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wp.org search vs our merit ranking: “screenshot annotation”

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 “screenshot annotation”, we and wp.org disagree on the top plugin, and our order differs from theirs on 16 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

Noted Visual Feedback shows at wp.org #11 but places #23 on merit, a gap of 12 places. Its 100+ installs carry it up the search order; its 3.0★ average from 3 reviews, plus freshness and upkeep, place it lower on our volume-weighted scale.

Buried gem

PDF Poster – Let visitors read PDF’s without leaving the page places #3 on merit, 4.5★ from 149 reviews, but shows at wp.org #7. 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 Marker.io – Visual Website Feedback 4K+ · 5.0★ (44) wp.org #3 2 too low 2 Lazy Load for Videos 9K+ · 4.4★ (105) wp.org #5 ↑1 3 too low 3 PDF Poster – Let visitors read PDF’s without leaving the page 20K+ · 4.5★ (149) wp.org #7 ↓2 4 too low 4 Simple Commenter – Website Feedback tool 200+ · 5.0★ (13) wp.org #6 ↑1 2 too low 5 ScreenGlow Image Editor – Beautify, Mockup, Annotate, and Edit Images and Screenshots 50+ · 5.0★ (1) wp.org #1 4 too high 6 Annotix – Visual Website Feedback & Annotation 70+ · 0.0★ (0) wp.org #2 4 too high 7 Embeds for YouTube 9K+ · 4.2★ (24) wp.org #17 10 too low 8 Voice Audio Widgets – Voice recorder with Forms, AI Powered STT, TTS, Transcriptions, Language Teaching 300+ · 5.0★ (16) wp.org #22 ↓1 14 too low 9 Polski for WooCommerce 70+ · 4.8★ (10) wp.org #18 9 too low 10 Webvizio 100+ · 5.0★ (7) wp.org #20 ↓1 10 too low 11 Userback 2K+ · 3.6★ (9) wp.org #12 1 too low 12 LocalFeedback | Visual Client Feedback with Screenshots 10+ · 5.0★ (1) wp.org #4 8 too high 13 Previu – Visual Client Feedback for Elementor 40+ · 5.0★ (1) wp.org #8 5 too high 14 PageProofer 50+ · 5.0★ (1) wp.org #9 5 too high 15 FeedHat – On-Page Screenshot Feedback — · 5.0★ (1) wp.org #10 5 too high 16 Clicks Manual Payment Gateways for Pakistan 200+ · 5.0★ (1) wp.org #13 3 too high 17 Superflow: AI Website QA & Visual Feedback 20+ · 5.0★ (1) wp.org #14 ↑1 3 too high 18 Stillframe – Screenshot Capture & Markup — · 0.0★ (0) wp.org #19 ↓1 1 too low 19 Glow: maintenance & support management for agencies 800+ · 5.0★ (1) wp.org #15 ↓1 4 too high 20 Page Marker – Visual Feedback & Page Annotations — · 5.0★ (1) wp.org #16 4 too high 21 Corsen Context 90+ · 0.0★ (0) wp.org #21 ↓1 22 ZW Player Video Embed 10+ · 0.0★ (0) wp.org #24 ↓1 2 too low 23 Noted Visual Feedback 100+ · 3.0★ (3) wp.org #11 12 too high 24 Repoevo – Plugin Analytics, Keyword Tracking & Competitor Monitoring 10+ · 5.0★ (1) wp.org #23 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.