Training Example: 1inch – 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…

1inch

(https://1inch.io) 📸 Data Snapshot: May 29, 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 1inch | Swap Crypto Tokens at the Best Rates in DeFi (https://1inch.io)
Title

1inch | Swap Crypto Tokens at the Best Rates in DeFi

Meta

Swap crypto & tokens at the best rates across 13+ chains. The 1inch swap aggregator is your gateway to secure and efficient DeFi.

H2 Cross-chain swaps
H2 Get the best rates  on crypto token swaps 
H2 Swap tokens across 13+ chains – without bridging
H2 1inch powers DeFi
H2 Bulletproof DeFi security
H2 Questions? Answers.
H3 SOL → ETH
H3 WBTC → ETH
H3 BNB → USDT
H3 LTC → USDT
H3 BNB → USDC
H3 AVAX → USDT
H3 USDC → ENA
H3 AVAX → USDT
H3 Swap volume
H3 Total swaps
H3 Wallets connected
H3 Risk management
H3 Scam protection
H3 Brand abuse takedowns
H3 1inch Wallet
H3 1inch Portfolio
H3 1inch Card
H3 1inch Business
H3 What is DeFi?
H3 What is a DeFi exchange?
H3 Is 1inch a DeFi exchange?
H3 What is a DEX aggregator?
H3 How are DEX aggregators better than DEXes?
H3 How can I swap tokens on 1inch?
H4 Run crypto from your pocket
H4 Track your crypto portfolio
H4 Pay with crypto, every day
H4 Build & scale with the complete Web3 API suite
NAV_HEADING_REPEATED_BODY_FOOTER Cross-Chain Swaps Across 13+ Networks | 1inch (https://1inch.io/swap/)
Title

Cross-Chain Swaps Across 13+ Networks | 1inch

Meta

Use the 1inch swap aggregator for seamless cross-chain swaps. Move assets across 13+ networks in one transaction, avoiding risky bridges. Start now.

H1 Cross-chain crypto swaps across 13+ networks
H2 Questions? Answers.
H3 What is a cross-chain swap?
H3 Can I swap tokens across chains?
H3 How do I swap crypto tokens on 1inch?
H3 What’s the difference between Classic and Simple on 1inch?
H3 How can I swap tokens across chains?
H3 What is MEV protection?
NAV_REPEATED_BODY Trade Crypto: Limit Orders & Advanced Swap | 1inch (https://1inch.io/trade/)
Title

Trade Crypto: Limit Orders & Advanced Swap | 1inch

Meta

Execute precision trades with 1inch. Place crypto limit orders, customize gas & slippage, and access P2P liquidity. Secure self-custody trading.

HEADING_REPEATED_BODY_FOOTER DeFi Security & MEV Protection for Safer Swaps | 1inch (https://1inch.io/security/)
Title

DeFi Security & MEV Protection for Safer Swaps | 1inch

Meta

Get bulletproof DeFi security on 1inch. Protect swaps from sandwich attacks with MEV protection, transaction scanning, and proactive risk management.

