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wp.org search vs our merit ranking: “qa assistant”

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 “qa assistant”, we agree with wp.org on the top plugin, and our order differs from theirs on 9 of the top 20. 3 plugins are 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 it throws errors on current PHP, whether the install base is organic or host-pushed, and its risk of being pulled.

Ranked above its merit

MCP Content Manager Lite shows at wp.org #16 but places #22 on merit, a gap of 6 places. Its 100+ installs carry it up the search order; its 0.0★ average from 0 reviews, plus freshness and upkeep, place it lower on our volume-weighted scale.

merit plugin wp.org
1 QA Assistants – Driven by data 2K+ · 4.5★ (8) wp.org #1 2 AI Product Tools – Bulk Product Content Generator & AI Toolkit for WooCommerce 500+ · 4.8★ (16) wp.org #4 2 too low 3 WP Site Checker – Speed, Security & QA Monitoring 10+ · 5.0★ (7) wp.org #3 ↓1 4 QA Assistant — · 5.0★ (2) wp.org #2 ↓1 2 too high 5 Reviso – Client Feedback & Approvals for Bricks, Elementor & Gutenberg 200+ · 5.0★ (4) wp.org #6 ↓2 1 too low 6 Search Atlas SEO – OTTO AI SEO Automation for WordPress 7K+ · 3.3★ (24) wp.org #9 ↓2 3 too low 7 CommerceBird – AI Support & Sales Agents, Helpdesk and B2B for WooCommerce 400+ · 5.0★ (7) wp.org #10 ↓2 3 too low 8 BaseCloud UTM Tracker 90+ · 5.0★ (2) wp.org #11 ↓2 3 too low 9 AIOHM Knowledge Assistant 10+ · 0.0★ (0) wp.org #5 ↓2 4 too high 10 OurNetHelps Mortgage Q&A Assistant — · 0.0★ (0) wp.org #8 ↓2 2 too high 11 EngageDock AI – Smart Support Assistant — · 5.0★ (1) wp.org #7 ↓2 4 too high 12 6rsh Messaging and Automation — · 5.0★ (2) wp.org #18 ↓2 6 too low 13 LeoSearch – AI Search & Shopping Assistant for WooCommerce — · 0.0★ (0) wp.org #13 ↓3 14 AI Flash Tune – Abandoned Cart Recovery & Funnel Analytics for WooCommerce 300+ · 0.0★ (0) wp.org #14 ↓2 15 Custom SMTP: Email Deliverability – FREE & Easy-to-use 200+ · 5.0★ (1) wp.org #12 ↓1 3 too high 16 KnowDesk AI Support Widget — · 0.0★ (0) wp.org #17 ↓2 1 too low 17 SupportZiip — · 0.0★ (0) wp.org #19 ↓2 2 too low 18 WriteText.ai 80+ · 5.0★ (1) wp.org #15 ↓2 3 too high 19 Breadbugger — · 0.0★ (0) wp.org #20 ↓2 1 too low 20 Crownify — · 0.0★ (0) wp.org #22 ↓2 2 too low 21 WindCodex Forge – Read-Only AI Diagnostics — · 0.0★ (0) wp.org #23 ↓2 2 too low 22 MCP Content Manager Lite 100+ · 0.0★ (0) wp.org #16 ↓2 6 too high 23 Checknaut — · 0.0★ (0) wp.org #24 ↓2 1 too low 24 W2S – WooCommerce to Shopify Sync 80+ · 3.0★ (2) wp.org #21 ↓2 3 too high

Merit ranking caps the install boost at 1M (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.