cost of living comparison tool
AI Search Visibility Analysis
Analyze how brands appear across multiple AI search platforms for a specific prompt

Total Mentions
Total number of times a brand appears
across all AI platforms for this prompt
Platform Presence
Number of AI platforms where the brand
was mentioned for this prompt
Linkbacks
Number of times brand website was
linked in AI responses
Sentiment
Overall emotional tone when brand is
mentioned (Positive/Neutral/Negative)
Brand Performance Across AI Platforms
BRAND | TOTAL MENTIONS | PLATFORM PRESENCE | LINKBACKS | SENTIMENT | SCORE |
---|---|---|---|---|---|
1Numbeo | 7 | 2 | 95 | ||
2RentCafe | 5 | 3 | 82 | ||
3Bankrate | 4 | 3 | 80 | ||
4Salary.com | 4 | 2 | 76 | ||
5SmartAsset | 3 | 2 | 74 | ||
6CareerOneStop | 2 | 2 | 73 | ||
7MYMOVE | 3 | 1 | 67 | ||
8BestPlaces | 2 | 1 | 66 | ||
9NerdWallet | 1 | 1 | 64 | ||
10Redfin | 1 | 1 | 64 |
Strategic Insights & Recommendations
Dominant Brand
Numbeo appears as the most frequently mentioned brand across platforms, recognized for its global city comparison capabilities and comprehensive cost of living data.
Platform Gap
ChatGPT focuses on specific tool features, Google AIO emphasizes the process and benefits, while Perplexity provides the most comprehensive comparison with detailed feature breakdowns.
Link Opportunity
All platforms reference similar tools, creating opportunities for comparison guides, tool reviews, and integration with salary negotiation or relocation planning content.
Key Takeaways for This Prompt
Multiple reliable cost of living comparison tools exist, with Numbeo, SmartAsset, and Bankrate being the most commonly recommended.
These tools consider key factors like housing, transportation, food, healthcare, and utilities when comparing locations.
Tools serve various purposes including relocation planning, salary negotiation, and budgeting for lifestyle changes.
Some calculators offer specialized features like tax considerations, international comparisons, or job-specific salary data.
AI Search Engine Responses
Compare how different AI search engines respond to this query
ChatGPT
BRAND (5)
SUMMARY
ChatGPT recommends five major cost of living calculators: Salary.com for job-specific data, Numbeo for global city comparisons, MYMOVE powered by Council for Community and Economic Research data, Bankrate for comprehensive expense insights, and RentCafe focusing on housing costs. Each tool considers factors like housing, food, healthcare, transportation, and utilities to help users make informed relocation decisions.
REFERENCES (5)
Perplexity
BRAND (7)
SUMMARY
Perplexity provides a comprehensive comparison table of seven top cost of living tools: Numbeo for global comparisons, SmartAsset for U.S. customization, Bankrate for detailed breakdowns, RentCafe for income calculations, NerdWallet with C2ER data, CareerOneStop for salary equivalents, and BestPlaces including tax considerations. It highlights key benefits and specific examples of cost differences between cities.
REFERENCES (7)
Google AIO
BRAND (7)
SUMMARY
Google AIO explains how cost of living comparison tools work by analyzing housing, transportation, and food costs between locations. It recommends tools like SmartAsset, Salary.com, Redfin, CareerOneStop, and Numbeo. The response emphasizes benefits including informed decision-making, salary negotiation support, better budgeting, expense understanding, and lifestyle comparison capabilities.
REFERENCES (11)
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