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8 stories for “metadata”Page 1 of 1
AI Discovery

AI Answer Engines Strip "Path Metadata," Leaving Users Confidently Underinformed, Research Shows

A convergence of academic studies — including a Wharton experiment with more than 10,000 participants and a Pew Research Center tracking study of nearly 69,000 Google searches — shows that AI-generated summaries reduce how much users learn, suppress source clicks, and erode the natural feedback loop that once let readers gauge how reliable an answer was. Writing for Search Engine Journal, Duane Forrester argues the findings carry direct consequences for content publishers and B2B marketers.

4 min read
Content Operations

Evalueserve and Databricks Partner to Build Trusted Data Foundations for Enterprise AI

Evalueserve, a global AI services firm, has announced a partnership with Databricks to help enterprises modernize data environments, strengthen governance, and scale AI adoption. The collaboration combines the Databricks Data + AI Platform with Evalueserve's domain and data engineering expertise, and will include a portfolio of industry-specific accelerators targeting use cases such as private credit, data quality, and data warehouse automation.

3 min read
AI Discovery

Intent-Aware AI Search Challenges Traditional Keyword Systems as Google's AI Mode Tops 1 Billion Users

A Martech360 analysis published 23 September 2026 compares traditional keyword-based site search with intent-aware AI search. While exact-match retrieval retains value for precise queries, semantic and vector-based approaches better handle natural-language queries. The report cites Google's AI Mode reaching 1 billion monthly active users in May 2026 and references vendor documentation from IBM, Microsoft, OpenAI and AWS to illustrate the technical and commercial stakes.

5 min read
AI Discovery

How To Map The Sources Shaping AI Answers In Your Industry

Trendos Chief Commercial Officer Gintare Rimolaityte outlined a citation-audit framework in a Search Engine Journal webinar, showing marketers how to identify which sources inform AI-generated answers across Google AI Overviews, Perplexity, ChatGPT, and Gemini — and how to turn competitor citation gaps into a concrete action list.

4 min read