Intelligent search,
explained.
Your site search box is where questions go to die. Here's what intelligent search actually means, and what comes after it.
Semantic matching vs keyword strings
Intelligent search understands what a visitor means, not just the words they typed. Where keyword search matches strings — and fails on synonyms, typos and phrasing — intelligent search uses semantic matching to find content by meaning. Ask a university site for "becoming a nurse" and intelligent search finds the Bachelor of Nursing page even though the words don't match.
From keyword list to direct answers
| Keyword site search | Intelligent / semantic search | Conversational answer engine | |
|---|---|---|---|
| Matches on | Exact words | Meaning | Meaning + who's asking |
| Returns | A list of links | A better list of links | A direct, cited answer |
| Handles follow-ups | No | No | Yes — it's a conversation |
| Tells you what visitors needed | No | Rarely | Yes — every question logged |
When a better list of links still isn't enough
The limits of traditional enterprise site search: visitors don't want to triage ten results; they want the answer and the source. Especially on knowledge-heavy sites where the "result" spans several pages.
Moving from search results to direct answers
An AI concierge sits on top of your existing content, answers directly with citations, and reports the questions it couldn't answer. This shifts search from a list-triage task to an active dialogue. Learn more about how it works or our audience intelligence.
Search & AI, in detail
What's the difference between intelligent search and AI search?expand_more
Largely naming — both mean semantic matching; "AI search" also now refers to answer engines.
Do we have to replace our site search?expand_more
No. Contexto runs alongside it; many visitors simply stop needing the search box.
Does intelligent search work on any CMS?expand_more
Yes. It indexes published pages, independent of how they're built.
Your visitors are ready to tell you exactly what they need. Are you ready to hear it?
You'll be speaking with the team at Marameo Design — 15 years building digital platforms for health, research, and university organisations.
30 minutes, no obligation