H1 1inch Security
H2 1inch is built to protect you and your assets
H2 DeFi risk management
H2 Built-in security and threat prevention
H2 Product security
H2 Learn more
H2 Questions? Answers.
H3 Safer for users
H3 Safer for partners
H3 Internal blockchain investigation team
H3 Integrated public blocklists
H3 Cybercrime intelligence
H3 Transaction and behavior pattern monitoring
H3 Advanced wallet & address screening
H3 Multi-surface screening
H3 Brand abuse takedowns
H3 Scam protection
H3 Hack protection
H3 Swap safeguards
H3 1inch Rabbithole
H3 Intent-based Swaps
H3 ISO 27001/SOC2 compliance
H3 How does transaction and domain scanning work when I connect my wallet?
H3 How does 1inch detect malicious tokens or fake contract addresses before I trade?
H3 What is 1inch Rabbithole and how does it prevent sandwich attacks?
H3 Are 1inch smart contracts upgradable, and why was that design choice made?
H3 How does 1inch screen and block high-risk addresses without over-blocking legitimate users?
H3 What happens if a DEX aggregated by 1inch is hacked – are my funds at risk?
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://1inch.io) 1inch | Swap Crypto Tokens at the Best Rates in DeFi
Personal Business Go to... App Swap Trade Limit Market Terminal Portfolio
[H1]
Swap crypto tokens at the best rates Get started
[H2] Cross-chain swaps
Move assets between 13+ networks, without bridging. 01 02 03 Get started
[H2] Get the best rates  on crypto token swaps
[H3] SOL → ETH
1 SOL— ETHSwap
[H3] WBTC → ETH
1 WBTC— ETHSwap
[H3] BNB → USDT
1 BNB— USDTSwap
[H3] LTC → USDT
1 LTC— USDTSwap
[H3] BNB → USDC
1 BNB— USDCSwap
[H3] AVAX → USDT
1 AVAX— USDTSwap
[H3] USDC → ENA
100 USDC— ENASwap
[H3] AVAX → USDT
1 AVAX— USDTSwap
[H2] Swap tokens across
13+ chains - without bridging
EthereumBinancePolygonOptimismArbitrumGnosisAvalancheZkSyncEraBaseLineaUnichainSonicSolana
[H2] Bulletproof DeFi security
Protect your crypto against front-running, sandwich attacks and asset loss with MEV protection, wallet screening & more.
[H3] Risk management
[H3] Scam protection
[H3] Brand abuse takedowns
Wallet scanning, risk scoring and blocklists keep you safe from bad actors. Learn more
[IMG: ZeroShadow logo]
[IMG: TRM Labs logo]
[H3] 1inch Wallet
[H4] Run crypto from your pocket
Secure, swap & track tokens in one DeFi wallet app. Get Wallet
[H3] 1inch Portfolio
[H4] Track your crypto portfolio
Manage your digital assets, analyze PnL & liquidity protocols, and discover DeFi staking. Explore
[H3] 1inch Card
[H4] Pay with crypto, every day
Spend tokens with Apple Pay & Google Pay, borrow against digital assets and get crypto cashback. Get your card
[H3] 1inch Business
[H4] Build & scale with the complete Web3 API suite
Precision DeFi technology for every function, from token swaps to RPC nodes. Integrate
[H2] Questions? Answers.
[H3] What is DeFi?
DeFi (decentralized finance) is an infrastructure of financial services based on blockchain technology that lets people trade, lend, borrow and earn interest directly, without banks or intermediaries.
[H3] What is a DeFi exchange?
A DeFi exchange is a decentralized platform that enables users to trade cryptocurrencies directly with each other using smart contracts, without intermediaries like banks or centralized exchanges. It gives traders full control over their funds and enables peer-to-peer transactions on the blockchain.
[H3] Is 1inch a DeFi exchange?
1inch Swap began as a DEX aggregator, combining liquidity across multiple exchanges to find users the best swap rates. Now, it’s a lot more - with intent-based swaps and cross-chain functionality built on atomic execution to keep assets safe. But it’s still built on the principle of uniting liquidity from across the ecosystem to make crypto swaps more efficient and return better token prices.
[H3] What is a DEX aggregator?
A DEX aggregator helps users swap tokens by combining liquidity from several decentralized exchanges to secure better prices. The advanced DEX aggregator accessed through 1inch’s Pro interface can split a single trade across different platforms and market depth to reduce slippage and access better pricing. Explore better swap rates in the 1inch dApp or Wallet.
[H3] How are DEX aggregators better than DEXes?
A DEX aggregator searches multiple DEXes to find the best token prices, lowest fees, and most efficient routes for your swap. This saves you time and money compared to using a single DEX.
[H3] How can I swap tokens on 1inch?
To order a token swap on 1inch, go to the 1inch dApp or 1inch Wallet, choose the token you want to swap and the token you want to receive, select the network(s) and mode, then hit the Swap button. For more details, visit the Help Center. Show more Stop guessing. Take control.
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SUB-PAGE (https://1inch.io/swap/) Cross-Chain Swaps Across 13+ Networks | 1inch
Personal Business Swap App Swap Trade Limit Market Terminal Portfolio Pay on1KBZPVCADSRXXYFGTHLJOIUNXEXPAFBKOJLHISTDXVNXXXUEYCZGRJOAKFHZSXERPXBNIYTLGUDVXXCZDCXBUGKOYXFEPTIHLRVJSXXANReceive0KXEJXXNFLHRXSTUCPDYAOVIGBZPTVXRFLCHSNJUYXOIXKXZEDABGKXCRNXTGALBSJVFPHUEXDXOZYINXXJYDKEZBLXGSCUFOVRTIHAXP
[H1] Cross-chain crypto swaps across 13+ networks
Zero gas fees. MEV protection. The best rates on your token swap.
[H2] Questions? Answers.
[H3] What is a cross-chain swap?
A cross-chain swap allows you to move crypto assets directly between different blockchain networks. Traditionally, this required complex and often risky bridging protocols. With 1inch, you can perform secure cross-chain swaps across 13+ supported networks in a single transaction, right within the app or wallet.
[H3] Can I swap tokens across chains?
Yes. With 1inch, you can make cross-chain swaps directly in the app or wallet app, moving assets between supported networks in one transaction.
[H3] How do I swap crypto tokens on 1inch?
Select the token and chain you want to swap from, and the token you want to receive. For cross-chain swaps, also choose the destination chain.
[H3] What’s the difference between Classic and Simple on 1inch?
Simple swap is our default, intent-based mode. You get the best rate, zero swap gas fees, and MEV protection automatically – maximum efficiency, minimal input. Classic refers to traditional execution via the DEX aggregator, now found in the Pro interface , which gives advanced users full control over gas, slippage, and routing, along with the responsibility for execution.
[H3] How can I swap tokens across chains?
On 1inch, select the token and chain you’re swapping from, then the token and chain you want to receive. Click Permit and Swap — no need to hold native tokens for gas. MEV protection is included.
[H3] What is MEV protection?
MEV (Maximal Extractable Value) refers to profit bots make by reordering transactions in a block, often through frontrunning or sandwich attacks. 1inch offers MEV protection via intent-based execution, keeping swaps safe from these exploits. Cross-chain swaps are also protected. Show more
2161 chars
SUB-PAGE · THIN (https://1inch.io/trade/) Trade Crypto: Limit Orders & Advanced Swap | 1inch
Personal Business Go to...
[IMG: selected chain]
