The before
Caroline's team tracked zoning changes, neighborhood demand, competitor listings, local news, and investor questions. The research was valuable, but it was scattered across sources.
The turning point
MultipleChat helps gather and compare online research summaries, then asks another model to challenge whether the evidence supports the recommendation. The team verifies sources before sending advice.
"It helps us move from online research to a careful client brief faster."
The after
Client briefs now include clearer assumptions, risks, and local context. The agency still owns the final recommendation.
What they used
Online research
Collect and summarize market context.
Compare mode
Review several interpretations before advising.
AI-Team critique
Challenge recommendations before client delivery.