Stop making agents guess
Search rebuilt for agents.
Most search APIs return results. Relevan returns results with reasons and next steps alongside them, so agents can reason, recover, and stop guessing.
Weak results come back with no explanation.
The agent rewords the query and hopes.
Another blind rewrite. More tokens burned.
Still no signal about what is missing.
Low confidence, built on evidence nobody trusts.
Results return with reasons and next steps.
Relevan explains what was missing and what to try.
The agent refines with intent, not guesswork.
Backed by evidence — and it knows when to stop.
Live comparison
Regular search vs. Relevan
Both sides run the same opening query against the same catalog, and get the same results back. What differs is the response. Regular search hands over a ranked list and nothing else. Relevan also reports which words actually matched, which fields carried them, and which unused terms the top results share — so the next attempt is a decision instead of another guess.
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Run the search to compare regular search with the Relevan Protocol.
This walkthrough is scripted against a fixed product catalog, so it plays the same way every time. Every query, score, and protocol response is replayed from the real search engine — a test fails if any of them drifts. Sign in to the console to run it against your own data.
Fewer blind retries. Better retrieval decisions.
Reduce wasted search attempts
Agents recover faster when retrieval fails.
Lower token spend
Stop burning tokens on arbitrary query rewrites.
Improve answer confidence
Give agents better evidence before they respond.
Know when to stop
Avoid both premature answers and unnecessary search loops.
Building search for agents? Let's talk.
Relevan is working with teams designing agentic search, internal knowledge agents, and AI product experiences. If your agents rely on search, we can help identify where retrieval is breaking and how to design feedback loops that get better results faster.
- How your agents search today
- Where retries and retrieval failures happen
- What metrics to use for agentic retrieval quality
Reach out for a free consultation today!
Stop making agents guess.
Relevan is a search API that answers with more than results: every response carries the evidence an agent needs to judge what it got and decide what to do next. Point it at your data and your agents stop rewriting queries blind.