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wp.org search vs our merit ranking: “sentiment detection”

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 “sentiment detection”, we and wp.org disagree on the top plugin, and our order differs from theirs on 7 of the top 20. 2 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

AI Content Generator for WooCommerce shows at wp.org #13 but places #20 on merit, a gap of 7 places. Its 70+ 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 SEO Engine – Smart SEO with AI, Schema & Redirection for WordPress 1K+ · 4.9★ (48) wp.org #2 1 too low 2 wpForo Forum 20K+ · 4.7★ (390) wp.org #3 ↑1 1 too low 3 AI 60K+ · 4.2★ (10) wp.org #1 2 too high 4 Kognetiks Chatbot 500+ · 4.5★ (22) wp.org #4 ↓1 5 AI Chat App – Live Agent Handover, Help Docs, Email, Call Button, Fast Support 100+ · 5.0★ (6) wp.org #6 1 too low 6 Text: AI chatbot, live chat & ticketing for customer service 100+ · 5.0★ (15) wp.org #14 8 too low 7 Zeno – AI-Powered Chatbot 10+ · 5.0★ (4) wp.org #8 1 too low 8 Majestic Support – The Leading-Edge Help Desk & Customer Support Plugin 3K+ · 5.0★ (8) wp.org #23 15 too low 9 FooConvert – AI Popup Builder for Flyouts, Overlays & Bars 100+ · 5.0★ (3) wp.org #10 1 too low 10 Support Helpdesk Ticket System Lite 10+ · 0.0★ (0) wp.org #5 5 too high 11 FortGuard Spam Protection — · 0.0★ (0) wp.org #9 2 too high 12 SheetLink Forms for Google Sheets and Excel 100+ · 5.0★ (1) wp.org #7 5 too high 13 llemmy – AI Visibility, GEO & AI Traffic Analytics — · 5.0★ (2) wp.org #17 ↑1 4 too low 14 MoodModerator – AI Comment Moderation & Sentiment Analysis — · 0.0★ (0) wp.org #11 3 too high 15 ReplyMind – AI Comment Responder — · 0.0★ (0) wp.org #12 ↑1 3 too high 16 Vigil-CMCC — Content Moderation Command Center — · 0.0★ (0) wp.org #15 1 too high 17 Aqoiy – AI & Human Customer Support Chatbot — · 0.0★ (0) wp.org #16 ↑1 1 too high 18 Shurvana AI Review insights for WooCommerce — · 0.0★ (0) wp.org #18 ↑1 19 Drishti GEO – AI Visibility Tracking and Analytics — · 0.0★ (0) wp.org #19 ↑1 20 AI Content Generator for WooCommerce 70+ · 0.0★ (0) wp.org #13 ↓1 7 too high 21 inqiro — · 0.0★ (0) wp.org #20 ↑1 1 too high 22 Geoboard Schema Injector — · 0.0★ (0) wp.org #21 ↑1 1 too high 23 KnowDesk AI Support Widget — · 0.0★ (0) wp.org #22 ↑2 1 too high 24 BaoBrain Analytics for WooCommerce — · 0.0★ (0) wp.org #24

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.