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AI Visibility Report
12/15/2025
Live Analysis:
ChatGPT_

AI Visibility Report for
office-to-residentialconversionfeasibility

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Brand Performance Across AI Platforms
All 9 brands referenced across AI platforms for this prompt
Axios
7
3
Sentiment:
Score:95
Brookings
0
3
Sentiment:
Score:66
Deloitte
2
1
Sentiment:
Score:63
4Seattle Office to Residential Conversion Program
0
1
Sentiment:
Score:61
5SGA
0
2
Sentiment:
Score:60
Referenced Domains Analysis
All 23 domains referenced across AI platforms for this prompt
ChatGPT
Perplexity
Google AIO
#1axios.com faviconaxios.com
ChatGPT:
3
Perplexity:
0
Google AIO:
0
3
#2brookings.edu faviconbrookings.edu
ChatGPT:
0
Perplexity:
1
Google AIO:
2
3
#3sga-arch.com faviconsga-arch.com
ChatGPT:
0
Perplexity:
1
Google AIO:
1
2
#4archives.huduser.gov faviconarchives.huduser.gov
ChatGPT:
1
Perplexity:
0
Google AIO:
1
2
#5h2m.com faviconh2m.com
ChatGPT:
0
Perplexity:
1
Google AIO:
0
1

AI Search Engine Responses

Compare how different AI search engines respond to this query

ChatGPT

4287 Characters

BRAND (9)

Cushman & Wakefield
Axios
Brookings
Enterprise Community
Morgan Stanley
Deloitte
NAIOP
SGA
Seattle Office to Residential Conversion Program

SUMMARY

ChatGPT provides an analytical overview focusing on economic considerations, highlighting the 41% rent disparity between office ($37.38/sq ft) and residential ($22/sq ft) spaces. The response emphasizes financial challenges including structural modification costs and building code compliance requirements, citing Deloitte research to support the economic analysis of conversion feasibility.

Perplexity

2301 Characters

BRAND (9)

Cushman & Wakefield
Axios
Brookings
Enterprise Community
Morgan Stanley
Deloitte
NAIOP
SGA
Seattle Office to Residential Conversion Program

SUMMARY

Perplexity delivers a comprehensive analysis covering physical, financial, regulatory, and locational challenges. It emphasizes the importance of building characteristics like shallow floor plates (under 15,000 sq ft), structural adaptability, and natural light access. The response notes that conversions often require policy incentives to achieve viability and provides detailed criteria for successful projects.

Google AIO

1588 Characters

BRAND (9)

Cushman & Wakefield
Axios
Brookings
Enterprise Community
Morgan Stanley
Deloitte
NAIOP
SGA
Seattle Office to Residential Conversion Program

SUMMARY

Google AIO offers a technical perspective focusing on the balance between high conversion costs and housing demand. It identifies older Class B/C buildings in downtowns as prime candidates and emphasizes the critical role of government incentives. The response highlights specific technical factors including building depth, structural adaptability, and zoning requirements while noting that standard economics often don't work without subsidies.

Strategic Insights & Recommendations

Dominant Brand

Deloitte emerges as the primary research source mentioned across platforms, particularly for economic data and feasibility analysis.

Platform Gap

ChatGPT focuses on economic analysis, Perplexity provides comprehensive technical criteria, while Google AIO emphasizes practical implementation challenges and government support needs.

Link Opportunity

All platforms reference multiple sources but could benefit from more diverse industry expert perspectives and case study examples from successful conversion projects.

Key Takeaways for This Prompt

Office-to-residential conversions face significant economic challenges due to the 41% rent disparity between commercial and residential spaces.

Building characteristics like shallow floor plates and structural adaptability are critical success factors for feasible conversions.

Government incentives and policy support are often necessary to make conversion projects financially viable.

Older Class B and C office buildings in downtown areas present the most promising conversion opportunities.

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