Industry Context — Common BS Fingerprints in Crypto, Blockchain & Web3
The Graph
(https://thegraph.com) 📸 Data Snapshot: May 24, 2026Analyze 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 The Graph (https://thegraph.com)
The Graph
The Graph is an indexing protocol for organizing blockchain data and making it easily accessible with GraphQL.
HEADING_REPEATED_BODY Subgraphs | Graph Explorer (https://thegraph.com/explorer/)
Subgraphs | Graph Explorer
Explore subgraphs published to The Graph Network.
HEADING_REPEATED_BODY Amp | The Graph (https://thegraph.com/amp/)
Amp | The Graph
Access onchain data at scale with compliance and auditability. The first blockchain-native database designed to transform smart contract activity into enterprise-ready datasets.
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Home | Docs | The Graph (https://thegraph.com/docs/en/)
Home | Docs | The Graph
Browse the latest developer documentation including API reference, articles, and sample code
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://thegraph.com) The Graph
[H2] Introducing Amp
Transform complex, onchain data into structured, verifiable insights in one blockchain native databaseLearn more
[H2] Fast, easy accessto blockchain data
The Graph organizes and serves web3 data.Start buildingWhat is The Graph?Explore The Graph
[H3] Build faster100% less servers
Create groundbreaking applications without needing to run your own data server, build indexing infrastructure, or parse through raw data.
[H3] Spend less60-98% less per month
Cut down on costs and time spent running expensive infrastructure by tapping into The Graph’s competitive data market.
[H3] Increase resilience99.99%+ uptime
Ensure your application’s uptime and keep its data flowing 24/7 with a globally distributed network of contributors.
[H2] Industry standard data access
Choose from a range of products tailored to your data needs.INDEX & QUERY
[H2] Subgraphs
Query data to application frontendsExplore SubgraphsSTREAM DATA
[H2] Substreams
Stream data into custom sinksDiscover SubstreamsTOKEN DATA
[H2] Token API
Get token balance and price dataExplore Token APIWEB3 APP FRAMEWORK
[H2] Hypergraph
Privacy preserving consumer appsExplore HypergraphBLOCKCHAIN-FIRST DATABASE
[IMG: Amp logo]
[H2] Amp
A database built to handle blockchain data complexityExplore Amp
[H2] Web3Powered by The Graph
Tens of thousands of developers rely on The Graph to create best-in-class user experiences. Explore a rich ecosystem of community-created subgraphs or build your own with The Graph.
[IMG: Lido]
[IMG: DODO]
[IMG: Premia]
[IMG: Connext]
DeFi
[IMG: Art Blocks]
[IMG: EIP-721]
[IMG: NFTX]
[IMG: Atrium]
NFTs
[IMG: Snapshot]
[IMG: Juicebox]
[IMG: Ampleforth]
[IMG: Gitcoin Round Manager]
DAOs
[IMG: Aave]
[IMG: Uniswap]
[IMG: Yearn]
[IMG: MakerDAO]
Analytics
[IMG: Decentraland Marketplace]
[IMG: ShatteredEon]
[IMG: Versailles Heroes Marketplace]
[IMG: Nifty League]
Gaming
[IMG: Screenshot of Graph Explorer showing all subgraphs]
View all
[H3] 100+Indexer Nodes
[H3] 1.27 trillion+Queries Served
[H3] 75K+Projects
[H2] 90+
[H2] Supported Networks
Anyone can use The Graph to power applications.Supported networksAdd new network
[IMG: Ethereum]
[IMG: Arbitrum]
[IMG: Polygon]
[IMG: Blast]
[IMG: BSC]
[IMG: Gnosis Chain]
[IMG: Base]
[IMG: Optimism]
[IMG: Polygon zkEVM]
[IMG: Avalanche]
[IMG: zkSync]
[IMG: Celo]
[IMG: Fantom]
[IMG: Linea]
[IMG: Scroll]
[IMG: Moonbeam]
[IMG: Harmony]
[IMG: Aurora]
[IMG: Boba]
[IMG: Fuse]
[IMG: NEAR]
[IMG: Sei]
[IMG: Bitcoin]
[IMG: Solana]
[IMG: Arweave]
[IMG: EOS]
[IMG: Telos]
[IMG: WAX]
[IMG: Clover]
[IMG: Etherlink]
[IMG: X Layer]
[IMG: Injective]
[IMG: Rootstock]
[IMG: IoTeX]
[IMG: Gravity]
[IMG: Neo X]
[IMG: Soneium]
[IMG: Chiliz]
[IMG: Starknet]
[IMG: Unichain]
[IMG: Kaia]
[IMG: Mode]
[IMG: Lens]
[IMG: Abstract]
[IMG: Corn]
[IMG: Botanix]
[IMG: Mantra]
[IMG: Sonic]
[IMG: Lumia]
[IMG: Hemi]
[IMG: Japan Open Chain]
[IMG: EXPchain]
[IMG: Viction Chain]
[IMG: Mint]
[IMG: Berachain]
[IMG: Fraxtal]
[IMG: Vana]
[IMG: ZetaChain]
[IMG: Monad]
[IMG: Peaq]
[IMG: ApeChain]
[IMG: Manta]
[IMG: Ink]
[IMG: Swellchain]
[IMG: Autonomys]
[IMG: Hashkey]
[IMG: Metis]
[IMG: Zilliqua]
[IMG: MegaETH]
[IMG: Stellar]
[IMG: Ethereum]
[IMG: Arbitrum]
[H2] How to use a subgraph
With The Graph, it’s easy to access blockchain data using subgraphs and GraphQL queries. Join a growing number of trailblazers creating fast, responsive applications with data that loads in milliseconds.
