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

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 images”, we agree with wp.org on the top plugin, and our order differs from theirs on 6 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 shows at wp.org #8 but places #21 on merit, a gap of 13 places. Its 60K+ installs carry it up the search order; its 4.2★ average from 10 reviews, plus freshness and upkeep, place it lower on our volume-weighted scale.

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★ (7522) wp.org #1 2 Yoast SEO – Advanced SEO with real-time guidance and built-in AI 10M+ · 4.8★ (27820) wp.org #3 1 too low 3 Jetpack – AI Agents & MCP, Security, Backup & Analytics 3M+ · 3.7★ (2408) wp.org #2 ↑11 1 too high 4 AI Engine – MCP Server & AI Chatbot for WordPress, with Claude, ChatGPT & Gemini 90K+ · 4.9★ (874) wp.org #4 ↓1 5 WPVibe – MCP Server for WordPress, works with Claude, ChatGPT & other AI MCP agents 100K+ · 5.0★ (202) wp.org #5 ↓1 6 All in One SEO – AI SEO Plugin to Boost SEO Rankings & Traffic (Schema, Local SEO, Sitemap & SEO Insights) 2M+ · 4.7★ (5231) wp.org #6 ↓4 7 TranslatePress – Translate Multilingual sites with AI Translation 400K+ · 4.7★ (1667) wp.org #7 ↓2 8 WPForms – AI Form Builder for WordPress – Contact Forms, Payment Forms, Survey Form, Quiz & More 5M+ · 4.8★ (14388) wp.org #9 ↓1 1 too low 9 Elementor Website Builder – more than just a page builder 10M+ · 4.5★ (7322) wp.org #10 ↓3 1 too low 10 Premium Addons for Elementor – AI-Ready Elementor Addons, Widgets & Templates 600K+ · 4.9★ (1680) wp.org #11 ↓2 1 too low 11 Modula Image Gallery – Photo Grid & Video Gallery 100K+ · 4.7★ (617) wp.org #12 1 too low 12 ShortPixel Image Optimizer – Optimize Images, Convert WebP & AVIF 300K+ · 4.5★ (830) wp.org #13 ↓2 1 too low 13 SEOPress – AI SEO Plugin & On-site SEO 300K+ · 4.8★ (1268) wp.org #16 ↓1 3 too low 14 Imagify Image Optimization: Optimize Images | Compress & Convert to WebP/AVIF 900K+ · 4.3★ (1657) wp.org #14 ↓4 15 Starter Templates: AI-Powered Website Templates for Elementor & Gutenberg 1M+ · 4.9★ (4755) wp.org #20 ↓1 5 too low 16 Media File Renamer: Rename Images & Files for SEO (AI-Powered) 40K+ · 4.6★ (448) wp.org #19 3 too low 17 Widgets for Google Reviews 1M+ · 4.9★ (2668) wp.org #22 5 too low 18 AI Puffer – AI Chatbot & MCP Server for Claude and ChatGPT 10K+ · 4.6★ (166) wp.org #17 ↓1 1 too high 19 ShortPixel Adaptive Images – WebP, AVIF, CDN, Image Optimization 10K+ · 4.8★ (145) wp.org #24 ↓6 5 too low 20 MxChat – AI Chatbot & Content Generation for WordPress 2K+ · 5.0★ (31) wp.org #15 ↓1 5 too high 21 AI 60K+ · 4.2★ (10) wp.org #8 ↓2 13 too high 22 All Sources Images – Free Images from Pixabay, Unsplash, Openverse, Pexels & Giphy 500+ · 5.0★ (5) wp.org #21 ↓4 1 too high 23 AI Agent by SiteGround 1M+ · 1.7★ (98) wp.org #18 ↑2 5 too high 24 AI Marketing Expert — AI Email Marketing, AI Content Generator, SEO Analyzer, AI Workflow Automation, Social Media & Ai Chatbot 2K+ · 5.0★ (1) wp.org #23 ↓2 1 too high

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.