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wp.org search vs our merit ranking: “ai tts”

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 “ai tts”, 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

AI Provider for OpenAI shows at wp.org #5 but places #14 on merit, a gap of 9 places. Its 60K+ 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.

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 Text To Speech TTS Accessibility 4K+ · 4.8★ (93) wp.org #1 2 GSpeech TTS – WordPress Text To Speech Plugin 3K+ · 4.8★ (178) wp.org #2 3 Voice Audio Widgets – Voice recorder with Forms, AI Powered STT, TTS, Transcriptions, Language Teaching 300+ · 5.0★ (16) wp.org #6 3 too low 4 AI Text to Speech – TTS Plugin For WordPress 80+ · 4.3★ (6) wp.org #3 1 too high 5 Text to Speech – TTSWP 200+ · 5.0★ (6) wp.org #4 ↑3 1 too high 6 Accessibility by AllAccessible 2K+ · 5.0★ (15) wp.org #11 ↓1 5 too low 7 Screen Reader Accessibility – WCAG, Text-to-Speech & AI Accessibility Fixes 600+ · 4.8★ (31) wp.org #14 ↓1 7 too low 8 BeyondWords – AI audio for publishers 800+ · 3.6★ (27) wp.org #9 ↓1 1 too low 9 Trinity Audio – Text to Speech AI audio player to convert content into audio 2K+ · 4.0★ (25) wp.org #12 ↓1 3 too low 10 RankReady – AI SEO, Schema, llms.txt, AEO and GEO for ChatGPT, Gemini and Perplexity 500+ · 4.8★ (5) wp.org #8 ↓3 2 too high 11 Text to Speech – Reinvent WP 30+ · 4.7★ (15) wp.org #15 ↓3 4 too low 12 Kognetiks Chatbot 500+ · 4.5★ (22) wp.org #21 ↓4 9 too low 13 Ai Auto Tool Content Writing Assistant All in One 40+ · 4.1★ (8) wp.org #10 ↓1 3 too high 14 AI Provider for OpenAI 60K+ · 0.0★ (0) wp.org #5 ↓1 9 too high 15 AI Chatbot & Semantic Search: ChatGPT Answers From Your Content 100+ · 4.3★ (6) wp.org #17 ↓2 2 too low 16 AI Provider for Google 50K+ · 0.0★ (0) wp.org #7 9 too high 17 AI Provider for Mistral 100+ · 0.0★ (0) wp.org #13 4 too high 18 AI Provider for mittwald 20+ · 0.0★ (0) wp.org #16 2 too high 19 EasyIT AI Chat — Free AI Chatbot for WooCommerce & Business Sites 30+ · 0.0★ (0) wp.org #20 1 too low 20 DPA AI Assistant 10+ · 0.0★ (0) wp.org #22 ↓4 2 too low 21 Kriti AI — · 5.0★ (1) wp.org #18 ↓4 3 too high 22 Accessibility Assistant – Readabler 300+ · 0.0★ (0) wp.org #24 ↓3 2 too low 23 StoreGauge AI for WooCommerce — · 5.0★ (1) wp.org #19 ↓3 4 too high 24 AkaVoice – AI Article to Podcast — · 5.0★ (1) wp.org #23 ↓4 1 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.