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wp.org search vs our merit ranking: “large language models (llm)”

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 “large language models (llm)”, we and wp.org disagree 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

LLM Bot Tracker – AI Crawler Detection & Analytics shows at wp.org #7 but places #15 on merit, a gap of 8 places. Its 1K+ installs carry it up the search order; its 3.0★ average from 2 reviews, plus freshness and upkeep, place it lower on our volume-weighted scale.

Buried gem

GEO Plugin by Squirrly SEO places #1 on merit, 4.6★ from 683 reviews, but shows at wp.org #13. 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 GEO Plugin by Squirrly SEO 30K+ · 4.6★ (683) wp.org #13 wp.org ranks it 12 places below merit 2 Odyssey LLMS 300+ · 5.0★ (2) wp.org #1 wp.org ranks it 1 place above merit 3 Mira LLM Optimizer 30+ · 5.0★ (4) wp.org #2 wp.org ranks it 1 place above merit 4 Website LLMs.txt 50K+ · 4.7★ (12) wp.org #5 wp.org ranks it 1 place below merit 5 LovedByAI – GEO (Generative Engine Optimization) & AI SEO Plugin: AEO, llms.txt 1K+ · 4.4★ (5) wp.org #3 wp.org ranks it 2 places above merit 6 SEO Engine – Smart SEO with AI, Schema & Redirection for WordPress 1K+ · 4.9★ (48) wp.org #16 wp.org ranks it 10 places below merit 7 MAIO – ChatGPT SEO Tracking & AI Search Optimization 90+ · 5.0★ (4) wp.org #4 wp.org ranks it 3 places above merit 8 One-V LLM Serve 10+ · 4.5★ (8) wp.org #11 wp.org ranks it 3 places below merit 9 LATW AI Translation for WPML 100+ · 5.0★ (5) wp.org #12 wp.org ranks it 3 places below merit 10 SaffireTech Bulk Edit Upsells and Cross-Sells for WooCommerce 200+ · 4.2★ (10) wp.org #17 wp.org ranks it 7 places below merit 11 DMValdez AI Context 40+ · 0.0★ (0) wp.org #6 wp.org ranks it 5 places above merit 12 ChatBot.com Conversational AI Support 1K+ · 3.7★ (10) wp.org #22 wp.org ranks it 10 places below merit 13 AI Provider for Ollama 300+ · 5.0★ (2) wp.org #14 wp.org ranks it 1 place below merit 14 LLMs.txt Builder 40+ · 5.0★ (1) wp.org #8 wp.org ranks it 6 places above merit 15 LLM Bot Tracker – AI Crawler Detection & Analytics 1K+ · 3.0★ (2) wp.org #7 wp.org ranks it 8 places above merit 16 AI Agent by SiteGround 1M+ · 1.7★ (98) wp.org #9 wp.org ranks it 7 places above merit 17 Mephivio Robots LLMs 30+ · 5.0★ (1) wp.org #10 wp.org ranks it 7 places above merit 18 LLM Override 20+ · 0.0★ (0) wp.org #18 19 HS3Dev AI Content Index for llms.txt 40+ · 0.0★ (0) wp.org #19 20 AI Blog Automator 100+ · 5.0★ (1) wp.org #15 wp.org ranks it 5 places above merit 21 AF Translate – AI Translation Editor, PO Editor & POT Generator for WordPress 700+ · 0.0★ (0) wp.org #23 wp.org ranks it 2 places below merit 22 GeoAgent Optimizer Lite 10+ · 5.0★ (1) wp.org #20 wp.org ranks it 2 places above merit 23 KP Agent Ready 70+ · 5.0★ (1) wp.org #21 wp.org ranks it 2 places above merit 24 SpamAnvil – AI Anti-Spam & Comment Spam Protection 20+ · 5.0★ (1) wp.org #24

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.