Training Example: Roundcube – Review the Data, Give Your Score & Compare to the Real AI Evaluation

Industry Context — Common BS Fingerprints in Software, SaaS & Tech Products
Generic Claims: the all-in-one platform, trusted by thousands of companies, increase productivity by X percent, save hours every week…
Red Flags: AI claims without explaining what the AI does, customer logos without case study or testimonial evidence, no live product access or demo, SOC 2 claims without audit period or report availability…
Semantic Drift Patterns: homepage claims AI-powered but product is rules-based, claims enterprise-grade but pricing page shows startup tiers only, homepage shows Fortune 500 logos but case studies are small businesses, claims all-in-one but integration page shows critical missing pieces…
Proof Expectations: live product demo or free trial access, specific feature documentation with screenshots, verified customer logos with published case studies, third-party review scores on G2, Capterra, or TrustRadius…

Roundcube

(https://roundcube.net) 📸 Data Snapshot: May 25, 2026

Analyze the raw signals below. How would a machine score this business’s credibility?

Here are the exact signals captured from up to six pages of the site — the same raw inputs the evaluation engine analyzed. They are grouped by signal type so you can weigh each the way the machine does.

🏗️ Semantic Structure — heading hierarchy & page identity (Info Density · Commodity Fingerprint)
HOMEPAGE Roundcube – Free and Open Source Webmail Software (https://roundcube.net)
Title

Roundcube – Free and Open Source Webmail Software

Meta

Free and open source webmail software for the masses, written in PHP

H1 Roundcube webmail…
H2 Features
H5 Roundcube
NAV_HEADING_REPEATED_BODY About Roundcube Webmail (https://roundcube.net/about/)
Title

About Roundcube Webmail

Meta

Free and open source webmail software for the masses, written in PHP

H1 About the Roundcube webmail project
H2 Features
H2 Server Requirements
H2 License
H2 Services using and supporting Roundcube
H3 Main Features
H3 Security
H3 User Interface
H3 3rd Party Additions
H5 Roundcube
NAV_HEADING_REPEATED_FOOTER Roundcube Webmail Support (https://roundcube.net/support/)
Title

Roundcube Webmail Support

Meta

Free and open source webmail software for the masses, written in PHP

H1 Find answers to your questions
H2 Documentation Wiki
H2 Official enterprise support
H2 Community forum
H2 Mailing lists
H2 IRC chat
H3 users
H3 announce
H3 dev
H3 Archives
H5 Roundcube
NAV_HEADING_REPEATED_BODY Roundcube Webmail Screenshots (https://roundcube.net/screens/)
Title

Roundcube Webmail Screenshots

Meta

Free and open source webmail software for the masses, written in PHP

H1 Impressions of Roundcube's User Interface
H2 Elastic
H2 Larry
H2 Classic
H5 Roundcube
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://roundcube.net) Roundcube – Free and Open Source Webmail Software
Be aware of scam emails appearing to be sent from Roundcube Webmail!
Read how to protect you and your users.

[H1] Roundcube webmail...

...is a browser-based multilingual IMAP client with an application-like user interface.
It provides full functionality you expect from an email client, including MIME support,
address book, folder manipulation, message searching and spell checking.
More information

[H2] Features

Drag-&-drop message management
Full support for MIME and HTML messages
Multiple sender identities
Full featured address book with groups and LDAP connectors
Find-as-you-type address book integration
Threaded message listing
IDNA and SMTPUTF8 support
Spell checking
Responsive skin (multi-device support)
Shared/global IMAP folders
Support for access control lists (ACL)
Built-in caching for fast mailbox access
Unlimited users and messages
Import/export functions
Plug-in API for flexible extensions
XSS attack protection
Support for PGP encryption
Complete list of features

Security updates 1.6.16 and 1.7.1 released
24 May 2026

Roundcube 1.7.0 released
10 May 2026

Security updates 1.7-rc6, 1.6.15 and 1.5.15 released
29 March 2026

Security updates 1.7-rc5, 1.6.14 and 1.5.14 released
18 March 2026

Roundcube 1.7 RC4 released
13 February 2026
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SUB-PAGE (https://roundcube.net/about/) About Roundcube Webmail
[H1] About the Roundcube webmail project

This project is a free and open source webmail solution with a desktop-like user interface which is easy to install/configure
and that runs on a standard LAMPP server. The skins use the latest web standards to render a functional and customizable UI.
Roundcube includes other sophisticated open-source libraries such as PEAR,
an IMAP library derived from IlohaMail,
the TinyMCE rich text editor,
Googiespell library for spell checking and
the HTML5-PHP sanitizer by Masterminds.

