Executive Summary
Traffic Overview
Over the 7-day period (Apr 14–20, 2026), docs.wal.app received 13,777 visitors and 22,169 pageviews with a high bounce rate of 80% and an average visit duration of 40 seconds. Traffic is heavily dominated by direct visits. The homepage and Walrus Sites intro pages account for the vast majority of pageviews. Week-over-week traffic (comparing 7d to the prior 7d implied by 14d data) shows the site attracted roughly 12,411 visitors in the prior week vs. 13,777 in the latest week, a modest uptick. Bounce rate is persistently high across all periods, suggesting most visitors land, scan briefly, and leave.
Persistent high bounce rate with gradual weekend dip
Bounce rate held steady at 80–82% across all 7 days, slightly ticking up on weekends (Apr 19–20: 82%). The 30d figure of 71% suggests there were higher-engagement periods earlier in March that are no longer recurring.
Traffic peak mid-week, declining into the weekend
Visitors peaked on Apr 17 (2,247) and pageviews peaked on Apr 16 (3,716), with both declining through the weekend to a low of 1,641 visitors on Apr 20. This classic weekday-heavy pattern confirms a developer/professional audience.
AI-referred users show dramatically higher engagement
chatgpt.com referrals average 298 seconds per session vs. 39 seconds for direct traffic — nearly 8x longer. Although volume is low (10 visitors), this signals that users arriving via AI assistants are highly motivated and reading deeply.
Legacy .html URL duplication inflating page counts
Both /walrus-sites/intro and /walrus-sites/intro.html show nearly identical visitor and pageview counts (~2,150 each), as do /walrus-sites/tutorial variants. This duplication risks SEO dilution and should be resolved with canonical tags or redirects.
Operator documentation has low bounce but niche reach
Pages under /docs/operator-guide consistently show bounce rates under 10% and scroll depths of 55–78%, but visitor counts are small (11–129). This audience is highly engaged; expanding operator content could yield disproportionate value.
30-day vs 7-day engagement decline
Views per visit dropped from 1.57 (30d) to 1.42 (7d), and bounce rate rose from 71% to 80%, suggesting the most recent week attracted a higher proportion of low-intent or first-time visitors compared to the broader 30-day window.
Top 20 Pages
| # | Page | Insight |
|---|---|---|
| 1 | / | 8,462 visitors and 11,287 pageviews — by far the most visited page, acting as the primary entry point. Low scroll depth (10%) suggests users are not reading far down the homepage. |
| 2 | /walrus-sites/intro | 2,150 visitors and 3,063 pageviews with 100% scroll depth, indicating strong intent and full read-through among those who land here. |
| 3 | /walrus-sites/intro.html | Near-identical traffic to /walrus-sites/intro (2,149 visitors, 3,062 pageviews), suggesting duplicate content from legacy .html URLs. Consolidation could improve SEO. |
| 4 | /docs/getting-started | 1,500 visitors and 1,837 pageviews with 30% scroll depth — a key onboarding page but shallow engagement suggests users may not find what they need quickly. |
| 5 | /docs/sites/introduction/components | 490 visitors and 600 pageviews with 42% scroll depth — the top technical deep-dive page, showing meaningful engagement from site-builder audiences. |
| 6 | /docs/operator-guide/storage-nodes/commission-governance | 107 visitors but 76% bounce rate and 78% scroll depth — those who stay read thoroughly, but most leave immediately. Niche operator audience. |
| 7 | /docs/operator-guide | 129 visitors, very low bounce rate (7%), and 57% scroll depth — a strong entry point for operators who continue exploring further. |
| 8 | /docs/legal/walrus_general_tos | 100 visitors with low bounce rate (8%) — users are reading the ToS carefully, likely during onboarding or compliance checks. |
| 9 | /docs/legal/privacy | 88 visitors, 15% bounce rate, 36% scroll depth — steady legal page traffic, likely tied to onboarding flows. |
| 10 | /docs/examples/checkpoint-data | 90 visitors, 12% bounce rate, 59% scroll depth — developers are engaging meaningfully with this example, suggesting it is a useful reference. |
