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

Industry Context — Common BS Fingerprints in Crypto, Blockchain & Web3
Generic Claims: the future of finance, revolutionizing the financial system, passive income with crypto, guaranteed returns…
Red Flags: anonymous team with no verifiable identities, guaranteed return percentages on investments, urgency and FOMO language in token sales, roadmap with no completed milestones…
Semantic Drift Patterns: whitepaper describes complex technology but product is a simple token swap, roadmap promises features already months overdue, homepage claims decentralized but team controls majority of tokens, claims community governance but all decisions are team-made…
Proof Expectations: published and verifiable smart contract audit reports, named team members with verifiable LinkedIn or GitHub profiles, live on-chain metrics and contract addresses, specific VC or investor names with verifiable investment rounds…

Electrum Technologies GmbH

(https://electrum.org) 📸 Data Snapshot: June 20, 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 Electrum Bitcoin Wallet (https://electrum.org)
Title

Electrum Bitcoin Wallet

Meta

Electrum Bitcoin Wallet.

H2 Latest release: Electrum-4.7.2
H2 Community Links
H2 Privacy Policy
H2 Safe
H2 Forgiving
H2 Instant On
H2 No Lock-In
H2 No Downtimes
H2 Proof Checking
H2 Cold Storage
H2 Multisig
H2 Add-ons
H3 Sources and Binaries
H3 Installation from Python sources
H3 How to verify GPG signatures
H3 Notes for Windows users
H3 Information Collection and Use
H3 Log Data
H3 Service Providers
H3 Security
H3 Links to Other Sites
H3 Children’s Privacy
H3 Changes to This Privacy Policy
H3 Contact Us
H3 Disclaimer
H4 Documentation
H4 Forums and social media
H4 Plugins
H4 Development
H4 Electrum Servers
H4 About Electrum
H4 Developers with Github write access
H4 Website and release security
H4 Impressum
H4 Address
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://electrum.org) Electrum Bitcoin Wallet
Warning: Do not download Electrum from a source other than electrum.org. Verify GPG signatures.

[H2] Latest release: Electrum-4.7.2
Release notes -
Previous releases
Our executables are reproducible, and are signed independently by several builders.
The current executables have been signed by ThomasV, SomberNight, Emzy, felixb_f321x.
[H3] Sources and Binaries

Python
(3.10 and higher)

Electrum-4.7.2.tar.gz

Signatures

Linux

AppImage
(x86_64, glibc 2.31+)

Signatures

Windows
(10 (1809) and higher, x86_64))

Standalone Executable

Signatures

Windows Installer

Signatures

Portable version
(security advice)

Signatures

macOS
(11 and higher)

Executable for macOS

Signatures

Android
(6.0 and higher)
(available on Google Play)
(available on F-Droid)

arm 64-bit (arm64-v8a, recommended)

Signatures

arm 32-bit (armeabi-v7a)

Signatures

x86_64

Signatures

[H3] Installation from Python sources

Linux

Install dependencies:

sudo apt-get install python3-pyqt6 libsecp256k1-dev python3-cryptography

Download package:

wget https://download.electrum.org/4.7.2/Electrum-4.7.2.tar.gz

Verify signatures:

wget https://download.electrum.org/4.7.2/Electrum-4.7.2.tar.gz.asc
gpg --verify Electrum-4.7.2.tar.gz.asc

Run without installing:

tar -xvf Electrum-4.7.2.tar.gz
python3 Electrum-4.7.2/run_electrum

Install with PIP:

sudo apt-get install python3-setuptools python3-pip
python3 -m pip install --user Electrum-4.7.2.tar.gz

[H3] How to verify GPG signatures

GPG signatures are a proof that distributed files have been signed
by the owner of the signing key. For example, if this website was
compromised and the original Electrum files had been replaced,
signature verification would fail, because the attacker would not
be able to create valid signatures. (Note that an attacker would be
able to create valid hashes, this is why we do not publish hashes
of our binaries here, it does not bring any security).

