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Geneo

office-to-residential conversion feasibility

Analyzed across ChatGPT, Perplexity & Google AIO
Analyzed 11/15/2025

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Brand Performance Across AI Platforms
All 26 brands referenced across AI platforms for this prompt
Axios
4
2
Sentiment:
Score:95
NAIOP
0
4
Sentiment:
Score:84
Seattle
3
1
Sentiment:
Score:79
4Cornell
2
1
Sentiment:
Score:71
5IPGSF
2
1
Sentiment:
Score:71
Referenced Domains Analysis
All 28 domains referenced across AI platforms for this prompt
ChatGPT
Perplexity
Google AIO
#1naiop.org faviconnaiop.org
ChatGPT:
0
Perplexity:
2
Google AIO:
2
4
#2brookings.edu faviconbrookings.edu
ChatGPT:
0
Perplexity:
1
Google AIO:
2
3
#3axios.com faviconaxios.com
ChatGPT:
2
Perplexity:
0
Google AIO:
0
2
#4gensler.com favicongensler.com
ChatGPT:
0
Perplexity:
1
Google AIO:
1
2
#5youtube.com faviconyoutube.com
ChatGPT:
0
Perplexity:
0
Google AIO:
2
2

AI Search Engine Responses

Compare how different AI search engines respond to this query

ChatGPT

3872 Characters

BRAND (27)

精选行业Query
Cushman & Wakefield
Axios
MRI Software
Gensler
Enterprise Community
Goldman Sachs
Pfizer
Tolj Commercial
Holland & Knight
Deloitte
Fannie Mae
American Progress
NAIOP
Prosper Portland
Cornell
Spark
PBS
PBFPE
Seattle
Pew
SGA
IPGSF
Central Atlanta Progress
Atlanta Downtown Improvement District
Montgomery Planning
Thesis Driven

SUMMARY

ChatGPT provides an educational overview of office-to-residential conversion, emphasizing the strategy's role in addressing housing shortages. It focuses on building characteristics, particularly contrasting older buildings with smaller floor plates and operable windows against modern buildings with larger, sealed floor plates. The response highlights the importance of natural light and ventilation for residential living and discusses the challenges posed by centralized HVAC systems in modern office buildings.

Perplexity

3552 Characters

BRAND (27)

精选行业Query
Cushman & Wakefield
Axios
MRI Software
Gensler
Enterprise Community
Goldman Sachs
Pfizer
Tolj Commercial
Holland & Knight
Deloitte
Fannie Mae
American Progress
NAIOP
Prosper Portland
Cornell
Spark
PBS
PBFPE
Seattle
Pew
SGA
IPGSF
Central Atlanta Progress
Atlanta Downtown Improvement District
Montgomery Planning
Thesis Driven

SUMMARY

Perplexity delivers a comprehensive analysis structured around key feasibility factors including market demand, physical characteristics, financial considerations, and regulatory requirements. It emphasizes the importance of strong local housing demand, particularly in urban areas with limited new construction. The response details how building features like floorplate size and shape affect conversion success, noting that narrow floorplates allow better access to natural light while deep floorplates create less desirable windowless units.

REFERENCES (16)

Google AIO

424 Characters

BRAND (27)

精选行业Query
Cushman & Wakefield
Axios
MRI Software
Gensler
Enterprise Community
Goldman Sachs
Pfizer
Tolj Commercial
Holland & Knight
Deloitte
Fannie Mae
American Progress
NAIOP
Prosper Portland
Cornell
Spark
PBS
PBFPE
Seattle
Pew
SGA
IPGSF
Central Atlanta Progress
Atlanta Downtown Improvement District
Montgomery Planning
Thesis Driven

SUMMARY

Google AIO provides a concise analytical framework for assessing conversion feasibility, highlighting four critical factors: location, physical building characteristics, local regulations, and financial viability. It specifically mentions the importance of floor plate size, zoning laws, mechanical systems condition, and return on investment calculations. The response appears to be structured with additional sections on feasibility factors and assessment steps, though the content is truncated.

Strategic Insights & Recommendations

Dominant Brand

No specific brands dominate the recommendations across platforms, with responses focusing on general industry considerations rather than particular companies or services.

Platform Gap

ChatGPT emphasizes historical building advantages, Perplexity provides structured market analysis, while Google AIO focuses on practical assessment frameworks.

Link Opportunity

All platforms provide substantial link opportunities with 6-16 links each, suggesting strong potential for connecting to industry resources, case studies, and regulatory guidance.

Key Takeaways for This Prompt

Building age and design significantly impact conversion feasibility, with older buildings often being more suitable due to smaller floor plates and natural ventilation.

Market demand for housing in urban areas is the primary driver for successful office-to-residential conversions.

Physical characteristics like floor plate size, window access, and mechanical systems are critical factors in determining conversion viability.

Financial analysis including ROI calculations and regulatory compliance are essential components of feasibility assessment.

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