Source Material Mismatch: Google Gemini AI Page Provided Instead of Real Estate News
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News article poster
The source URL provided (https://gemini.google.com/app/6b0087f5408b4ff7) resolves to the Google Gemini AI assistant landing page. The content describes Gemini as Google's generative AI tool for writing, planning, and brainstorming assistance. It contains metadata about the application's technical specifications, icons, and preconnect URLs, but no information regarding Greater Vancouver real estate markets, housing prices, zoning changes, development applications, mortgage rates, rental vacancies, or property sales data.
To generate the requested factual, source-grounded bilingual real estate article for a Greater Vancouver agent website, the input source must contain verifiable real estate market information such as specific neighborhood data, policy announcements from municipal governments (Vancouver, Burnaby, Richmond, Surrey, etc.), CMHC reports, REBGV statistics, development project updates, or legal cases affecting property rights. The current source material offers no such factual basis for market analysis or real estate decision-making content.
Question
How should a real estate agent respond when the source material provided for content creation contains no relevant market information, and what safeguards prevent the fabrication of housing market data?
xiaosong zhang Commentary
From a senior Greater Vancouver agent's perspective, source verification is the foundation of trustworthy market commentary. When the wrong source material arrives—whether it's an AI tool landing page or unrelated news—stop the production process immediately. Clients depend on accurate local data for million-dollar decisions. Never bridge the gap with invented statistics or hypothetical scenarios. Request the correct source URLs (preferably from REBGV, CMHC, municipal planning portals, or verified local journalism) and restart the analysis with proper factual grounding. Credibility takes years to build and seconds to lose with fabricated market narratives.