In order to be able to verify GPG signatures, you need to import
the public key of the signer. Electrum binaries are signed with
ThomasV's public
key. On Linux, you can import that key using the following
command: gpg --import ThomasV.asc. When you import a
key, you should check its fingerprint using independent sources,
such
as here,
or use
the Web of
Trust.
[H3] Notes for Windows users

Electrum binaries are often flagged by various anti-virus
software. There is nothing we can do about it, so please stop
reporting that to us. Anti-virus software uses heuristics in order
to determine if a program is malware, and that often results in
false positives. If you trust the developers of the project, you
can verify the GPG signature of Electrum binaries, and safely
ignore any anti-virus warnings. If you do not trust the developers
of the project, you should build the binaries yourself, or run the
software from source. Finally, if you are really concerned about
malware, you should not use an operating system that relies on
anti-virus software.

Old versions of Windows might need to install the KB2999226 Windows update.

[H2] Community Links
[H4] Documentation

Official documentation: electrum.readthedocs.io
Unofficial guide: bitcoinelectrum.com
[H4] Forums and social media

Official announcements are made
on Twitter
and nostr.
You can ask questions
on bitcointalk.org
as well as
on Reddit

[H4] Plugins

List of Electrum plugins: plugins.electrum.org
Electrum plugins thread on bitcointalk

[H4] Development

IRC channel: #electrum channel on Libera
Bug reports: electrum page on GitHub
Localization: https://crowdin.net/project/electrum

[H4] Electrum Servers

Official Python implementation: ElectrumX
Alternative implementation (in Rust): Electrs
How to run your own Electrum server: Install Guide
Servers list and status (Lists only Bitcoin
Electrum servers)

[H2] Privacy Policy
Electrum Technologies GmbH built the Electrum Wallet app as an Open
Source app. This SERVICE is provided by Electrum Technologies GmbH at
no cost and is intended for use as is.
This page is used to inform website visitors regarding our policies
with the collection, use, and disclosure of Personal Information if
anyone decided to use our Service.
If you choose to use our Service, then you agree to the collection and
use of information in relation to this policy. The Personal
Information that we collect is used for providing and improving the
Service. We will not use or share your information with anyone except
as described in this Privacy Policy.
The terms used in this Privacy Policy have the same meanings as in our
Terms and Conditions, which is accessible at Electrum Wallet unless
otherwise defined in this Privacy Policy.

[H3] Information Collection and Use
For a better experience, while using our Service, we may require you
to provide us with certain personally identifiable information. The
information that we request is will be retained by us and used as
described in this privacy policy.
The app does use third party services that may collect information
used to identify you.

[H3] Log Data
In a case of a crash in the app, we offer to the
user the option to upload a crash log (Python
traceback) to Github, where it will be public. The
crash log does not contain any private keys nor
private user information. However, the crash log may
contain IP addresses, timestamps, device name and OS
version. The crash log is viewable by the user
before it is uploaded, and its publication is always
opt-in.

[H3] Service Providers
We may employ third-party companies and individuals due to the
following reasons:
To facilitate our Service;
To provide the Service on our behalf;
To perform Service-related services; or
To assist us in analyzing how our Service is used.
We want to inform users of this Service that these third parties have
access to your Personal Information. The reason is to perform the
tasks assigned to them on our behalf. However, they are obligated not
to disclose or use the information for any other purpose.

[H3] Security
We value your trust in providing us your Personal Information, thus we
are striving to use commercially acceptable means of protecting
it. But remember that no method of transmission over the internet, or
method of electronic storage is 100% secure and reliable, and we
cannot guarantee its absolute security.

[H3] Links to Other Sites
This Service may contain links to other sites. If you click on a
third-party link, you will be directed to that site. Note that these
external sites are not operated by us. Therefore, we strongly advise
you to review the Privacy Policy of these websites. We have no control
over and assume no responsibility for the content, privacy policies,
or practices of any third-party sites or services.

[H3] Children’s Privacy
These Services do not address anyone under the age of 13. We do not
knowingly collect personally identifiable information from children
under 13. In the case we discover that a child under 13 has provided
us with personal information, we immediately delete this from our
servers. If you are a parent or guardian and you are aware that your
child has provided us with personal information, please contact us so
that we will be able to do necessary actions.

[H3] Changes to This Privacy Policy
We may update our Privacy Policy from time to time. Thus, you are
advised to review this page periodically for any changes. We will
notify you of any changes by posting the new Privacy Policy on this
page. These changes are effective immediately after they are posted on
this page.

[H3] Contact Us
If you have any questions or suggestions about our Privacy Policy, do
not hesitate to contact us.
[H4] About Electrum

Electrum was created by Thomas Voegtlin in
November 2011.
Since then,
various developers have contributed to its
source code.

