search-analysis

Collects Google results from simulated locations to study location inference and identify revealing parts of search screenshots.

Runs the same Google query across countries through SerpApi and compares the returned pages, domains and themes.

Examines search results about public schemes for stale dates and conflicting information using SerpApi.

Compares Google search and AI answers with published Delhi-NCR pollution rules to investigate outdated information.

Compares SerpApi results across Indian cities and languages to examine differences in information access.

Compares public-office information with search results and citizen reviews to highlight inconsistencies in local service information.

Compares localized search variants through SerpApi to investigate differences in search exposure.

Runs searches across cities, languages and countries through SerpApi and compares which sources and answers appear.

Audits search-result content retrieved through SerpApi and filters low-quality material before passing evidence to agents.

Compares AI search answers and their citations through SerpApi, then checks relevant official-source evidence.