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

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 “private ai search”, we agree with wp.org on the top plugin, and our order differs from theirs on 12 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 Search shows at wp.org #5 but places #16 on merit, a gap of 11 places. Its 200+ installs carry it up the search order; its 5.0★ average from 3 reviews, plus freshness and upkeep, place it lower on our volume-weighted scale.

Buried gem

Translate WordPress with Weglot 2.0 – Multilingual AI Translation places #11 on merit, 4.8★ from 1,941 reviews, but shows at wp.org #22. 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 Rank Math SEO – AI SEO Tools to Dominate SEO Rankings 4M+ · 4.8★ (7,522) wp.org #1 2 AI Engine – MCP Server & AI Chatbot for WordPress, with Claude, ChatGPT & Gemini 90K+ · 4.9★ (876) wp.org #2 3 Anti-Spam, Spam FireWall by CleanTalk 200K+ · 4.8★ (3,224) wp.org #6 ↑1 wp.org ranks it 3 places below merit 4 Better Messages – Chat Rooms, Group Chat, Private Messages & AI Chat Bots 10K+ · 4.8★ (142) wp.org #4 ↑1 5 Easy MCP AI – Connect Claude to WordPress: MCP Server for ChatGPT & AI Agents 30K+ · 4.9★ (16) wp.org #3 ↑1 wp.org ranks it 2 places above merit 6 AI Puffer – AI Chatbot & MCP Server for Claude and ChatGPT 10K+ · 4.6★ (166) wp.org #8 ↑3 wp.org ranks it 2 places below merit 7 My Private Site – Make Your Whole Site Private, Force Login & Block Registration Spam 10K+ · 4.5★ (82) wp.org #7 ↑1 8 Members – Membership & User Role Editor Plugin 300K+ · 4.9★ (1,281) wp.org #16 wp.org ranks it 8 places below merit 9 Directorist: AI-Powered Business Directory, Listings & Classified Ads 20K+ · 4.6★ (698) wp.org #15 wp.org ranks it 6 places below merit 10 Ninja Forms – Contact Form Builder with Calculators, Quizzes, Signatures & AI Form Builder 500K+ · 4.4★ (1,398) wp.org #14 ↑1 wp.org ranks it 4 places below merit 11 Translate WordPress with Weglot 2.0 – Multilingual AI Translation 50K+ · 4.8★ (1,941) wp.org #22 ↓5 wp.org ranks it 11 places below merit 12 MxChat – AI Chatbot & Content Generation for WordPress 2K+ · 5.0★ (31) wp.org #9 wp.org ranks it 3 places above merit 13 Better Search – Relevant search results for WordPress 5K+ · 4.4★ (61) wp.org #11 ↑1 wp.org ranks it 2 places above merit 14 Events Manager – Calendar, Bookings, Tickets, Appointments and more! 60K+ · 4.2★ (551) wp.org #23 wp.org ranks it 9 places below merit 15 EventPrime – Events Calendar, Bookings, Tickets & AI 7K+ · 4.4★ (85) wp.org #24 ↓2 wp.org ranks it 9 places below merit 16 AI Search for WooCommerce – Semantic Search 200+ · 5.0★ (3) wp.org #5 ↑1 wp.org ranks it 11 places above merit 17 Visibility – Lightweight SEO, AEO and GEO for Search and AI 600+ · 5.0★ (6) wp.org #10 ↑2 wp.org ranks it 7 places above merit 18 AI Product Search for WooCommerce – Motive Commerce Search 300+ · 4.6★ (10) wp.org #13 wp.org ranks it 5 places above merit 19 AI Search for WooCommerce — Semantic & Live Search 90+ · 5.0★ (6) wp.org #12 ↑2 wp.org ranks it 7 places above merit 20 Secure MCP Server for Claude, ChatGPT, Gemini and other AI Agents 9K+ · 5.0★ (10) wp.org #20 ↑3 21 Royal MCP – Secure AI Connector for Claude, ChatGPT & any LLM via MCP 10K+ · 5.0★ (7) wp.org #18 wp.org ranks it 3 places above merit 22 WSP MCP – Free MCP Plugin for WordPress: Connect Claude, ChatGPT & AI Agents 3K+ · 5.0★ (7) wp.org #19 ↑1 wp.org ranks it 3 places above merit 23 Hostinger Reach – AI-Powered Email Marketing for WordPress 1M+ · 5.0★ (8) wp.org #17 ↑2 wp.org ranks it 6 places above merit 24 AI Content Signals 800+ · 5.0★ (3) wp.org #21 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.