[H3] Step 1Discover
Create a subgraph to organize smart contract data, or use an existing one.
[IMG: Premia Mainnet Subgraph]
View the subgraph
[H3] Step 2Query
Easily access organized data with simple GraphQL queries.{
pools (first: 10) {
address
annualPercentageReturn
utilizationRate
netSize
netSizeInUsd
pairName
}
}View the playground
[H3] Step 3Serve
Effortlessly load queried data into your application.
[IMG: Screenshot of Premia Finance]
View the dapp
[H2] Globally distributedDecentralized infrastructure
What makes The Graph so resilient? Enter The Graph Network, a decentralized data market powered by distributed participants: Indexers, Curators, Delegators, and Subgraph Developers.
[H2] Join the ecosystemTransform the internet
The Graph ecosystem welcomes you — regardless of where you are in the world, what your level of technical expertise is, or your familiarity with blockchains. Learn about all the roles in which you can choose to participate!Data consumerQuery an existing subgraph in your projectDeveloperCreate a subgraph to use in your dappIndexerIndex data & serve queries for subgraphsDelegatorSecure the network by supporting helpful IndexersCuratorIdentify useful subgraphs to indexRead more23 Ways to Participate in The Graph Ecosystem
[H2] Learn more
The Graph enables innovators of all backgrounds to plug into a collaborative ecosystem. Learn more about how The Graph community can serve you.
[H3] Blog
Intro to web3 and The GraphThe Graph Foundation · 6 minute readThe Graph Network In DepthBrandon Ramirez · 7 minute readThe Graph R&D RoadmapThe Graph Foundation · 11 minute readView all posts
[H3] Docs
About The Graph3 minute readSubgraph Quick Start4 minute readHow to Query Subgraphs1 minute readGo to docs
[H3] Videos
How to Delegate GRT2m 30sQuarterly Participant Update38m 38sHow to Migrate a Subgraph12m 47sView all videos
SUB-PAGE · THIN (https://thegraph.com/explorer/) Subgraphs | Graph Explorer
[H4] Explore Subgraphs Access blockchain data using thousands of existing subgraphs.Balance and transaction data [H6] Try Token API Data streaming [H6] Explore Substreams Indexed NetworkCategoriesMost queried
SUB-PAGE (https://thegraph.com/amp/) Amp | The Graph
[IMG: AMP Badge] [H1] Access onchain data at scale with compliance and auditability The first blockchain-native database designed to transform smart contract activity into enterprise-ready datasets with built-in compliance, auditability, and scale.Request a Demo [IMG: AMP Product] [H2] What You Get with Amp [H2] Data You Can Trust Transform blockchain activity into structured, verifiable datasets ready for production systems. [IMG: Data You Can Trust] [H2] Realtime and Verifiable The Only web3 Database Offering Realtime, Verifiable, and On-Premise Access [IMG: Realtime and Verifiable] [H2] Faster Building and Shipping Index, query, and publish datasets in seconds using SQL, REST, or GraphQL. [IMG: Faster Building and Shipping] [H2] Cross-Chain Access Pull and combine data from multiple chains through a single API. [IMG: Cross-Chain Access] [H2] Flexible Deployment Run Amp in the cloud, on-prem, or hybrid setups that meet enterprise and regional data requirements. [IMG: Flexible Deployment] [H2] Do better business with Amp [H2] 2.3x Storage efficientCompared to other full node databases [H2] 5.9x FasterFaster than BigQuery Public data set [H2] 100x Faster & sub-second data freshness1 sec vs 101 sec from other competitors [H2] 4,350x Faster backfillsCompared to other traditional RPC endpoints [IMG: Amp Graphic] Why it matters [H2] Developers get quick, easy access to onchain data. [H2] Businesses get trust and control to use blockchain safely. [H2] Amp supports reliable, compliant, and innovative data. [H2] Real-World Impact [IMG: Financial Institutions] Financial InstitutionsGenerate audit-ready reports and compliance dashboards in real time. [IMG: Product Teams] Product TeamsLaunch tokenized products, wallets, and user experiences powered by live blockchain data. [IMG: Analysts and Strategists] Analysts and StrategistsRun cross-chain analytics and monitor activity, flows, and adoption instantly. [IMG: AI and Automation Teams] AI and Automation TeamsFeed agents and models with fresh, structured, and verifiable blockchain data. [IMG: Request a Demo Background] [H2] Request a demo Request a demoLearn more
SUB-PAGE (https://thegraph.com/docs/en/) Home | Docs | The Graph
