Duck.ai Voice Chat Can Search the Web: Audit Sources, Location, and Answer Drift
A test protocol for comparing Duck.ai voice and text web-search answers across transcription, location, sources, citations, timestamps, and repeated runs.
Topic tag · AEO & AI Search
Browse evidence-led articles tagged “citations”. This collection currently draws primarily from the AEO & AI Search desk; each article card keeps its own editorial category.
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A test protocol for comparing Duck.ai voice and text web-search answers across transcription, location, sources, citations, timestamps, and repeated runs.
Return first-party RAG evidence to Claude as search_result blocks with stable source IDs, accurate titles, citable chunks, validation, and stale-source handling.
A preregistered method for measuring whether an entity is cited as evidence, explicitly recommended, merely mentioned, or absent in AI answers.
You.com says its Answer API performs one search and returns a citation-backed answer. Preserve the response, map citations to claims, and audit source support.
Google says AI Search can preview public discussions and first-hand sources. This preregistered protocol tests attribution, context, quote support, and destination quality.
A preregistered protocol for comparing local recommendation sources across ChatGPT Search, Google AI Mode and Maps, Bing or Copilot, and Perplexity.
Gemini grounded responses can expose search calls and URL citation spans. Preserve both before rendering, scoring, or rewriting the answer.
Migrate to Perplexity MCP Server 1.0 with contract tests for citations, streaming events, progress, cancellation, configuration, and failures.
Microsoft Web IQ returns structured web evidence for grounded AI applications. Audit the evidence objects separately from Microsoft’s benchmark claims.
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