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Geneo
AI Visibility Report
05/22/2026
Live Analysis:
ChatGPT_

AI Visibility Report for
bestenergyefficientrefrigeratorforsmallkitchen

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Brand Performance Across AI Platforms
All 5 brands referenced across AI platforms for this prompt
ENERGY STAR
14
1
Sentiment:
Score:95
GE
4
0
Sentiment:
Score:58
Sharp
4
0
Sentiment:
Score:58
4Bosch
3
0
Sentiment:
Score:55
5Frigidaire
3
0
Sentiment:
Score:55
Referenced Domains Analysis
All 13 domains referenced across AI platforms for this prompt
ChatGPT
Perplexity
Google AIO
#1tomsguide.com favicontomsguide.com
ChatGPT:
3
Perplexity:
0
Google AIO:
0
3
#2ajmadison.com faviconajmadison.com
ChatGPT:
2
Perplexity:
0
Google AIO:
0
2
#3homedepot.com faviconhomedepot.com
ChatGPT:
1
Perplexity:
1
Google AIO:
0
2
#4townappliance.com favicontownappliance.com
ChatGPT:
2
Perplexity:
0
Google AIO:
0
2
#5bestbuy.com faviconbestbuy.com
ChatGPT:
0
Perplexity:
1
Google AIO:
0
1

AI Search Engine Responses

Compare how different AI search engines respond to this query

ChatGPT

4327 Characters

BRAND (5)

Bosch
GE
ENERGY STAR
Sharp
Frigidaire

SUMMARY

ChatGPT provides a product-focused response, recommending specific refrigerator models such as the GE GIE18GSNRSS with detailed specs, features, and direct purchase links. It emphasizes Energy Star certification and highlights practical features like ice makers and deli drawers. The response is structured around concrete product recommendations with affiliate-style links, making it highly actionable for consumers ready to buy. Brands like GE, Bosch, Sharp, and Frigidaire are prominently featured across multiple mentions.

Perplexity

1436 Characters

BRAND (5)

Bosch
GE
ENERGY STAR
Sharp
Frigidaire

SUMMARY

Perplexity takes a more educational and guidance-oriented approach, focusing on refrigerator types (top-freezer, bottom-freezer, compact/mini) rather than specific product models. It advises users to look for the ENERGY STAR label and compare annual operating costs using the EnergyGuide label. The response is structured as a buying guide, helping users understand what to prioritize before purchasing, without committing to specific brand recommendations. ENERGY STAR is the dominant reference point throughout.

Google AIO

0 Characters

BRAND (5)

Bosch
GE
ENERGY STAR
Sharp
Frigidaire

SUMMARY

No summary available.

Strategic Insights & Recommendations

Dominant Brand

ENERGY STAR is the most consistently mentioned brand across both platforms (6 mentions on ChatGPT, 8 on Perplexity), while GE leads among appliance manufacturers with 4 mentions exclusively on ChatGPT.

Platform Gap

ChatGPT delivers specific product recommendations with purchase links, while Perplexity focuses on general buying guidance and refrigerator categories, and Google AIO provided no response — representing a significant coverage gap.

Link Opportunity

ChatGPT's 10 outbound links and Perplexity's 8 links suggest strong opportunities for appliance retailers and brands like GE, Bosch, and Frigidaire to optimize product pages and earn citations in AI-driven search results.

Key Takeaways for This Prompt

ENERGY STAR certification is the single most important factor highlighted across all platforms when recommending energy-efficient refrigerators for small kitchens.

ChatGPT favors a product-recommendation approach with specific models and specs, making it a stronger channel for brands with well-documented, spec-rich product listings.

Perplexity's educational style means that content targeting refrigerator type comparisons (top-freezer vs. bottom-freezer vs. compact) is more likely to be cited on that platform.

Google AIO's absence in this query represents a missed visibility opportunity for brands, suggesting that SEO strategies should not rely solely on traditional Google search for this category.

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