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wp.org search vs our merit ranking: “generative optimization”

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 “generative optimization”, we agree with wp.org on the top plugin, and our order differs from theirs on 14 of the top 20.

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

pixeline Generative Engine Optimization – LLM.txt shows at wp.org #6 but places #17 on merit, a gap of 11 places. Its 100+ 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 #2 on merit, 4.6★ from 683 reviews, but shows at wp.org #8. 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 All in One SEO – AI SEO Plugin to Boost SEO Rankings & Traffic (Schema, Local SEO, Sitemap & SEO Insights) 2M+ · 4.7★ (5231) wp.org #1 2 GEO Plugin by Squirrly SEO 30K+ · 4.6★ (683) wp.org #8 6 too low 3 LovedByAI – GEO (Generative Engine Optimization) & AI SEO Plugin: AEO, llms.txt 1K+ · 4.4★ (5) wp.org #2 1 too high 4 ThinkRank SEO – AI SEO Plugin for SEO & Google Search Console 20K+ · 4.9★ (36) wp.org #10 6 too low 5 MAIO – ChatGPT SEO Tracking & AI Search Optimization 90+ · 5.0★ (4) wp.org #5 6 SEO for AI Search 300+ · 5.0★ (2) wp.org #3 3 too high 7 Ochatbot – AI Chatbot for eCommerce & Support 40+ · 5.0★ (7) wp.org #11 4 too low 8 Search Atlas SEO – OTTO AI SEO Automation for WordPress 7K+ · 3.3★ (24) wp.org #13 5 too low 9 LLMagnet – AI Visibility & AI SEO for Claude, ChatGPT & More 600+ · 5.0★ (6) wp.org #15 6 too low 10 AI Generative Search Optimizer 200+ · 0.0★ (0) wp.org #4 6 too high 11 RankReady – AI SEO, Schema, llms.txt, AEO and GEO for ChatGPT, Gemini and Perplexity 500+ · 4.8★ (5) wp.org #17 6 too low 12 ChatBot.com Conversational AI Support 1K+ · 3.7★ (10) wp.org #16 4 too low 13 GEO Rank Optimizer – Generative Engine Optimization 10+ · 5.0★ (2) wp.org #9 4 too high 14 CapstonAI – AI SEO & GEO Optimization 20+ · 5.0★ (3) wp.org #14 15 Rank Authority — AI SEO & GEO on Autopilot 50+ · 5.0★ (3) wp.org #21 6 too low 16 Auditizer – AI Website Audit & Optimization 50+ · 5.0★ (1) wp.org #7 9 too high 17 pixeline Generative Engine Optimization – LLM.txt 100+ · 3.0★ (2) wp.org #6 11 too high 18 Triomize – SEO, AEO & GEO Content Optimization 10+ · 5.0★ (2) wp.org #18 19 Crawl Hunt – Advanced SEO Optimization Tool 40+ · 5.0★ (1) wp.org #12 7 too high 20 Aidentity Generative Engine Optimizer 10+ · 0.0★ (0) wp.org #20 21 Replai GEO – Generative Engine Optimization for AI & LLMs 20+ · 0.0★ (0) wp.org #22 1 too low 22 ZS SEO Audit and Optimization — · 0.0★ (0) wp.org #23 1 too low 23 Zen GEO – Generative Engine Optimization 10+ · 0.0★ (0) wp.org #24 1 too low 24 WriteText.ai 80+ · 5.0★ (1) wp.org #19 5 too high

Merit ranking caps the install boost at 10M (wp.org leaves it uncapped), replaces the raw star average with a volume-weighted Bayesian 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.