[H2] Features

[H3] Main Features

Drag-&-drop message management
Full support for MIME and HTML messages
Multiple sender identities
Full featured address book with groups and LDAP connectors
Threaded message listing
IDNA and SMTPUTF8 support
Spell checking
Canned response templates
IMAP folder management
Shared/global IMAP folders
Support for external SMTP server
Support for access control lists (ACL)
Built-in caching for fast mailbox access
Unlimited users and messages
Import/export functions
Template system for custom skins
Plug-in API for flexible extensions

[H3] Security

Sophisticated privacy protection
Brute-force login attack prevention
XSS attack protection
Support for PGP encryption
OAuth/XOauth login support

[H3] User Interface

Available in over 80 languages
Three column view
Responsive skin (multi-device support)
Light and dark interface modes
Attachment previews
Find-as-you-type address book integration
Searching messages and contacts

[H3] 3rd Party Additions

Advanced search
Keyboard shortcuts
Calendar module
Two-factor authentication
Multiple accounts
Browse all 3rd party plugins and skins available on Packagist.
See the development roadmap for more.

[H2] Server Requirements

Apache, Lighttpd, Nginx, IIS, Cherokee or Hiawatha web server
PHP Version 8.1 or greater1
MySQL/MariaDB, PostgreSQL or SQLite database
SMTP server and IMAP server with IMAP4 rev1 support
More detailed list of requirements
1. Roundcube supports versions of PHP available at the time of each major release. See the version history for more information.

[H2] License

Roundcube Webmail is released under the GNU General Public License
version 3 or any later version with exceptions for skins and plugins.

Everyone is welcome to download and use it, deploy it and to re-distribute it.
The code is provided «as-is» and in no event shall the copyright
owner or contributors be liable for any direct, indirect, incidental,
special, exemplary, or consequential damages.
More details about licensing and the exceptions for skins and plug-ins

[H2] Services using and supporting Roundcube

There are thousands of services that make use of Roundcube to provide
webmail to millions of users. We love to see our application in so many hands
and believe it is essential for society at large to have Open Source software
available for a crucial task such as communication.

Below is a list of services that not only use, but actively contribute to
Roundcube and where usage of those services helps to improve and further develop
Roundcube webmail. These are the services that make it possible for us to
continue improving our software and to make it freely available for everybody.
Preferring one of these services will help them to further support us.

Nextcloud
develops software for decentralized and federated clouds as alternative to centralized cloud services.

Since 2023 it is the new home of Roundcube and fosters the growth and improvement of the project.

KolabNow
is the highly security and privacy centric business and personal groupware hosting from a data centre
in central Switzerland. Run by Apheleia IT,
the developers of Kolab,
KolabNow offers Mail, Calendar, Tasks and File Cloud on all platforms, including mobile.

HostingU2
is contributing web hosting services to run Roundcube's free and privacy-safe spell checking service.
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SUB-PAGE (https://roundcube.net/support/) Roundcube Webmail Support
[H1] Find answers to your questions

IMPORTANT! If you have problems with your email account (e.g. cannot log in, emails got lost, etc.)
or if you have questions how to configure your Outlook or mobile phone to get email, this isn't the
right place to ask. Roundcube is not a service but free software which somebody installed for you.

Please contact your internet hosting provider or IT responsible instead. If you don't know who this
might be, please review your bills and find out who you're paying for email and webhosting services.
Native mobile apps? This project does not provide support for any native apps for mobile devices.
We're not affiliated with any such application and we do not recommend any. Be careful, some of these
apps use project's name without permission and their quality or intentions are questionable.
For issues concerning the software itself, there are several ways to get help on questions about Roundcube,
its installation, configuration and ongoing development. Please choose from the following:

[H2] Documentation Wiki
To get additional information on how to set up Roundcube and to find out what all those
config parameters are good for, our Wiki will help.

[H2] Official enterprise support
Official support for Roundcube is available from the steward of the Roundcube project, Nextcloud GmbH.
The support is tailored specifically for mail providers running large instances with thousands to millions of end users.
Optional email server solutions as well as PGP encrypted email are available with this offering.
Learn more.

[H2] Community forum
Get help at our web-based message board. Different topics like Issues and Bugs, Feature Requests
as well as general discussions about the project can be found here:
roundcubeforum.net
Please also check our bug tracker
for already reported and discussed bugs and feature requests.

[H2] Mailing lists
If you have general questions, comments, or suggestions please send them
to our mailing lists. The following mailing lists are available for this project:

[H3] users
All topics related to the installation, use and administration of Roundcube Webmail.

