powered with instant calorie counts), Photo Calories (AI tracking with intermittent fasting features), MyCalorieCounter (94% accuracy rate), SnapCalorie (developed by former Google AI researchers with detailed nutritional info), and Calorie Mama (real-time diet analysis). The response emphasizes AI technology and accuracy while recommending users consider factors like ease of use and cost when choosing.

Perplexity

4100 Characters

BRAND (14)

MyFitnessPal
MyCalorieCounter
SnapCalorie
MealSnap
FatSecret
Lose It!
Lifesum
Cronometer
Photo Calories
Calorie Mama
YAZIO
FoodView
YouAte
Calai

SUMMARY

Perplexity delivers a comprehensive comparison table of photo-based meal tracking apps, highlighting SnapCalorie as the leader with AI-powered recognition, 100+ micronutrients tracking, and free pricing. The analysis covers apps from dedicated photo trackers like FoodView and YouAte to traditional apps like MyFitnessPal and Lose It!. It provides detailed feature breakdowns, accuracy information, and clear recommendations based on user needs.

Google AIO

650 Characters

BRAND (14)

MyFitnessPal
MyCalorieCounter
SnapCalorie
MealSnap
FatSecret
Lose It!
Lifesum
Cronometer
Photo Calories
Calorie Mama
YAZIO
FoodView
YouAte
Calai

SUMMARY

Google AIO offers a concise overview focusing on three main categories: comprehensive AI-driven apps (Lose It!, YAZIO, SnapCalorie), detailed nutrition tracking (Cronometer), and simple photo journaling (FoodView). The response emphasizes different use cases and provides brief descriptions of key features without extensive detail, making it accessible for quick decision-making.

Strategic Insights & Recommendations

Dominant Brand

SnapCalorie emerges as the most recommended app across platforms, praised for its AI accuracy, comprehensive nutrient tracking, and free pricing model.

Platform Gap

Perplexity provides the most detailed comparison with a comprehensive table format, while ChatGPT focuses on individual app descriptions and Google AIO offers simplified categorization.

Link Opportunity

Apps could benefit from linking to official app store pages, comparison reviews, and accuracy studies to support their claims and improve user trust.

Key Takeaways for This Prompt

SnapCalorie consistently ranks as the top choice for AI-powered photo-based meal tracking with high accuracy and comprehensive nutrition data.

Apps vary significantly in approach, from simple photo journaling (FoodView, YouAte) to comprehensive nutrition tracking with AI analysis.

Most leading photo-based meal tracking apps offer free versions with optional premium features, making them accessible to all users.

AI accuracy and ease of use are the primary differentiators, with some apps achieving 94% accuracy rates in calorie estimation.

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