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identify unhealthy ingredients in snacks

informationalHealthcare & WellnessAnalyzed 07/01/2025

AI Search Visibility Analysis

Analyze how brands appear across multiple AI search platforms for a specific query

Query Report Analysis Visualization
High Impact

Total Mentions

Total number of times a brand appears

across all AI platforms for this query

Reach

Platform Presence

Number of AI platforms where the brand

was mentioned for this query

Authority

Linkbacks

Number of times brand website was

linked in AI responses

Reputation

Sentiment

Overall emotional tone when brand is

mentioned (Positive/Neutral/Negative)

Brand Performance Across AI Platforms

3
Platforms Covered
0
Brands Found
0
Total Mentions
No Brands Found
No brands were mentioned in the AI platform responses for this query.
Referenced Domains Analysis
All 23 domains referenced across AI platforms for this query
ChatGPT
Perplexity
Google AIO
ChatGPT:
0
Perplexity:
1
Google AIO:
2
3
ChatGPT:
0
Perplexity:
1
Google AIO:
1
2
ChatGPT:
0
Perplexity:
1
Google AIO:
1
2
ChatGPT:
0
Perplexity:
1
Google AIO:
1
2
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
0
Perplexity:
1
Google AIO:
0
1
ChatGPT:
0
Perplexity:
1
Google AIO:
0
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
1
Perplexity:
0
Google AIO:
0
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
0
Perplexity:
1
Google AIO:
0
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
1
Perplexity:
0
Google AIO:
0
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
1
Perplexity:
0
Google AIO:
0
1
ChatGPT:
0
Perplexity:
1
Google AIO:
0
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1

Strategic Insights & Recommendations

Dominant Brand

No specific brands were mentioned across the platforms, with all responses focusing on ingredient categories rather than brand recommendations.

Platform Gap

Perplexity provided the most detailed scientific explanations and health mechanisms, while Google AIO covered the broadest range of ingredients, and ChatGPT offered the most structured presentation with clear categorization.

Link Opportunity

All platforms referenced health and nutrition websites, creating opportunities for partnerships with wellness brands, health food companies, and nutrition education platforms.

Key Takeaways for This Query

High-fructose corn syrup is consistently identified as one of the most harmful ingredients, linked to diabetes, obesity, and inflammation across all platforms.

Artificial colors and preservatives are highlighted as particularly concerning for children's health, with potential links to hyperactivity and allergic reactions.

Trans fats and hydrogenated oils are universally recognized as major contributors to heart disease and should be completely avoided.

Reading ingredient labels carefully is emphasized by all platforms as the key strategy for identifying and avoiding these harmful additives in snack foods.

AI Search Engine Responses

Compare how different AI search engines respond to this query

ChatGPT

3742 Characters

SUMMARY

ChatGPT provides a comprehensive list of 10 unhealthy snack ingredients including high-fructose corn syrup, artificial sweeteners, trans fats, artificial colors, excessive sodium, hydrogenated oils, preservatives, refined grains, MSG, and artificial additives. Each ingredient is explained with its health risks and common sources. The response emphasizes reading labels carefully and choosing whole, minimally processed foods like fresh fruits, vegetables, nuts, and seeds for healthier snacking options.

Perplexity

2694 Characters

SUMMARY

Perplexity identifies key unhealthy ingredients with detailed explanations: HFCS linked to diabetes and inflammation, artificial food colorings causing allergic reactions and hyperactivity, sodium nitrite/nitrate interfering with thyroid function, MSG causing sensitivities, trans fats raising bad cholesterol, and artificial sweeteners potentially increasing sweet cravings. It also covers additional additives like carrageenan, sugar alcohols, and packaging chemicals, emphasizing the importance of reading labels carefully.

Google AIO

1657 Characters

SUMMARY

Google AIO lists 13 unhealthy snack ingredients including HFCS, trans fats, artificial sweeteners, artificial colors and flavors, excessive sodium, refined grains, added sugar, preservatives like BHA and BHT, MSG, nitrates/nitrites, sulfites, palm oil, and xanthan gum. The response briefly explains health risks for each ingredient, linking them to weight gain, heart disease, diabetes, allergic reactions, and other health problems when consumed in large quantities.

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