[H3] announce
Read-only list with announcements like new versions, security bugs and more. Moderated by the project administrator.

[H3] dev
Discussion of the ongoing development and next steps. Please don't post bug reports here but file an issue
at our bug tracker instead.
In order to post to the lists you need to subscribe first.

[H3] Archives
All messages can be found in the archive at lists.roundcube.net.

[H2] IRC chat
Join #roundcube on libera.chat
to ask a question or to just hang out with other Roundcube users.

Bug tracker
Wiki pages
Online forum
Mailing lists

Find freelance developers
Upwork is the world's largest online workplace, enabling businesses and freelancers to work together
on-demand via the Internet.Visit Upwork today
to find development talent for your Roundcube projects!

Apheleia consulting
Apheleia IT
employs several Roundcube developers for their E-Mail and Groupware solutions that integrates Roundcube into their web client
(Kolab Now as a hosted solution, and
Kolab in general).
In some special cases they offer professional support and services for Roundcube, too.

You can contact them with your request by sending an e-mail to [email protected].
3403 chars
SUB-PAGE (https://roundcube.net/screens/) Roundcube Webmail Screenshots
[H1] Impressions of Roundcube's User Interface
Below are some screenshots of Roundcube in use. Additional skins are available on Packagist. You can also create your own skin or extend an existing skin to make Roundcube look just right for you.

[H2] Elastic
Author: Aleksander Machniak
Released with Roundcube version 1.4.0, Elastic is Roundcube's first official responsive skin. It has support for desktops, tablets and phones.

desktop

tablet

phone

[IMG: Mailbox view]

[IMG: Message viewer with privacy protection]

[IMG: Multilingual display]

[IMG: Dark mode support]

[IMG: Compose HTML mails with attachments]

[IMG: Address book with LDAP integration]

[IMG: Extensible contact management form]

[IMG: Versatile user settings]

[IMG: Easy IMAP folder management]

[IMG: Sender identities with signature]

[IMG: Plugins like Enigma for signing and encrypting emails]

[IMG: ...or Managesieve filter configuration]

[IMG: Mailbox view]

[IMG: Message viewer with privacy protection]

[IMG: Multilingual display]

[IMG: Dark mode support]

[IMG: Compose HTML mails with attachments]

[IMG: Address book with LDAP integration]

[IMG: Extensible contact management form]

[IMG: Versatile user settings]

[IMG: Easy IMAP folder management]

[IMG: Sender identities with signature]

[IMG: Plugins like Enigma for signing and encrypting emails]

[IMG: ...or Managesieve filter configuration]

[IMG: Mailbox view]

[IMG: Message viewer with privacy protection]

[IMG: Multilingual display]

[IMG: Dark mode support]

[IMG: Compose HTML mails with attachments]

[IMG: Address book with LDAP integration]

[IMG: Extensible contact management form]

[IMG: Versatile user settings]

[IMG: Easy IMAP folder management]

[IMG: Sender identities with signature]

[IMG: Plugins like Enigma for signing and encrypting emails]

[IMG: ...or Managesieve filter configuration]

[H2] Larry
Author: FLINT / Büro für Gestaltung, Switzerland
Released with Roundcube version 0.8.0, Larry provides visual impact thanks to its use of color and specially designed graphics.Support deprecated as of Roundcube 1.6.0. Available via Composer.

[IMG: Three-paned mailbox view (vertical)]

[IMG: Three-paned mailbox view (horizontal)]

[IMG: List only mailbox view]

[IMG: Message viewer with privacy protection]

[IMG: Multilingual display]

[IMG: Compose HTML mails with attachments]

[IMG: Address book with LDAP integration]

[IMG: Extensible contact management form]

[IMG: Versatile user settings]

[IMG: Easy IMAP folder management]

[IMG: Sender identities with signature]

[IMG: Plugins like Enigma for signing and encrypting emails]

[IMG: ...or Managesieve filter configuration]

[H2] Classic
Author: The Roundcube Dev Team
Formally known as Default, renamed to Classic as of Roundcube version 0.8.0, this is Roundcube's original skin.Support deprecated as of Roundcube 1.4.0. Available via Composer.

