Tim Sanders

Tim Sanders, Chief Innovation Officer at G2, oversees large-scale B2B buyer behavior data. He discusses how AI-powered search is reshaping enterprise software discovery. He highlights using markdown-formatted key takeaways at page tops to improve AI crawling. He explains why transparent pricing helps models calculate expected value for buyers.

Tim Sanders, Chief Innovation Officer at G2 who studies B2B buyer behavior, explains how enterprise buyers use AI far more than traditional search. He explores AI-driven discovery, what content needs to be optimized for AI crawling, and how pricing transparency and representation affect buyer perception. Short, practical and focused on AI’s impact on the research funnel.

Tim Sanders, Chief Innovation Officer at G2, studies behavior of 100M+ annual software buyers. He explains how people phrase prompts differently from keywords. He discusses voice and prompt adoption, how keyword tools miss emerging signals, and why some IT buyers avoid traditional search. The conversation focuses on discovery shifts, markdown and pricing clarity for AI, and where research blindspots appear.

Tim Sanders, Chief Innovation Officer at G2, leads AI-driven buyer research from a massive software dataset. He discusses how buyer research has shifted rapidly, why mid-level IT staff now drive AI purchases, and how markdown and pricing transparency affect AI content discovery. Short, sharp insights on preparing enterprise brands for AI-driven search.

Tim Sanders, Chief Innovation Officer at G2 and longtime search veteran, shares how AI chatbots now start half of global software searches. He discusses the shift from reference to inference, why verified review data matters for AI citations, the rise of recent rich reviews and video transcripts, and how companies must rethink visibility for an LLM-first buying world.