Training Example: Terraswap – 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…

Terraswap

(https://terraswap.io) 📸 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 Terraswap – powered by DELIGHT (https://terraswap.io)
Title

Terraswap – powered by DELIGHT

H2 Terraswap is a COMMUNITY DEX
H3 A decentralized protocol for seamless access to asset liquidity on Terra
H5 Terraswap is a community dex. Terraswap team does not make any financial profit from it. We built Terraswap to support the community because we do believe our devotion makes the community stronger.
H5 Please support Terraswap and the team by delegating to DELIGHT! Your delegation is a huge support to running Terraswap for the community.
H5 Trade on Terraswap
H5 Trade on Terraswap
H5 Trade on Terraswap Classic
H5 Trade on Terraswap Classic
H5 Strength security by blockchain audit
H5 Strength security by blockchain audit
H5 About Terraswap
H5 About Terraswap
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://terraswap.io) Terraswap – powered by DELIGHT
[H3] A decentralized protocol for seamless access to asset liquidity on Terra

[H2] Terraswap is a COMMUNITY DEX

[H5] Terraswap is a community dex. Terraswap team does not make any financial profit from it. We built Terraswap to support the community because we do believe our devotion makes the community stronger.

[H5] Please support Terraswap and the team by delegating to DELIGHT!
Your delegation is a huge support to running Terraswap for the community.

Delegate to DELIGHT - 2.0

[H5] Trade on Terraswap

Swap and exchange native Terra and CW20 tokens directly from your wallet by connecting with the Terra Station web extension.

Terraswap
[H5] Trade on Terraswap

Swap and exchange native Terra and CW20 tokens directly from your wallet by connecting with the Terra Station web extension.

Classic App
[H5] Trade on Terraswap Classic

Swap and exchange native Terra Classic and CW20 tokens directly from your wallet by connecting with the Terra Station web extension.

Terraswap Classic
[H5] Trade on Terraswap Classic

Swap and exchange native Terra Classic and CW20 tokens directly from your wallet by connecting with the Terra Station web extension.

Classic Webapp
[H5] Strength security by blockchain audit

Our smart contracts were audited to eliminate vulnerabilities and potential issues in blockchains to build safer and smarter contracts.

Audited by

Audit Report - TerraswapAudit Report - Terraswap Classic
[H5] Strength security by blockchain audit

Our smart contracts were audited to eliminate vulnerabilities and potential issues in blockchains to build safer and smarter contracts.

Audited by

Audit Report - TerraswapAudit Report - Terraswap Classic
[H5] About Terraswap

Terraswap is open source software and fully decentralized protocol for automated liquidity provision on Terra for of users and DeFi applications. Terraswap will empower developers, liquidity providers, and traders to participate in a financial marketplace that is open and accessible to all.

Read the docs
[H5] About Terraswap

Terraswap is open source software and fully decentralized protocol for automated liquidity provision on Terra for of users and DeFi applications. Terraswap will empower developers, liquidity providers, and traders to participate in a financial marketplace that is open and accessible to all.

Read the docs
Contact

© DELIGHT LABS All rights reserved.
2560 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
44.1 Avg BS

Based on 293 businesses audited.

BS Detector

Crypto, Blockchain & Web3 BS: Terraswap (terraswap.io)

https://terraswap.io 📍 Industry: Crypto, Blockchain & Web3
50 BS / 100

Terraswap presents as a functional but technically neglected utility that leans heavily on ‘community’ tropes to mask a lack of transparency. The site suffers from a significant ‘Trust Theatre’ flag and a total absence of structured data, undermining its claims of Web3 expertise. It scores as Moderate BS primarily due to the anonymous nature of the ‘Delight’ team and the lack of live verifiable on-chain metrics.

Info Density Power-words vs. Substance ratio.
11
37% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
5
25% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
12
60% BS
Commodity Fingerprint Detection of industry clichés/templates.
9
60% BS
Identity & Authority Expert verifiability & Schema depth.
13
87% BS

Immediately implement an H1 heading and Organizational Schema to establish technical and legal legitimacy. Replace the anonymous ‘Terraswap team’ references with links to doxxed team profiles or a verifiable GitHub organization. Integrate a live data dashboard showing TVL and trading volume to provide real-time proof of liquidity claims. Direct the ‘Audit Report’ text to verified third-party security platforms rather than internal documentation.

The content perfectly aligns with the Crypto, Blockchain & Web3 industry, specifically focusing on the Terra ecosystem through mentions of native tokens, CW20 standards, and the Terra Station extension. The presence of ‘Terra Classic’ sub-sections confirms a focus on decentralized exchange protocols and liquidity provision.

“The score of 50 is driven by high penalties in the Trust and Proof (12) and Identity and Authority (13) pillars. The lack of structured data and verifiable team identity creates a vacuum of authority, while the trust theatre flag (3 reviews, 0 proof links) significantly increases the BS quotient. Information density (11) was slightly improved by the inclusion of specific technical nouns like CW20, preventing a higher score.”

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