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wp.org search vs our merit ranking: “voice 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 “voice assistant”, we agree with wp.org on the top plugin, and our order differs from theirs on 12 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

White Label voice assistant for ElevenLabs AI Agents shows at wp.org #11 but places #20 on merit, a gap of 9 places. Its 40+ 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.

Buried gem

SupportCandy – Helpdesk, Support Ticket System & AI Chatbot places #7 on merit, 4.9★ from 289 reviews, but shows at wp.org #19. 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 AI Engine – MCP Server & AI Chatbot for WordPress, with Claude, ChatGPT & Gemini 90K+ · 4.9★ (874) wp.org #1 ↑3 2 WPVibe – MCP Server for WordPress, works with Claude, ChatGPT & other AI MCP agents 100K+ · 5.0★ (201) wp.org #2 ↓1 3 GetGenie – AI SEO Assistant & Content Writer with Keyword Research, AEO & GEO 70K+ · 4.8★ (119) wp.org #3 ↓1 4 Better Messages – Chat Rooms, Group Chat, Private Messages & AI Chat Bots 10K+ · 4.8★ (142) wp.org #5 ↑1 1 too low 5 AI Puffer – AI Chatbot & MCP Server for Claude and ChatGPT 10K+ · 4.6★ (166) wp.org #7 2 too low 6 Salon Booking System – Appointment Booking for Salons, Barbershops & Spas 2K+ · 4.4★ (187) wp.org #13 7 too low 7 SupportCandy – Helpdesk, Support Ticket System & AI Chatbot 10K+ · 4.9★ (289) wp.org #19 12 too low 8 Text To Speech TTS Accessibility 4K+ · 4.8★ (93) wp.org #15 ↓3 7 too low 9 AI ChatBot with ChatGPT and Content Generator by AYS 300+ · 5.0★ (9) wp.org #6 ↓1 3 too high 10 Semrush SEO Writing Assistant 8K+ · 2.8★ (25) wp.org #4 ↓1 6 too high 11 WPBot – AI ChatBot for Live Support, Lead Generation, WordPress Automation, AI Services 5K+ · 4.7★ (124) wp.org #23 ↓2 12 too low 12 Newsletters, Email Marketing, SMS and Popups by Omnisend 100K+ · 4.8★ (17) wp.org #14 2 too low 13 SchemaEngine AI – AI Schema Markup, Reviews & Rich Snippets for SEO 10K+ · 4.8★ (25) wp.org #24 11 too low 14 Comment Link Remove and Other Comment Tools 8K+ · 4.1★ (15) wp.org #16 ↑1 2 too low 15 AI Product Tools – Bulk Product Content Generator & AI Toolkit for WooCommerce 500+ · 4.8★ (16) wp.org #21 ↓1 6 too low 16 AISA — AI SEO & GEO Assistant with MCP: Alt Text for Accessibility (WCAG), Meta, Schema, Brand Voice — Your Own API Keys 50+ · 5.0★ (2) wp.org #8 8 too high 17 SEO for AI Search 300+ · 5.0★ (2) wp.org #9 ↑2 8 too high 18 Accessibility Assistant – Readabler 300+ · 0.0★ (0) wp.org #10 8 too high 19 DBM Sonia – AI Shop Assistant for WooCommerce 10+ · 5.0★ (2) wp.org #18 ↓2 1 too high 20 White Label voice assistant for ElevenLabs AI Agents 40+ · 5.0★ (1) wp.org #11 ↓2 9 too high 21 AddSynapse – AI Website & Store Assistant for WooCommerce 20+ · 5.0★ (1) wp.org #12 9 too high 22 Copuloo – Phone System 30+ · 5.0★ (1) wp.org #17 ↓2 5 too high 23 ContentPen 300+ · 5.0★ (1) wp.org #20 ↑3 3 too high 24 UltraPress – AI Assistant, Chatbot & SEO 700+ · 5.0★ (1) wp.org #22 ↓4 2 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.