Training Example: BlockFi – 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…

BlockFi

(https://blockfi.com) 📸 Data Snapshot: May 26, 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 BlockFi – BlockFi (https://blockfi.com)
Title

BlockFi – BlockFi

Meta

BlockFi

H1 BlockFi
H2 Recent UPDATES
H2 Protect Yourself from Phishing Scams
H2 International Business Account Remediation for Clients with an outstanding Estate Distribution
H2 Verify Identity by May 27, 2025, to Secure Remaining BlockFi Distributions
HEADING_FOOTER Terms – BlockFi (https://blockfi.com/category/terms/)
Title

Terms – BlockFi

Meta

Manages the posts that are associated to terms. These posts are usually legal related such as our terms of service. The link for the terms section is located within the footer of website.

H1 Category: Terms
H2 Our Privacy Notice
H2 Terms of Service
H2 Disclosures and Complaints
H2 Accessibility
H2 BlockFi Rewards Visa Signature Card Agreement
H2 BlockFi Rewards Program and Crypto Rewards Account Terms
H2 Wallet Terms
H2 SMS Policy
H2 Sweepstakes and Contest Terms
H2 ACH Terms
HEADING_FOOTER BlockFi Licenses – BlockFi (https://blockfi.com/licenses/)
Title

BlockFi Licenses – BlockFi

Meta

BlockFi suspended operations and paused its platform on November 10, 2022. As of that date, all retail loans have been placed into administrative forbearance and any amounts due including interest and maturity payments have been placed on hold. No collections activity is being pursued with respect to these loans, and late fees and interest are…

H1 BlockFi
H2 BlockFi Licenses
HEADING_FOOTER BlockFi Fees Schedule – BlockFi (https://blockfi.com/fees/)
Title

BlockFi Fees Schedule – BlockFi

Meta

BlockFi Withdrawal Fees CurrencyFee Per WithdrawalBTC0.000113 BTCGUSD, USDC, USDT30.00 USDETH0.0083 ETHUpdated as of 03/25/2024 Withdrawal fees are elevated due to increased costs on the Ethereum network. We will actively monitor costs and adjust fees where possible.

