AI search quality depends on the next action, not just results
Search in s does not always end with a user typing a query and receiving a ranked list of results. The query can be only the starting point. The system may ask a question, suggest related searches, open a tool, show a discount, display a no-results screen, or send the user through a security check.
Search quality therefore depends on more than matching the right documents or products. The system also has to choose the right next action for the user’s intent. Two queries that look almost the same may need very different handling.
One may need direct navigation, another may need shopping results, another may need clarification, and another may need no result at all. For AI agents, search is not just retrieval; it is .
Key points
- may need to trigger a next step instead of only returning results.
- Possible next steps include questions, tool use, recommendations, , or security checks.
- Similar-looking queries can require completely different handling.
- For AI agents, search combines retrieval with .
- Better can help avoid unnecessary work and cost.