How ChatGPT, Perplexity, Gemini, Claude, and Google Search answer Dubai real estate questions, and where Nshama shows up. Based on 1,850 AI answers, August 2026.
Each engine builds answers from different sources. Nshama is strongest on Gemini and weakest on Perplexity.
Share of answers naming Nshama, split by what the buyer asked about.
Real prompts from the study where no engine named Nshama, and who got recommended instead.
“Which developers have the best track record for luxury towers in Dubai Marina?”
“Recommend the top off-plan projects currently launching in Dubai Hills Estate.”
“Compare the top two developers in Dubai Hills Estate based on their construction quality and history of delivery delays.”
“Which Dubai developers have the best track record for low service charges and high maintenance standards in Downtown Dubai?”
“Which Dubai developers offer the best rental yields for studio apartments in JVC and what are their top projects?”
“Recommend the best off-plan projects in Dubai Hills Estate for long-term capital appreciation.”
Tone of 43 individual mentions across all engines, classified per mention. Tone is a property of the answer text, not a verified assessment of the company.
AI answers most often tie Nshama to: Pricing & value, ROI & resale, Delivery & handover.
185 organic buyer prompts about Dubai real estate were put to 5 AI engines (ChatGPT, Claude, Gemini, Google Search, Perplexity), in 2 independent runs, in August 2026, producing 1,850 answers. Prompts never name a company, so every mention is earned. Visibility is the share of answers that name the developer. Mentions are extracted deterministically with brand and alias matching. The Google Search column reflects Google's search surfaces for these queries. Data collected by Seeno.ai.
Seeno tracks how ChatGPT, Perplexity, Gemini, Claude, and Google Search answer real dubai real estate developers questions, and shows exactly where you are missing.
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