~/talk

How AI Fuels BrokerChooser’s Growth

Talkat Craft Conference 2025 · 2025-05-29..05-30· [machine-learning]
links:none on file
slides:none on file

BrokerChooser translates its template-driven broker pages into 70 languages to scale from 100 brokers to ~7,000 localized pages, producing about 1 million pages in January and now generating roughly half the site’s traffic; translations launch in three weeks, use GPT/foundation models and an LLM-as-judge evaluation loop to pick the best model. An assistant called Nuri raises conversion for users who use it but sees low adoption so is paused. Data collection is experimental—using Perplexity, Crawl for AI and custom pipelines—aiming to cover 3,000 brokers.

AI-written summary · about

  1. 0:00Introduction
  2. 1:04Impact over AI tech
  3. 3:12BrokerChooser mission
  4. 7:13AI translation impact
  5. 13:44AI assistant Nuri conversion
  6. 18:42AI data collection challenges
  7. 21:54Key learnings
  8. 24:04Q&A
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