Queryra vs FiboSearch: AI Semantic Search vs the Most Popular WooCommerce Live Search

FiboSearch is the de facto live search plugin for WooCommerce. With 100,000+ active installations, a polished dropdown that autocompletes as customers type, and years of development built specifically for WooCommerce stores, it has earned its place as the recommended live search solution for thousands of merchants.

Queryra takes a different approach. Instead of focusing on the live dropdown experience, it replaces the underlying search engine with AI that understands meaning, not just keywords. Customers can search the way they actually think — "lightweight running shoes for flat feet" — and get relevant results even when product descriptions don't contain those exact words.

These two plugins aren't always direct competitors. In many cases they can work together. But choosing one over the other (or running both) depends on what kind of search problem you're trying to solve.

Full disclosure: I'm the founder of Queryra. I'll be straightforward about what FiboSearch does better — and there's plenty.

The single most important distinction between these plugins is what part of the search experience they prioritize.

FiboSearch is built around the live search dropdown — the polished autocomplete panel that appears under the search box as a customer types. It indexes your products, categories, posts, and tags, then matches them against the typed query character by character. It's fast, visually clean, and shows product images and prices right in the dropdown. It's keyword search optimized for the autocomplete experience.

Queryra is built around relevance. It converts your products into vector embeddings — numerical representations of meaning — and stores them in a cloud index. When a customer searches, Queryra finds products whose meaning is closest to the query, regardless of whether the exact words match. The architecture is different: FiboSearch lives in your WordPress database; Queryra runs through a cloud API.

This means FiboSearch shines when customers know what they're looking for and type close to the product name. Queryra shines when customers describe what they want in their own words. Both fix the broken default WordPress search, but they fix different parts of it.

FiboSearch — Keyword live search with autocomplete dropdown. Free version with core features. Pro at $99/year. 100,000+ active installs. Live product suggestions with images and prices, search analytics, multi-language support via WPML/Polylang. Runs entirely on your server.

Queryra — AI semantic search with vector embeddings and intent-aware query parsing. $9.99/month. Free WordPress.org plugin. Native multilingual support across 50+ languages. Cloud-based, off-site processing — zero performance hit.

The live dropdown UX is genuinely excellent. FiboSearch's autocomplete panel is one of the most polished search UIs in the WordPress ecosystem. Product thumbnails, prices, category labels, and "See more" links — all rendered cleanly with minimal configuration. For stores where the live dropdown is the primary discovery surface, FiboSearch is hard to beat.

100,000+ installs means battle-tested. FiboSearch runs on more WooCommerce stores than most other search plugins combined. Theme conflicts, WooCommerce edge cases, hosting quirks — they've encountered and fixed most of them. Queryra launched in January 2026.

The free version is generous. FiboSearch's free tier includes the core live search dropdown, image previews, and basic configuration. For small WooCommerce stores with a few hundred products, the free version often delivers a noticeably better search experience than default WordPress, without spending a dollar.

Runs entirely on your server. Your product data never leaves your hosting. No external API, no third-party dependency, no concerns about cloud uptime affecting your search. Queryra processes searches through our cloud — convenient for setup, but it is a dependency.

Built specifically for WooCommerce. FiboSearch was designed from day one for WooCommerce stores. It understands product variations, attributes, stock status, and price filters out of the box. Queryra also supports WooCommerce, but FiboSearch's WooCommerce-first architecture shows up in every feature.

Familiar pattern for shoppers. The autocomplete dropdown pattern is what shoppers expect — Amazon, eBay, and most major Shopify stores use similar UI. Customers don't need to learn anything new.

Natural language understanding. A customer searches "comfortable mat for yoga and pilates with good grip." FiboSearch looks for the words "comfortable," "mat," "yoga," "pilates," and "grip" in your product titles and descriptions. If your products are listed as "non-slip exercise mat" and "studio yoga mat," there's no keyword overlap and the dropdown returns nothing useful. Queryra understands the intent semantically and returns the right mats.

No "exact product name" requirement. A common complaint about keyword live search is that customers need to type close to the product name to see useful results. Queryra removes this constraint — customers can search how they think, not how the product is listed.

Multilingual native — no WPML required. Queryra's embedding model supports 50+ languages out of the box. A Norwegian customer searching "vektstang for hjemmegym" finds barbells whose descriptions are in English. FiboSearch can be made multilingual through WPML or Polylang, but it needs translated content and language-specific configuration.

Off-site infrastructure. Queryra indexes your content on our servers, so your WordPress database doesn't grow with the search index. FiboSearch's index lives in your database — typically not a huge problem, but on shared hosting with database size limits it can matter.

