Plugin Pulse Beta
← Rankings

wp.org search vs our merit ranking: “keyword cannibalization”

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 “keyword cannibalization”, we agree with wp.org on the top plugin, and our order differs from theirs on 7 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

Seotune Search Insights shows at wp.org #12 but places #16 on merit, a gap of 4 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 All in One SEO – AI SEO Plugin to Boost SEO Rankings & Traffic (Schema, Local SEO, Sitemap & SEO Insights) 2M+ · 4.7★ (5,232) wp.org #1 2 GetGenie – AI SEO Assistant & Content Writer with Keyword Research, AEO & GEO 70K+ · 4.8★ (120) wp.org #2 3 SEO Booster 800+ · 4.8★ (54) wp.org #4 ↑2 wp.org ranks it 1 place below merit 4 Link Whisper Free 30K+ · 4.2★ (151) wp.org #5 ↑2 wp.org ranks it 1 place below merit 5 LinkBoss – Semantic AI Internal Linking 2K+ · 4.8★ (17) wp.org #3 ↑1 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 #9 ↑1 wp.org ranks it 3 places below merit 7 Hack The SEO – MCP Server for Claude, AI Bot Tracker, llms.txt, GEO Score & Cannibalization 10+ · 5.0★ (2) wp.org #6 ↓1 wp.org ranks it 1 place above merit 8 Antimanual – Compact AI Agent for Content, Chat & SEO Automation 200+ · 4.5★ (4) wp.org #8 9 RankFlect SEO – AI SEO Plugin with Schema, XML Sitemap, Meta Tags & Search Console 10+ · 5.0★ (3) wp.org #16 wp.org ranks it 7 places below merit 10 Pillark – Pillar & SEO Cluster Internal Linking 40+ · 0.0★ (0) wp.org #7 ↑2 wp.org ranks it 3 places above merit 11 EONSR AEO Agent — · 5.0★ (3) wp.org #17 wp.org ranks it 6 places below merit 12 ContextLift 20+ · 0.0★ (0) wp.org #11 ↑1 wp.org ranks it 1 place above merit 13 CitedSEO 10+ · 5.0★ (1) wp.org #10 ↑1 wp.org ranks it 3 places above merit 14 Minorank SEO 10+ · 0.0★ (0) wp.org #14 ↑1 15 Edward – AI SEO Autopilot & Content Writer 200+ · 0.0★ (0) wp.org #15 ↑1 16 Seotune Search Insights 10+ · 5.0★ (1) wp.org #12 ↑1 wp.org ranks it 4 places above merit 17 WriteText.ai 80+ · 5.0★ (1) wp.org #13 ↑1 wp.org ranks it 4 places above merit 18 Tidy SEO AI Refresh – Content Decay & Freshness Audit — · 0.0★ (0) wp.org #18 ↑1 19 SEO Content Strategy Manager 10+ · 0.0★ (0) wp.org #19 ↓1 20 SEOBot AI – SEO Automation, Content Optimizer & Internal Linking — · 0.0★ (0) wp.org #20 21 RankCycle SEO Connector — · 0.0★ (0) wp.org #21 22 Krishyogi AI Title Differentiator — · 0.0★ (0) wp.org #22 23 Clearyvo SEO – Image Alt Text, SEO Audit, XML Sitemap & Redirects — · 0.0★ (0) wp.org #23 24 DMValdez Semantic Engine — · 0.0★ (0) wp.org #24 ↓2

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.