H1 BlockFi
H2 BlockFi Fees Schedule
H5 BlockFi Withdrawal Fees
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE · THIN (https://blockfi.com) BlockFi – BlockFi
[H2] Recent UPDATES
[H2] Protect Yourself from Phishing Scams
[H2] International Business Account Remediation for Clients with an outstanding Estate Distribution
[H2] Verify Identity by May 27, 2025, to Secure Remaining BlockFi Distributions
241 chars
SUB-PAGE (https://blockfi.com/category/terms/) Terms – BlockFi
[H1] Category: Terms
Help Center News Terms
[H2] Our Privacy Notice
BlockFi International Ltd (In Liquidation) Privacy Notice – November 2024 This Privacy Notice of BlockFi International Ltd, in liquidation, (“BlockFi,” “us,” “we,” and “our”) describes the information we will collect about you in connection with the distribution process when you access our mobile applications, send us communications, or otherwise engage…
November 6, 2024
Terms
[H2] Terms of Service
Welcome to the BlockFi website and BlockFi mobile app. The following Terms of Service (the “Terms”) govern your access to and use of blockfi.com and the BlockFi mobile app (collectively, the “Online Platform”). Certain sections of the Terms govern your user, borrower and other accounts (your “BlockFi Account”) accessed via…
November 2, 2022
Terms
[H2] Disclosures and Complaints
How to File a Complaint To File a complaint, please contact BlockFi’s Customer Service at https://help.blockfi.com/hc/en-us/requests/new before contacting your jurisdiction with a complaint. Alabama Customers: Alabama Securities Commission Online: http://www.asc.state.al.us/ Telephone Number: 800-222-1253 Alaska Customers: Please note that this license does not cover the transmission of virtual currency. If your issue is…
August 22, 2022
Terms
[H2] Accessibility
We are committed to digital accessibility by conforming to the Web Content Accessibility Guidelines (WCAG) 2.1, Level A and AA, Americans with Disabilities Act (ADA) and other applicable regulations. To accomplish this, we have selected eSSENTIAL Accessibility to administer our accessibility program and oversee its governance. eSSENTIAL Accessibility’s program evaluates our digital products…
August 22, 2022
Terms
[H2] BlockFi Rewards Visa Signature Card Agreement
Click here to view BlockFi Rewards Visa Signature Card Agreement
August 22, 2022
Terms
[H2] BlockFi Rewards Program and Crypto Rewards Account Terms
Click here to view BlockFi Rewards Program and Crypto Rewards Account Terms
August 22, 2022
Terms
[H2] Wallet Terms
BlockFi Wallet Terms (New) INTRODUCTION Welcome to BlockFi. Our BlockFi Wallet is a non-interest-bearing crypto account that allows you to hold, transfer and manage your cryptocurrency held in your account. Please read and keep these BlockFi Wallet Terms (“Wallet Terms”). If you need a physical copy of these Wallet Terms…
August 22, 2022
Terms
[H2] SMS Policy
You agree that BlockFi and those acting on our behalf may send you text (SMS) messages (including texts sent using an autodialer) from us at the phone number you provided us, even if that number is on a National or State Do Not Call List. These messages may include the…
August 22, 2022
Terms
[H2] Sweepstakes and Contest Terms
Client Incentive Program – Part 3 Sweepstakes OFFICIAL RULES NO PURCHASE OR PAYMENT NECESSARY TO ENTER OR WIN. MAKING A PURCHASE DOES NOT INCREASE YOUR CHANCES OF WINNING. The Client Incentive Program – Part 3 Sweepstakes (the “Sweepstakes”) is sponsored by BlockFi Inc., having an address of 201 Montgomery Street,…
August 22, 2022
Terms
[H2] ACH Terms
Terms and Conditions for ACH Transfers INTRODUCTION These Terms and Conditions (“ACH Transfer Terms”) apply to your use of a designated bank account for any transfers you may make to BlockFi Trading, LLC (“BlockFi Trading”), including for the purchase, on a one-time or a recurring basis, using U.S. dollars, of…
August 22, 2022
3433 chars
SUB-PAGE (https://blockfi.com/licenses/) BlockFi Licenses – BlockFi
[H2] BlockFi Licenses
BlockFi suspended operations and paused its platform on November 10, 2022. As of that date, all retail loans have been placed into administrative forbearance and any amounts due including interest and maturity payments have been placed on hold. No collections activity is being pursued with respect to these loans, and late fees and interest are not being assessed with respect to the loans while in this status. BlockFi has requested permission from the bankruptcy court to return all loan payments received after the platform pause on November 10, 2022.
BlockFi and its affiliated entities hold the following licenses.
U.S. Licenses
StateLicense TypeAgencyLicense #Authorized NamesALMoney Transmitter LicenseAlabama Securities CommissionBlockFi Trading LLCARMoney Transmitter LicenseArkansas Securities Department127143 (suspended)BlockFi Trading LLCCAFinance Lender and Broker LicenseCalifornia Department of Business Oversight60DBO 81955 (suspended)BlockFi Lending LLCCOSupervised Lender’s LicenseColorado Department of Law4000047BlockFi Lending LLCCTMoney Transmitter LicenseState of Connecticut Department of BankingMT-1873137 (suspended)BlockFi Trading LLCKSSupervised Loan LicenseKansas Office of the State Bank CommissionerSL.0026692BlockFi Lending LLCMOSmall Loan LicenseMissouri Division of Finance367-20-8666BlockFi Lending LLCNJMoney Transmitter LicenseNew Jersey Department of Banking and Insurance1904236 C22BlockFi Trading LLCOKLicense of AuthorityOklahoma Office of the Administrator of Consumer Credit87760BlockFi Lending LLCTNIndustrial Loan and Thrift Certificate of RegistrationTennessee Department of Financial Institutions4071BlockFi Lending LLC
Non-U.S. Licenses
JurisdictionLicense TypeAgencyAuthorized NamesBermudaClass F Digital Business Assets LicenseBermuda Monetary AuthorityBlockFi International Ltd.
BlockFi International Ltd. holds a Class F digital assets business license under the Digital Assets Business Act, 2018 (as amended) and is licensed by the Bermuda Monetary Authority to conduct the following digital assets business activities: (i) issuing, selling or redeeming virtual coins, tokens or any other form of digital assets (ii) operating as a digital asset exchange (iii) providing custodial wallet services (iv) operating as a digital asset derivative exchange provider and (v) operating as a digital assets services vendor.
2391 chars
SUB-PAGE · THIN (https://blockfi.com/fees/) BlockFi Fees Schedule – BlockFi
[H2] BlockFi Fees Schedule
[H5] BlockFi Withdrawal Fees
CurrencyFee Per WithdrawalBTC0.000113 BTCGUSD, USDC, USDT30.00 USDETH0.0083 ETHUpdated as of 03/25/2024
Withdrawal fees are elevated due to increased costs on the Ethereum network. We will actively monitor costs and adjust fees where possible.
299 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
11Review mentions (all pages)
0External proof links (all pages)
PageReviewsProof links
/ (home) 2 0
/category/terms/ 2 0
/licenses/ 5 0
/fees/ 2 0
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage — no schema detected (entity gap)
/category/terms/ — no schema detected (entity gap)
/licenses/ — no schema detected (entity gap)
/fees/ — 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
44.1 Avg BS

Based on 293 businesses audited.

BS Detector

Crypto, Blockchain & Web3 BS: BlockFi (blockfi.com)

https://blockfi.com 📍 Industry: Crypto, Blockchain & Web3
19 BS / 100

BlockFi is a ‘Forensic Ghost’—a site that has successfully purged almost all marketing BS in favor of brutal, liquidation-grade transparency. While it suffers from ‘zombie content’ and stale temporal anchors, it serves as a masterclass in how a business provides substance when the ‘signal’ of growth has been extinguished.

Info Density Power-words vs. Substance ratio.
4
13% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
5
25% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
5
25% BS
Commodity Fingerprint Detection of industry clichés/templates.
1
7% BS
Identity & Authority Expert verifiability & Schema depth.
4
27% BS

Immediately remove the ‘Verify Identity’ H2 from the homepage as the May 2025 deadline has passed relative to the 2026 anchor date. Update the Terms of Service H1 to explicitly state ‘Terms for Accounts in Liquidation’ to resolve the present-tense drift. Scrub the legacy review_count metadata to clear the trust theatre flag. Implement Organization schema that includes the ‘In Liquidation’ status to align the technical identity with the textual claims.

The content perfectly aligns with the Crypto, Blockchain & Web3 category, specifically within the sub-sector of digital asset lending and exchange services currently undergoing liquidation. The presence of specific cryptocurrency tickers like BTC, GUSD, and ETH, alongside references to the Digital Assets Business Act 2018, confirms the industry classification.

“The low score of 19 is driven by the site's pivot from marketing to legal disclosure, which naturally necessitates high substance and low fluff. Points were predominantly accrued from the Trust and Proof pillar due to legacy review counts and the Semantic Coherence pillar due to the 'zombie' product terms that contradict the homepage liquidation status.”

Verified Analysis Date: May 26, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result