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wp.org search vs our merit ranking: “voice chatbot”

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 chatbot”, we agree with wp.org on the top plugin, and our order differs from theirs on 11 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

Easy-Peasy.AI Chatbot shows at wp.org #7 but places #20 on merit, a gap of 13 places. Its 100+ 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

GetGenie – AI SEO Assistant & Content Writer with Keyword Research, AEO & GEO places #8 on merit, 4.8★ from 119 reviews, but shows at wp.org #17. 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 2 WPBot – AI ChatBot for Live Support, Lead Generation, WordPress Automation, AI Services 5K+ · 4.7★ (124) wp.org #2 3 AI Puffer – AI Chatbot & MCP Server for Claude and ChatGPT 10K+ · 4.6★ (166) wp.org #6 3 too low 4 SupportCandy – AI Customer Support Ticket System & Live Chatbot Agent 10K+ · 4.9★ (289) wp.org #8 ↑3 4 too low 5 BetterDocs – AI Documentation, Knowledge Base, MCP Server, Docs, Wikis, FAQ & Chatbot 30K+ · 4.8★ (515) wp.org #9 ↓2 4 too low 6 Voice Audio Widgets – Voice recorder with Forms, AI Powered STT, TTS, Transcriptions, Language Teaching 300+ · 5.0★ (16) wp.org #4 2 too high 7 Kognetiks Chatbot 500+ · 4.5★ (22) wp.org #5 2 too high 8 GetGenie – AI SEO Assistant & Content Writer with Keyword Research, AEO & GEO 70K+ · 4.8★ (119) wp.org #17 ↑1 9 too low 9 AxiaChat AI – Free AI Chatbot (Answers Customers Automatically) 500+ · 5.0★ (12) wp.org #10 1 too low 10 Text: AI chatbot, live chat & ticketing for customer service 100+ · 5.0★ (15) wp.org #15 5 too low 11 Comment Link Remove and Other Comment Tools 8K+ · 4.1★ (15) wp.org #13 ↑1 2 too low 12 AI ChatBot with ChatGPT and Content Generator by AYS 300+ · 5.0★ (9) wp.org #14 ↑2 2 too low 13 Jotform – AI Chatbot 5K+ · 5.0★ (1) wp.org #3 10 too high 14 REVE Chat – AI Chatbot, Live Chat, Helpdesk, Campaigns & More 100+ · 4.8★ (9) wp.org #23 ↑1 9 too low 15 Resolai – AI Chatbot for Customer Support 300+ · 5.0★ (4) wp.org #18 ↑5 3 too low 16 Zeno – AI-Powered Chatbot 10+ · 5.0★ (4) wp.org #19 3 too low 17 ILACHAT – AI Chatbot & Live Chat 200+ · 4.7★ (3) wp.org #16 ↑1 1 too high 18 AI Chatbot & Live Chat – WebChatAgent 300+ · 5.0★ (2) wp.org #12 6 too high 19 YourGPT Chatbot – AI chatbot, AI helpdesk, AI Automation and more 30+ · 5.0★ (3) wp.org #20 1 too low 20 Easy-Peasy.AI Chatbot 100+ · 5.0★ (1) wp.org #7 ↑1 13 too high 21 HelpJet – AI Support Chatbot Trained on Your Website & Docs 100+ · 4.5★ (2) wp.org #21 ↑1 22 AI Marketing Expert — AI Email Marketing, AI Content Generator, SEO Analyzer, AI Workflow Automation, Social Media & Ai Chatbot 2K+ · 5.0★ (1) wp.org #11 ↑2 11 too high 23 aGo AI Chatbot, AI Chat Widget with Knowledge Base 100+ · 0.0★ (0) wp.org #24 1 too low 24 UltraPress – AI Assistant, Chatbot & SEO 700+ · 5.0★ (1) wp.org #22 ↓1 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 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.