Research Library
Real questions from real clients. Answered by an AI audience.
Anonymised studies run on DoppelIQ. Client names are always withheld; the signals, method and findings are not.
3 reports
Healthcare · IndiaSep 2026Anonymised
What patients truly look for from multispecialty hospitals
Patients trust their doctors completely, not the system around them. The three pain points they won’t forgive, and what to fix first.
Reviews & forumsSearch intentMarket signal
−0.85
net sentiment on billing, the lowest in the dataset
Automotive · IndiaSep 2026Anonymised
Why buyers choose an EV scooter, and why they don’t
The client had the awareness but was losing the conversion. What each rival owns, what Google’s AI tells buyers first, and what to fix.
Social conversationsSearch intentReviews & forumsMarket signal
2.5×
more units sold by the category leader than the client
Retail · KSAAug 2026Anonymised
Why are Saudi shoppers switching to discounters?
It isn’t price. Discounters are winning Jeddah shoppers on people. Three service and trust gaps, and how to close them without a price war.
Reviews & forumsSearch intentMarket signal
+0.62
net sentiment on discounter staff, vs 0.00 at hyper/super