Intent-aware query parsing. Queryra extracts structured filters from natural language: "wireless headphones under $100, not Beats" becomes a semantic search with a price filter and brand exclusion. Keyword live search can't parse free-text into structured filters.

Plays alongside live search. This is the surprising point: Queryra and FiboSearch can run on the same site. FiboSearch handles the live dropdown autocomplete; Queryra powers the deeper search results page (or vice versa). They aren't fundamentally in conflict if you treat them as solving different parts of the search funnel. More on this below.

Try before you install. Queryra has public demos — a real WooCommerce store and 3,000+ Wikipedia articles — that anyone can search without signing up. No install, no setup, no commitment.

Imagine a WooCommerce home goods store. Three customers visit with three queries:

Customer 1: "white ceramic vase"
Both plugins return strong results. The keywords match products directly. FiboSearch's live dropdown shows thumbnails immediately as the customer types — clean UX. Queryra returns relevant vases on the results page.

Customer 2: "something to put fresh flowers in"
FiboSearch searches for "something," "fresh," "flowers." If your products are described as "tabletop vases" or "porcelain bud holders," the dropdown returns nothing useful — none of those words match the query. Queryra understands the intent and returns vases.

Customer 3: "gift for someone moving into first apartment"
FiboSearch returns nothing unless your products literally contain "moving," "first," or "apartment" in their descriptions. Queryra recognizes the semantic context — housewarming gifts, kitchen essentials, basic décor — and returns relevant products.

The pattern: when customers search like a shopper at Amazon (specific product names), FiboSearch's live dropdown delivers excellent UX. When customers search like a human (descriptive, intent-driven), Queryra delivers the result.

This is the most useful question to ask, and it has an unusual answer for a comparison post: yes, often they can.

FiboSearch is primarily a frontend experience — the live autocomplete dropdown. Queryra is primarily a backend search engine — what powers the "see all results" page. Many stores already pair a frontend live search plugin with a different backend search engine without realizing it.

A practical setup: FiboSearch handles the dropdown for quick lookups when customers know what they want ("blue mug"). Queryra handles the deeper search results page for ambiguous, intent-driven queries ("something my kid would like for his birthday"). The technical configuration involves letting FiboSearch own its own form and dropdown, while Queryra's REST API or search block powers a dedicated search results page.

This isn't a setup we actively encourage today — there's overlap in functionality and ongoing maintenance for two plugins — but it's worth knowing it's technically feasible. For most stores, picking one and committing is simpler. If you're already running FiboSearch and getting good live dropdown UX, Queryra can complement it on the results page rather than replace it.

FiboSearch:
- Free version: core live search dropdown, basic styling, WooCommerce product results
- Pro: $99/year (single site), $199/year (multi-site)
- Lifetime licenses available for higher tiers
- No per-search costs, no external API fees

Queryra:
- Free plugin on WordPress.org
- 14-day free trial, no credit card required
- Starter: $9.99/month — full WooCommerce support
- Enterprise: contact for larger catalogs

For a single WooCommerce store, FiboSearch Pro costs $99/year. Queryra Starter costs $120/year ($9.99 × 12). On price alone the difference is modest — the bigger question is which kind of search your store actually needs.

Choose FiboSearch if:

You want a polished live search dropdown that looks great out of the box. Your customers typically search with specific product names or close variations. You prefer everything running on your own server with no external API. You're on a tight budget and the free version covers your needs. You want the most battle-tested WooCommerce live search plugin on the market.

Choose Queryra if:

Your customers search with descriptive, intent-driven queries that don't match exact product names. You sell in multiple languages and don't want to maintain translated synonym lists. You want AI to handle relevance automatically rather than configuring weights or keywords. You're willing to pay $9.99/month for search that understands customer intent.

Run both if:

Your live dropdown UX is already working well with FiboSearch — keep it. Add Queryra to power your dedicated search results page where customers land for longer, more exploratory queries.

FiboSearch earned its 100,000+ installs by being good at one thing: the live search dropdown for WooCommerce. The UX is polished, the WooCommerce integration is deep, and the free version is genuinely usable. It's the default recommendation for WooCommerce live search, and for most stores it remains the right choice for the autocomplete experience.

But keyword live search has limits. When customers type "comfortable shoes for standing all day under $80" instead of "Nike Air Max," no amount of configuration tuning helps. That's where semantic search wins — and that's the gap Queryra was built to fill.

If your customers search like they're at a search engine — specific terms, exact names — FiboSearch is excellent. If they search like they'd describe a product to a friend, Queryra fits better. Many stores will find that both have a place: FiboSearch for the dropdown, Queryra for the results page.

Two technologies, two different generations of search, both fixing different parts of the same broken default WordPress search.