All networks App Swap Trade Limit Market Terminal Portfolio Pay on1FXZAXPUHCELIXNJDBKRXTOSVGYDUXCBPNZEKSXXJXOHIAYFRGVLTEDKCZXVAYRPNJLFXXTIXGHOBSUGXLDYEHPAONSCKIBUXTXFJRZXVReceive on1SLIYTRNVXKDPAFBJXXOZUHGEXCOYZUNDLXRGVAKFXCHXITJSXEPBRKXHSXIXZXJAYLOEUVBTNGFPDCSIGPYXLDNARXUKCVBOJZFXTEXH Connect wallet to view your trades
Connect wallet
Terms of Use Privacy Policy
415 chars
SUB-PAGE (https://1inch.io/security/) DeFi Security & MEV Protection for Safer Swaps | 1inch
Personal Business Go to... App Swap Trade Limit Market Terminal Portfolio
[H1] 1inch Security
Trustless. Secure. Compliant.
[H2] 1inch is built to protect you and your assets
Cutting-edge DeFi security. Institutional-grade data protection. The most-audited smart contracts in the industry.
[IMG: landing-security-highlight-image-alt]
[H3] Safer for users
From scam protection to brand abuse takedowns - we work constantly to shield you from attacks. Stay informed
[H3] Safer for partners
With ISO27001 and SOC2 certification, our products and practices meet the highest standards of compliance. Visit our Trust Centre
[H3] Internal blockchain investigation team
Security analysts investigate high-risk activity across chains, connect addresses and flows, and feed verified findings into warnings, blocks, and incident response
[H3] Integrated public blocklists
1inch absorbs reputable sanctions and risk blocklists. Updates sync near-real time across all layers and supported chains.
[H3] Cybercrime intelligence
Open-source intelligence and trusted threat signals help pre-flag malicious infrastructure and abuse patterns.
[H3] Transaction and behavior pattern monitoring
Behavioral analytics highlight suspicious sequences. Risky actions trigger warnings or extra checks before a transaction is signed.
[H3] Advanced wallet & address screening
Interactions are screened against internal research and external intelligence. High-confidence hits trigger immediate protective controls, followed by a defined human review to minimize false positives.
[H3] Multi-surface screening
All interactions are protected by layered controls: real-time screening (geofencing, VPN detection, device integrity), on-chain analytics and threat profiles, with manual overrides when needed.
[H2] DeFi risk management
We deploy layered strategies to detect and block addresses connected to illicit activity. Powered by
[H2] Built-in security and threat prevention
1inch infrastructure actively detects and prevents malicious activity, with continuous reviews to ensure ongoing safety.
[IMG: Blockaid]
[IMG: Web3 Antivirus]
[H3] Scam protection
[H3] Hack protection
Transaction scanning. Transactions processed via 1inch applications are scanned to detect fraudulent activity, and the user is alerted automatically.Domain scanning. When a 1inch user connects to a third-party application, a domain scan is activated, and the user is warned of any potential threat.Malicious token detection. Token and wallet addresses are checked. Scam tokens masquerading as legitimate ones are instantly detected and flagged to the user.
[H2] Product security
[H3] Swap safeguards
[H3] 1inch Rabbithole
[H3] Intent-based Swaps
[H3] ISO 27001/SOC2 compliance
Every trade runs through built-in checks to prevent losses from slippage, front-running or malicious routing. Send transactions straight to validators - making sandwich attacks impossible. Swap orders are handled directly by solvers, not made public on the blockchain. 1inch complies with the highest data security standards. 1inch Risk Management Whitepaper Blog Contact us Help Center
[H2] Questions? Answers.
[H3] How does transaction and domain scanning work when I connect my wallet?
When you connect a wallet through a 1inch interface, 1inch performs domain scanning to check whether the connected app's domain is known to be malicious or has been flagged for phishing or scams. Simultaneously, transaction scanning runs in the background: any transaction you initiate via 1inch is automatically checked against fraud/scam signatures or suspicious behavior before you sign it. If something looks dangerous, you're warned or the action is blocked.
[H3] How does 1inch detect malicious tokens or fake contract addresses before I trade?
1inch maintains layers of screening: token contract and wallet addresses are compared against blocklists, known malicious tokens, and scam-token patterns. There's behavior monitoring (which detects abnormal transaction patterns), automated validation of token metadata, plus live alerts for suspicious token contract addresses. If a token or address appears fraudulent, 1inch flags it or warns the user.
[H3] What is 1inch Rabbithole and how does it prevent sandwich attacks?
The 1inch Rabbithole is a feature that solves the problem of sandwich attacks by sending swap transactions directly to validators and avoiding putting them into the mempool where sandwich bots can attack them.
[H3] Are 1inch smart contracts upgradable, and why was that design choice made?
No. 1inch smart contracts are non-upgradable by design. That means there are no privileged admin keys that can change core logic after deployment. This reduces risks of internal compromise or misuse, and increases trust, because once deployed the contract's behavior is fixed and auditable.
[H3] How does 1inch screen and block high-risk addresses without over-blocking legitimate users?
1inch uses a combination of automated risk management screening, behavior and transaction-pattern analysis, and integration of multiple public and private blocklists. High-risk addresses (hacked, stolen, sanctioned, etc.) are blocked, but 1inch also uses progressive filtering—warnings first, then stricter blocking—before blocking so legitimate users are less likely to be affected. Users receive explicit warnings of risk before transactions.
[H3] What happens if a DEX aggregated by 1inch is hacked - are my funds at risk?
Generally no, your funds are not held by 1inch and are not centrally custodied. Aggregations are routed through your own wallet interacting with external DEXes or smart contracts. If one liquidity pool or protocol in the network is compromised, only funds that have been approved/used in that compromised contract are potentially affected. Because 1inch smart contracts are non-upgradable and audited, and token approvals are limited, the risk is further reduced. Show more
5949 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
78Review mentions (all pages)
0External proof links (all pages)
PageReviewsProof links
/ (home) 19 0
/swap/ 19 0
/trade/ 19 0
/security/ 21 0
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
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        "@id": "https://1inch.com/security#page",
        "url": "https://1inch.com/security",
        "name": "DeFi Security & MEV Protection for Safer Swaps | 1inch",
        "description": "Get bulletproof DeFi security on 1inch. Protect swaps from sandwich attacks with MEV protection, transaction scanning, and proactive risk management.",
        "inLanguage": "en",
        "publisher": {
            "@id": "https://1inch.com/#organization"
        },
        "isPartOf": {
            "@id": "https://1inch.com/#website"
        }
    }
]

