Conference and Speaker Research
Finding speakers, topics, and past talks for event programming using search.
The problem
Programming a conference well means finding speakers who genuinely have relevant expertise and a track record of good talks, not just a recognizable name, and vetting a candidate speaker's actual talk history and topic fit traditionally requires manually digging through past conference programs and video archives.
How the workflow is built
Queries combine a candidate speaker's name with past conference appearances and talk topics, plus general topic-area queries to surface emerging voices in a subject who haven't yet spoken at major events, with past-talk video or transcript links used to assess actual presentation quality before an invitation goes out.
Example queries
"[speaker name]" conference talk OR keynote history"[topic area]" emerging expert OR thought leader 2026"[conference name]" past speakers "[topic]"
Pitfalls to watch for
- A speaker's search visibility correlates with how much conference and media exposure they've already had, which systematically favors already-prominent voices over genuinely knowledgeable but less self-promoted candidates — worth correcting for deliberately if programming diversity of voice matters.
- Past-talk video availability is inconsistent across conferences (some publish full recordings, others just slide decks or nothing), so a candidate's genuinely strong talk history can be under-represented in search results simply because it wasn't recorded or published.
- Topic and expertise claims in a speaker's public bio aren't independently verified by anything a search turns up, so for higher-stakes programming (a keynote, not a breakout session) a direct reference check still matters more than search-surfaced credentials.