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wp.org search vs our merit ranking: “agentic seo”

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 “agentic seo”, we and wp.org disagree on the top plugin, and our order differs from theirs on 15 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

ProRank SEO shows at wp.org #7 but places #15 on merit, a gap of 8 places. Its 10+ installs carry it up the search order; its 5.0★ average from 1 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 ThinkRank SEO – AI SEO Plugin for SEO & Google Search Console 20K+ · 4.9★ (36) wp.org #2 1 too low 2 Angie – Agentic AI 100K+ · 3.3★ (20) wp.org #1 1 too high 3 Royal MCP – Secure AI Connector for Claude, ChatGPT & any LLM via MCP 10K+ · 5.0★ (7) wp.org #4 1 too low 4 Frontman – AI Website Editor 80+ · 5.0★ (7) wp.org #5 1 too low 5 Insights from Google PageSpeed 10K+ · 4.8★ (28) wp.org #11 ↑1 6 too low 6 Agentic Commerce for WooCommerce 70+ · 4.2★ (5) wp.org #3 3 too high 7 Share Buttons & AI-powered Summaries 1K+ · 5.0★ (16) wp.org #17 ↑1 10 too low 8 OpenStation – Admin Dashboard Notes, Custom Dashboard, AI Assistant & PWA 1K+ · 5.0★ (23) wp.org #24 16 too low 9 Rocketship SEO 10+ · 5.0★ (5) wp.org #10 1 too low 10 EasyCommerce – Agentic AI Ecommerce & Online Store Builder 10+ · 4.7★ (12) wp.org #18 ↓1 8 too low 11 ClearPost – AI Auto Blogging & SEO Agent 80+ · 4.5★ (4) wp.org #8 ↓1 3 too high 12 AgizoAI Agentic Browsing Optimizer 50+ · 0.0★ (0) wp.org #6 ↑2 6 too high 13 LLMs.txt Curator 100+ · 5.0★ (4) wp.org #19 6 too low 14 NIBWP – Self-Hosted MCP Server – Connect Claude, ChatGPT, Cursor & Any AI Agent via MCP 300+ · 5.0★ (3) wp.org #20 6 too low 15 ProRank SEO 10+ · 5.0★ (1) wp.org #7 ↓1 8 too high 16 Auto LLMS (.txt) Generator 300+ · 5.0★ (1) wp.org #9 7 too high 17 Agentic Optimization – SEO for AI Agents 10+ · 0.0★ (0) wp.org #14 3 too high 18 Agentic Bridge — · 5.0★ (1) wp.org #12 ↓1 6 too high 19 Agentic SEO for Visibility — · 0.0★ (0) wp.org #16 3 too high 20 42A AI Visibility – Agentic Enablement Layer (AEL) 10+ · 5.0★ (1) wp.org #13 7 too high 21 Agentic Commerce Protocol & ChatGPT Product Feed for WooCommerce 20+ · 5.0★ (1) wp.org #15 6 too high 22 Conversion Agent Discovery 100+ · 0.0★ (0) wp.org #21 ↑1 1 too high 23 Demfilz AI Agentic Engine Optimization and SEO — · 0.0★ (0) wp.org #22 ↓1 1 too high 24 Agentic Commerce – LLMs.txt for WooCommerce — · 0.0★ (0) wp.org #23 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.