Training Example: TzKT – 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…

TzKT

(https://tzkt.io) 📸 Data Snapshot: May 24, 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 TzKT – Tezos Explorer by Baking Bad (https://tzkt.io)
Title

TzKT – Tezos Explorer by Baking Bad

📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE · THIN (https://tzkt.io) TzKT – Tezos Explorer by Baking Bad

                            
0 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
0Review mentions (all pages)
0External proof links (all pages)
PageReviewsProof links
/ (home) 0 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: TzKT (tzkt.io)

https://tzkt.io 📍 Industry: Crypto, Blockchain & Web3
36 BS / 100

TzKT is a technical ghost that occupies a specific niche without providing a shred of on-page evidence to support its claims. While it is refreshingly free of typical crypto-bro fluff and deceptive trust theatre, its failure to implement basic technical signals like H1 tags or schema results in a significant credibility deficit. It is currently a signal without a transmission.

Info Density Power-words vs. Substance ratio.
3
10% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
13
65% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
7
35% BS
Commodity Fingerprint Detection of industry clichés/templates.
0
0% BS
Identity & Authority Expert verifiability & Schema depth.
13
87% BS

Immediately implement an H1 tag that explicitly states the tool’s core functionality as a Tezos indexer and explorer. Add Organization and SoftwareApplication JSON-LD schema to the homepage to link the project to Baking Bad’s verifiable digital footprint. Populate the landing page with live on-chain metrics, such as current block height or transaction count, to provide immediate proof of utility. Include a technical ‘About’ section that defines the architecture of the explorer to move from a meta-claim to technical substance.

The site aligns with the Crypto, Blockchain & Web3 industry as evidenced by its metadata identifying itself as a ‘Tezos Explorer.’ The inclusion of ‘Baking Bad’ in the title further reinforces this match, as it refers to a known development entity within the Tezos ecosystem.

“The score of 36 is driven primarily by the site's failure in Identity and Authority (13) and Semantic Coherence (13) due to a total lack of technical implementation and content structure. It avoids a higher 'Extreme BS' score only because it does not utilize deceptive jargon or generic marketing cliches (0 on Commodity Fingerprint). The insufficient content flag confirms that the distance between the claim and the proof is the primary source of bullshit in this audit.”

Verified Analysis Date: May 24, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
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