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wp.org search vs our merit ranking: “ai search bar”

wp.org orders by popularity, so a plugin a host bundled onto millions of sites, or a big-brand one that's slow and mediocre, can sit at the top. Our ranking is built to answer a different question: which of these is actually worth installing. How this works →

For “ai search bar”, we agree with wp.org on the top plugin, and our order differs from theirs on 9 of the top 20. 1 plugin is pushed down for signals wp.org ignores: errors, a host-installed base, or removal risk.

wp.org search ranks on

Install count (uncapped), the raw star average, freshness, and support. Popularity dominates, so the biggest install base usually wins regardless of how it got there.

We add

A cap on the install boost, volume-weighted ratings, and signals wp.org can't see: whether the install base is organic or host-pushed, and its risk of being pulled.

Ranked above its merit

AI Search for WooCommerce — Semantic & Live Search shows at wp.org #11 but places #21 on merit, a gap of 10 places. Its 90+ installs carry it up the search order; its 5.0★ average from 6 reviews, plus freshness and upkeep, place it lower on our volume-weighted scale.

Buried gem

Translate WordPress with GTranslate places #11 on merit, 4.9★ from 4,962 reviews, but shows at wp.org #17. A smaller install base keeps it further down the default search order than its quality signals alone would.

How this rank is calculated

Each plugin's merit score multiplies these inputs together: how recently it was updated, how current its "tested up to" WordPress version is, its install base (log scale, capped at 10 million), its support thread resolution rate, and a rating score. The rating score weights the star average by review volume against a sitewide prior, then scales it by the lower bound of the share of 4 and 5 star reviews. A plugin with 3.7 stars from tens of thousands of reviews can still outscore a 4.9 with a few dozen, because the small sample carries less certainty.

A health factor between 0.4 and 1.15 then adjusts that score for what wp.org's search can't see: PHP fatals or failed activations on a test install, PHP and WordPress compatibility, memory and page-speed footprint, suspicious review patterns, closure risk, and a large install base with very few reviews. Clean, adopted plugins earn a small lift.

A keyword ranking starts from wp.org's search order for the term, weighting each position by 1 divided by its place, then applies the merit correction and health factor above. Relevance to the keyword stays in the result, so the order can differ from the all-categories list on /best, which scores plugins with no search term.

Hover a row to see the main reason for its position.

merit plugin wp.org
1 Jetpack – AI Agents & MCP, Security, Backup & Analytics 3M+ · 3.7★ (2,409) wp.org #1 ↑4 2 AI Engine – MCP Server & AI Chatbot for WordPress, with Claude, ChatGPT & Gemini 90K+ · 4.9★ (876) wp.org #2 ↓1 3 TranslatePress – Translate Multilingual sites with AI Translation 400K+ · 4.7★ (1,668) wp.org #3 4 Elementor Website Builder – more than just a page builder 10M+ · 4.5★ (7,322) wp.org #4 ↓2 5 Premium Addons for Elementor – AI-Ready Elementor Addons, Widgets & Templates 600K+ · 4.9★ (1,680) wp.org #5 ↓1 6 Essential Addons for Elementor – Popular Elementor Templates & Widgets 1M+ · 4.9★ (4,133) wp.org #7 ↓1 wp.org ranks it 1 place below merit 7 Code Snippets 1M+ · 4.7★ (510) wp.org #6 ↓3 wp.org ranks it 1 place above merit 8 AI Puffer – AI Chatbot & MCP Server for Claude and ChatGPT 10K+ · 4.6★ (166) wp.org #8 9 Starter Templates: AI-Powered Website Templates for Elementor & Gutenberg 1M+ · 4.9★ (4,755) wp.org #13 ↓1 wp.org ranks it 4 places below merit 10 Better Messages – Chat Rooms, Group Chat, Private Messages & AI Chat Bots 10K+ · 4.8★ (142) wp.org #10 ↑6 11 Translate WordPress with GTranslate 900K+ · 4.9★ (4,962) wp.org #17 wp.org ranks it 6 places below merit 12 ElementsKit Elementor Addons – Advanced Widgets & Templates Addons for Elementor 1M+ · 4.9★ (2,052) wp.org #15 ↑4 wp.org ranks it 3 places below merit 13 Directorist: AI-Powered Business Directory, Listings & Classified Ads 20K+ · 4.6★ (698) wp.org #22 wp.org ranks it 9 places below merit 14 Events Search & Filter Bar for The Events Calendar 3K+ · 4.8★ (29) wp.org #9 wp.org ranks it 5 places above merit 15 Depicter — Popup & Slider Builder 70K+ · 4.6★ (236) wp.org #20 wp.org ranks it 5 places below merit 16 Classified Listing – AI-Powered Classified ads & Business Directory 9K+ · 4.8★ (138) wp.org #18 wp.org ranks it 2 places below merit 17 Echo Knowledge Base – Documentation, FAQs, Chat & Smart Search 10K+ · 4.9★ (124) wp.org #24 wp.org ranks it 7 places below merit 18 EventPrime – Events Calendar, Bookings, Tickets & AI 7K+ · 4.4★ (85) wp.org #19 ↓5 wp.org ranks it 1 place below merit 19 HashBar – Announcement, Notification Bar & Popup Campaign 9K+ · 4.2★ (38) wp.org #16 ↓3 wp.org ranks it 3 places above merit 20 AI Product Search for WooCommerce – Motive Commerce Search 300+ · 4.6★ (10) wp.org #12 ↓2 wp.org ranks it 8 places above merit 21 AI Search for WooCommerce — Semantic & Live Search 90+ · 5.0★ (6) wp.org #11 wp.org ranks it 10 places above merit 22 Visibility – Lightweight SEO, AEO and GEO for Search and AI 600+ · 5.0★ (6) wp.org #14 ↑1 wp.org ranks it 8 places above merit 23 Royal MCP – Secure AI Connector for Claude, ChatGPT & any LLM via MCP 10K+ · 5.0★ (7) wp.org #23 ↓3 24 Hostinger Reach – AI-Powered Email Marketing for WordPress 1M+ · 5.0★ (8) wp.org #21 ↑3 wp.org ranks it 3 places above merit

Merit ranking caps the install boost at 10M (wp.org leaves it uncapped), replaces the raw star average with a volume-weighted score and a Wilson lower bound, and keeps wp.org's own freshness and compatibility decays. Method from the plugin-directory source; see Meta Trac #8298. Positions are tracked daily from the first visit to a keyword, so the small arrows show movement since tracking began.