[H4] Developers with Github write access

Thomas Voegtlin
[github]

[gpg
key]
6694 D8DE 7BE8 EE56 31BE D950 2BD5 824B 7F94 70E6

SomberNight
[github]

[gpg key
for identity/git commits]
4AD6 4339 DFA0 5E20 B3F6 AD51 E7B7 48CD AF5E 5ED9

[gpg
key for releases]
0EED CFD5 CAFB 4590 6734 9B23 CA9E EEC4 3DF9 11DC

[H4] Website and release security

Developers do not have direct unilateral write access to this website.
Changes must be signed by both
ThomasV and
SomberNight,
automatically checked by a script before made publicly visible.
Release distributables are reproducible, and need to be signed by at least the same two keys,
before the script exposes them to the webserver.

[H4] Impressum
This website is hosted by
Electrum Technologies GmbH Electrum Technologies was founded by Thomas
Voegtlin in 2013. Its mission is to develop,
package and distribute Electrum software, and to
provide services to Bitcoin users and businesses.

[H4] Address
Electrum Technologies GmbH
Paul-Lincke-Ufer 8d
10999 Berlin - Germany

[H3] Disclaimer

Electrum is distributed under the MIT licence by Electrum Technologies GmbH.
Most notably, this means that the Electrum software is provided as is, and that it comes without warranty.

We are neither a bank nor a financial service provider.
In addition, we do not store user account data, and we are not an intermediary
in the interaction between our software and the Bitcoin blockchain.
Therefore, we do not have the possibility to freeze funds or to undo a fraudulent transaction.

We do not provide private user support. All issue resolutions are public and take place on
GitHub or public forums. If someone posing as 'Electrum support' proposes to help you via a
private channel, this person is most likely an imposter trying to steal your bitcoins.

[H2] Safe

Your private keys are encrypted and
never leave your computer.

[H2] Forgiving

Your funds can be recovered from
a secret phrase.

[H2] Instant On

Electrum is fast, because it uses
servers that index the Bitcoin blockchain.

[H2] No Lock-In

You can export your private keys and
use them in other Bitcoin clients.

[H2] No Downtimes

Electrum servers are decentralized and
redundant. Your wallet is never down.

[H2] Proof Checking

Electrum Wallet verifies all the
transactions in your history using
SPV.

[H2] Cold Storage

Keep your private keys offline, and go
online with a watching-only wallet.

[H2] Multisig

Split the permission to spend your
coins between several wallets.

[H2] Add-ons

Electrum supports third-party plugins:
Multisig services, Hardware wallets, etc.

Download Electrum
10771 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
3Review mentions (all pages)
0External proof links (all pages)
PageReviewsProof links
/ (home) 3 0
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage — 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
Crypto, Blockchain & Web3
45.7 Avg BS

Based on 366 businesses audited.

BS Detector

Crypto, Blockchain & Web3 BS: Electrum Technologies GmbH (electrum.org)

https://electrum.org 📍 Industry: Crypto, Blockchain & Web3
9 BS / 100

This is a rare example of a zero-bullshit crypto website that prioritizes forensic-grade security and technical utility over marketing. It treats the user as a competent technician rather than a retail mark, providing all necessary evidence for independent verification of every claim.

Info Density Power-words vs. Substance ratio.
2
7% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
1
5% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
3
15% BS
Commodity Fingerprint Detection of industry clichés/templates.
2
13% BS
Identity & Authority Expert verifiability & Schema depth.
1
7% BS

To achieve a near-zero score, implement Organization and SoftwareApplication JSON-LD schema to bridge the missing_elements in structured data. Add direct links to the community reviews mentioned in the metadata to eliminate the trust theatre flag. Maintain the current absence of marketing jargon and continue the practice of listing physical corporate addresses and verifiable developer fingerprints.

The website perfectly aligns with the Crypto, Blockchain & Web3 category, focusing specifically on non-custodial Bitcoin storage. It provides technical specifications, GPG verification protocols, and open-source documentation consistent with high-integrity software projects in this space.

“The score of 9 is driven primarily by the high specificity of technical content and the presence of verifiable developer identities. A minor penalty was applied for the lack of structured schema (JSON-LD) and the automated detection of unlinked review counts, though these do not significantly degrade the site's overall high substance.”

Verified Analysis Date: June 20, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result