MediaWiki · Native search vs Seekmodo

MediaWiki search / CirrusSearch falling short? Upgrade native search.

Special:Search and CirrusSearch are free baselines — and limited when readers mistype or search by intent. Seekmodo adds typo-tolerant suggest, AI relevance, pins, and analytics, while keeping native / CirrusSearch wired as fallback.

Download MediaWiki extension See the comparison

Why MediaWiki’s built-in search still frustrates readers

Wiki operators notice it when readers type a real query — a misspelling, a partial title, or everyday language — and land on weak or empty Special:Search results.

Special:Search / CirrusSearch baselines

Core Special:Search is basic; CirrusSearch (Elasticsearch) is better but still needs ops care. Typos, synonym gaps, and natural language still leak readers.

Suggest is uneven

Typeahead depends on skin, CirrusSearch config, or custom gadgets. Many wikis still ship a submit-and-wait Special:Search box.

Editorial control is heavy

Pins, redirects, and synonym ops are rarely first-class. Zero-result analytics to fix the leaks is hard to get without extra tooling.

Native MediaWiki search vs Seekmodo

Same wiki. Same articles. A different relevance layer — with Special:Search / CirrusSearch kept as fallback.

Capability	Native / CirrusSearch	Seekmodo
Matching & relevance
Typo-tolerant / misspelling rescue e.g. "brke pads" → brake pads
AI / intent-aware ranking
Learns from real clicks over time
Reader experience
Instant suggest / typeahead Skin / CirrusSearch dependent
Synonyms, redirects, did-you-mean
Editorial merchandising Pins, banners, deboosts
Ops & risk
Search analytics (top / zero-result queries)
Native search as always-on fallback If Seekmodo is unreachable, Special:Search / CirrusSearch still answers	—
Moves search query load off your server Queries hit Seekmodo’s hosted index; catalog sync stays on a light cron

Server load

Less search thrash on every query. More headroom for the rest of the site.

In Active mode, storefront search queries go to Seekmodo’s hosted index instead of hammering native Special:Search / CirrusSearch on your box. You keep a light catalog sync cron and click beacons — and native MediaWiki search stays armed as fallback.

Search queries offloaded
Shopper keystrokes and SERPs hit Seekmodo, not your primary DB / search cluster.
Light, scheduled sync
Indexer cron / push keeps the catalog fresh without per-query full scans.
Floor stays intact
Native search remains the safety net if the network path fails.

Upgrade without ripping out MediaWiki

The official Seekmodo extension routes Special:Search, JobQueue indexing, and click beacons — then you promote modes when you’re ready.

Enhanced Native

Install the extension. Improve the local floor even before you subscribe for full AI search.

Learning

Run alongside native / CirrusSearch results, gather click signal, and validate relevance on your real wiki.

Active

Seekmodo answers Special:Search. Native / CirrusSearch stays wired as fallback.

Ready for search that finds what readers meant? Try Seekmodo on MediaWiki.

14-day free trial on Essential. Official extension for MediaWiki 1.39+. Native / CirrusSearch fallback stays on.

Start free trial Install docs

Also see how Seekmodo compares overall and the MediaWiki extension download.