Khmer Web Search: topics, source pages, and a more useful discovery layer
The search bar is still the center. The product around it is starting to become a map of the Khmer web.
The latest round of work on Khmer Web Search was about turning the site from a plain search box into something closer to a Khmer web discovery layer.
Search is still the entry point. But if the goal is to make KhmerWebSearch.com genuinely useful, it cannot only answer “what pages match this query?” It also needs to help people browse what Cambodian and Khmer-language sources are publishing, which sources are active, and what broad topics are moving across the web.
Topic browsing is now live
The biggest new feature is topic support. Indexed pages can now be grouped into public topic areas such as national news, international news, geopolitics, economy and business, health, technology and science, sports, and entertainment.
That unlocks dedicated topic pages where users can browse recent and relevant pages without starting from a blank search query. A person interested in business coverage, sports, or technology can now begin from a topic rather than guessing the right Khmer keywords first.
The important part is not the labels themselves. It is the product direction: Khmer Web Search is becoming more structured. Instead of a pile of links, the index now has enough shape to support browsing, filtering, and eventually monitoring.
Search can be scoped by topic
Topic pages are not just static landing pages. Search can also be narrowed inside a topic. That means a query can be combined with a subject area, so the result set is smaller and more intentional.
This matters for Khmer search because many terms are ambiguous. The same word can show up in politics, business, entertainment, or social news. Topic-aware filtering gives the product another way to reduce noise without pretending that ranking alone can solve every problem.
The homepage became more useful
I also continued improving the homepage as a discovery surface. It now has more than the main search form:
- Browse topics so users can jump into broad areas of Khmer web coverage.
- Recently published pages to show what the index has picked up lately.
- Trending searches backed by real search activity instead of static suggestions.
- Quick glance cards for everyday information like weather, exchange rates, and gold prices.
- Popular source shortcuts so people can move quickly toward trusted Cambodian publishers.
That combination makes the front page feel less empty and more useful even before someone types a query. It also points toward the long-term shape of the product: search plus local context, not generic web search cosplay.
Source pages and publisher-specific search
Another important improvement is source-level navigation. Khmer Web Search now has dedicated pages for indexed sources, with search that can be scoped to a specific publisher.
This is a practical feature. Sometimes the user does not want “everything about a topic.” They want to know what one source published, or search inside a familiar Cambodian outlet. Giving each source its own searchable page makes the index easier to navigate and gives publishers a clearer place inside the product.
Better freshness and result quality
Behind the visible features, there was also work on freshness, source navigation, recent article balancing, and Khmer query behavior. The goal is simple: when someone searches for something current, the results should feel current; when someone searches for a known source, the product should understand that intent.
This is not glamorous work, but it is the kind that makes a search product feel less brittle. Good discovery depends on boring infrastructure: cleaner indexed pages, better source metadata, safer filtering, and fewer junk results getting surfaced as if they matter.
What this changes
The product is no longer only “type a query and hope the ranking is good.” It now has a few durable surfaces:
- search for direct intent,
- topics for browsing,
- sources for publisher navigation,
- homepage modules for daily discovery,
- freshness signals for what is happening now.
That is the right direction. Khmer Web Search does not need to compete with Google on being a universal search engine. It needs to be useful for Khmer and Cambodia-specific discovery: sources, topics, recency, and local web structure.
Try it
The topic and discovery updates are live on KhmerWebSearch.com. Try starting from the homepage topics, then narrow a query inside one topic or search within a specific source.
The work is still early, but the product is becoming clearer: not just a search box, but a structured map of the Khmer web.