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: 1inch (1inch.io)

https://1inch.io 📍 Industry: Crypto, Blockchain & Web3
39 BS / 100

1inch is a legitimate technical powerhouse in the DeFi space that nevertheless leans on the standard crypto playbook of unverified superlatives and industry jargon. Its BS score is kept low by its focus on functional product descriptions and its high technical transparency regarding smart contract design. It operates as a high-substance utility that uses marketing fluff primarily as a wrapper rather than a replacement for product depth.

Info Density Power-words vs. Substance ratio.
10
33% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
1
5% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
15
75% BS
Commodity Fingerprint Detection of industry clichés/templates.
10
67% BS
Identity & Authority Expert verifiability & Schema depth.
3
20% BS

First, replace the superlative best rates with a verifiable metric or live comparison tool to ground the claim. Second, provide direct outbound links to the specific smart contract audit reports mentioned to move from trust theatre to verified proof. Third, introduce Person schema for key technical leadership to humanize the internal investigation team. Finally, add a public-facing trust center that hosts the actual ISO 27001 and SOC2 compliance certificates.

The website perfectly aligns with the Crypto, Blockchain & Web3 industry, specifically functioning as a decentralized exchange (DEX) aggregator. The content extensively uses industry-standard terminology such as MEV protection, cross-chain swaps, and smart contract architecture to describe its core technical offerings.

“The score of 39 is primarily driven by the trust_and_proof pillar, specifically the lack of verifiable links to the claimed audits and reviews. The commodity_fingerprint also contributed points due to the high density of industry-standard jargon. However, the excellent semantic_coherence and identity_and_authority scores prevented the site from falling into the High BS category.”

Verified Analysis Date: May 29, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
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