[IMG: Three-paned mailbox view (vertical)]

[IMG: Three-paned mailbox view (horizontal)]

[IMG: List only mailbox view]

[IMG: Message viewer with privacy protection]

[IMG: Multilingual display]

[IMG: Compose HTML mails with attachments]

[IMG: Address book with LDAP integration]

[IMG: Extensible contact management form]

[IMG: Versatile user settings]

[IMG: Easy IMAP folder management]

[IMG: Sender identities with signature]

[IMG: Plugins like Enigma for signing and encrypting emails]

[IMG: ...or Managesieve filter configuration]

Note: The following plugins, distributed with Roundcube, were active when the screenshots where taken: acl, archive, enigma, help, managesieve, markasjunk, password, and vcard_attachments.
3754 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
2Review mentions (all pages)
0External proof links (all pages)
PageReviewsProof links
/ (home) 0 0
/about/ 1 0
/support/ 1 0
/screens/ 0 0
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage — no schema detected (entity gap)
/about/ — no schema detected (entity gap)
/support/ — no schema detected (entity gap)
/screens/ — no schema detected (entity gap)

Your Diagnosis

Before revealing the machine’s verdict, predict the BS score for each signal. Higher = more BS (more fluff, less verifiable substance). Drag each slider, then submit to compare your judgment against the engine.

Information Density 0 / 30
Read the Narrative & headings: do hard facts (prices, dates, numbers) outweigh fluff power-words?
Semantic Coherence 0 / 20
Compare the homepage promise against the sub-page reality. Do they hold the same line?
Trust & Proof 0 / 20
Weigh review mentions against actual external proof links. Claims without verification = theatre.
Commodity Fingerprint 0 / 15
Check headings & narrative against the industry clichés in the setup above.
Identity & Authority 0 / 15
Inspect the schema: is there real Organization/Person identity with sameAs links, or gaps?
Your predicted BS score 0 / 100
💡 Stuck? Reveal the heuristic lens — how the deterministic page-auditor reads each signal (no AI, pure pattern rules)

These are the structural rules a local, deterministic auditor applies — the same lens you can use to judge each signal. They describe what to look for, not this company’s result.

Information Density

Classify each sentence as substantive or hollow. Grounding markers — numbers, currencies, dates, technical units, named entities — outweigh marketing adjectives. When fluff sits right next to hard evidence, the fluff is forgiven.

Semantic Alignment

Pull the main entities out of the H1, then check whether they actually recur through the body. A page that announces one thing and then talks about another drifts. Headings with no real sentences underneath read as pseudo-substance.

Trust & Proof

Count trust words (review, testimonial, rating, verified) against real outbound proof links (Google, Trustpilot, Clutch, G2, Yelp). Lots of trust language with zero verification links is trust theatre. Unlinked logo galleries count against it.

Commodity Fingerprint

Look at how much sentence length varies. Natural writing varies its rhythm; templated or mass-produced copy is statistically uniform. Very low variation reads as commodity content — unless unique named entities break the pattern.

Identity & Authority

Inspect the JSON-LD. Is there an Organization or Person schema, and does it carry sameAs links to real external profiles (LinkedIn, socials)? Missing schema or no identity declaration signals an anonymous entity.

Want to apply this lens yourself? The free BS Indicator Chrome extension runs these heuristic checks live on any page. Bear in mind it is a single-page, deterministic tool — it relies only on pattern rules for the page in front of it and does not perform the cross-page semantic correlation this audit uses, so its readout is a starting lens, not the full verdict.

B
BS Level
Software, SaaS & Tech Products
33.2 Avg BS

Based on 1130 businesses audited.

BS Detector

Software, SaaS & Tech Products BS: Roundcube (roundcube.net)

https://roundcube.net 📍 Industry: Software, SaaS & Tech Products
11 BS / 100

Roundcube is a masterclass in low-BS technical communication. It ignores modern conversion-copywriting trends in favor of functional documentation and technical transparency. The site is a tool for developers and administrators, and its score reflects a total absence of marketing hot air.

Info Density Power-words vs. Substance ratio.
3
10% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
0
0% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
3
15% BS
Commodity Fingerprint Detection of industry clichés/templates.
1
7% BS
Identity & Authority Expert verifiability & Schema depth.
4
27% BS

Implement SoftwareApplication and Organization schema to formalize digital identity and authority. Link the claim of ‘millions of users’ to a public statistics or download counter page to provide an external proof path for that specific number. Modernize the meta descriptions to include the current version (1.7.1) to signal active maintenance in search results. Add a dedicated ‘Security’ page that links to the CVE database to further solidify the technical credibility of their XSS and PGP claims.

The site perfectly matches the Software and Open Source category. Its content is exclusively focused on the technical requirements, features, and distribution of a webmail IMAP client.

“The score of 11 is exceptionally low, driven by the site's refusal to use industry jargon or generic marketing templates. Small penalties were only applied for missing schema_json and a single unverified review count in the metadata. The alignment between the current date (May 25, 2026) and the most recent security update (May 24, 2026) validates the site's ultimate credibility.”

Verified Analysis Date: May 25, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
Brand AI Reputation