[H1] The Graph Docs The Graph is a blockchain data solution that powers applications, analytics, and AI on 80+ chains. The Graph's core products include the Token API for web3 apps, Subgraphs for indexing smart contracts, and Substreams for real-time and historical data streaming.See all 64 networks [H2] The Graph's Products Choose a solution that fits your needs—interact with blockchain data your way. [H3] Subgraphs Extract, process, and query blockchain data with open APIs.Develop a subgraph [H3] Substreams Fetch and consume blockchain data with parallel execution.Develop with Substreams [H3] Token API Query token data and leverage native MCP support.Develop with Token API [H3] Graph Node Index blockchain data and serve it via GraphQL queries.Set up a local Graph Node [H3] Firehose Extract blockchain data into flat files to speed sync times.Get started with Firehose [H2] Supported Networks The Graph supports 80+ networks. To add a new network, complete this form [H2] Guides 10 min [H3] Find Data in Graph Explorer Leverage hundreds of public subgraphs for existing blockchain data.3 min [H3] Publish a Subgraph Add your subgraph to the decentralized network.3 min [H3] Publish Substreams Launch your Substreams package to the Substreams Registry.9 min [H3] Querying Best Practices Optimize your subgraph queries for faster, better results.4 min [H3] Optimized Timeseries & Aggregations Streamline your subgraph for efficiency.2 min [H3] API Key Management Easily create, manage, and secure API keys for your subgraphs.3 min [H3] Transfer to The Graph Seamlessly upgrade your subgraph from any platform. [H2] Video Tutorials Watch on YouTubeYouTube [H3] The Graph Explained In 1 Minute Learn how and why The Graph is the backbone of web3 in this short, non-technical video.1 min [H3] What is Delegating? This video explains key concepts to understand before delegating, a form of staking that helps secure The Graph.4 min [H3] How to Index Solana with a Substreams-powered Subgraph If you're familiar with Subgraphs, discover how Substreams offer a different approach for key use cases.5 min
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
| Page | Reviews | Proof links |
|---|---|---|
| / (home) | 1 | 0 |
| /explorer/ | 1 | 0 |
| /amp/ | 0 | 0 |
| /docs/en/ | 4 | 0 |
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
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.
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.
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.
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.
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.
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.
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.
Based on 366 businesses audited.
The Graph has 17.7 points less BS than the average for Crypto, Blockchain & Web3.
Crypto, Blockchain & Web3 BS: The Graph (thegraph.com)
The Graph is a rare example of a Web3 project where the technical substance actually matches the marketing signal. While it leans into some unverified ‘trust theatre’ regarding uptime and review counts, the inclusion of live code and specific performance metrics makes its bullshit levels remarkably low for the industry.
Implement Organization and Person schema with sameAs links to confirm the identities of key contributors and the entity’s authority. Replace generic review counts with links to verified third-party review platforms or detailed case studies. Add a status page link near the 99.99% uptime claim to provide real-time verification. Ensure the homepage has a clear H1 tag that matches the primary meta title to fix the minor technical SEO inconsistency.
The content perfectly aligns with the Crypto, Blockchain & Web3 industry, utilizing highly specific technical terminology such as subgraphs, indexers, and GraphQL queries. The site moves beyond generic crypto-evangelism to describe a functional middleware infrastructure layer for decentralized data.
“The score of 28 is driven primarily by Trust and Proof gaps (13 points) and Identity/Authority gaps (8 points). The lack of verified links for reviews and the absence of structured data prevent a 'minimal BS' score, despite the high technical quality of the content. Information density and semantic coherence are excellent, keeping the score well within the 'Low BS' range.”
This training module utilizes a snapshot of public data from The Graph, captured on May 24, 2026, to demonstrate how machine logic evaluates different types of business narratives.
Purpose: This data is presented under “Fair Use” / “Educational Exception” for the purpose of forensic semantic analysis, allowing users to compare human intuition against machine-generated evaluations.
Notice to The Graph: This analysis is part of a non-adversarial audit conducted by 1 Euro SEO. The results provided by 1EuroSEO are intended as professional feedback to help improve any website’s machine-readability and authority signals. The 1EuroSEO BS Detection Tool is a free tool, and anyone can test any company to see how their content is interpreted by AI models.
Any company can use the insights for free and improve its voice by comparing it to industry clichés or competitors. When a company has updated its content, it can always submit a new audit request, which will be reflected in a new current score.
To all users: You are encouraged to visit the live site at https://thegraph.com to view the most current version of its content and learn from the source what this company is about and what it offers.