| 11 | /docs/getting-started/advanced-setup | 75 visitors with 78% scroll depth — a small but highly engaged audience reads this page almost entirely; good candidate for expansion. |
| 12 | /docs/sites | 43 visitors, 17% bounce rate, 84% scroll depth — very high scroll depth signals this index page effectively guides users into deeper site-builder content. |
| 13 | /docs/system-overview | 57 visitors, 3% bounce rate, 56% scroll depth — nearly everyone who lands here continues browsing, making it an effective navigation hub. |
| 14 | /docs/operator-guide/storage-nodes | 51 visitors, 6% bounce rate, 62% scroll depth — engaged operator audience drilling into storage node specifics. |
| 15 | /docs/sites/getting-started/installing-the-site-builder | 47 visitors, 6% bounce rate, 55% scroll depth — low bounce and moderate scroll suggest users follow installation steps carefully. |
| 16 | /walrus-sites/tutorial | 22 visitors, 8% bounce rate, 100% scroll depth — small but fully engaged audience; the legacy .html duplicate also shows identical stats, confirming URL duplication issue. |
| 17 | /docs/system-overview/red-stuff | 22 visitors, 65% bounce rate, 100% scroll depth — those who stay read the entire page; high bounce suggests the page is hard to discover or has a confusing entry UX. |
| 18 | /docs/system-overview/core-concepts | 28 visitors, 16% bounce rate, 58% scroll depth — solid foundational content with good engagement; important for new users understanding the architecture. |
| 19 | /docs/operator-guide/storage-nodes/storage-node-setup | 28 visitors, 30% bounce rate, 57% scroll depth — meaningful engagement from operators setting up nodes; bounce rate could be reduced with better intro content. |
| 20 | /docs/tusky-migration-guide | 33 visitors, 25% bounce rate, 58% scroll depth — migration guide is being actively used, likely tied to a recent product change driving search or direct traffic. |
Referral Sources
| Source | Type | Insight |
|---|---|---|
| Direct / None | Organic | 13,061 visitors (94.8% of all traffic) arrive directly, suggesting strong brand awareness or bookmark usage, but also possible dark social or undisclosed referrals inflating this number. |
| docs.wal.app | Organic | 377 visitors referred from within the same domain — likely internal navigation tracked as referral due to cross-subdomain linking or redirects. |
| Organic | 259 visitors with 74% bounce rate — organic search brings some traffic but high bounce suggests landing pages may not match search intent well. | |
| wal.app | Organic | 40 visitors from the main Walrus site with 59% bounce rate and 70-second sessions — reasonably engaged users coming from the primary product site. |
| Organic | 26 visitors from Twitter with 77% bounce rate and only 25-second sessions — social traffic is low-quality and fleeting. | |
| walrus.xyz | Organic | 23 visitors with 74% bounce rate and 58-second sessions — modest referral from an associated domain with decent engagement. |
| chatgpt.com | AI / Chatbot | 10 visitors referred from ChatGPT with 64% bounce rate but a very high 298-second (nearly 5 minute) average session — AI-referred users are highly engaged and spend significant time reading docs. |
| walrus.site | Organic | 8 visitors with 0% bounce rate and 337-second sessions — extremely engaged users; likely developers testing or verifying their own deployed Walrus Sites. |
| GitHub | Organic | 6 visitors from GitHub with 33% bounce rate and 33-second sessions — developer referrals from repo links, small but relevant audience. |
| Bing | Organic | 5 visitors from Bing with 60% bounce rate and 18-second sessions — negligible search engine traffic with poor engagement. |
| sui.io | Organic | 2 visitors with 100% bounce rate and 0-second sessions — minimal traffic from the Sui ecosystem site; partnership or cross-linking opportunity exists. |
| DuckDuckGo | Organic | 2 visitors — negligible privacy-focused search traffic. |
| sites.wal.app | Organic | 2 visitors from the Walrus Sites subdomain — minimal cross-subdomain referral traffic suggesting limited interlinking between the sites and docs. |
chatgpt.com
10 visitors with 298-second average sessions—nearly 8x longer than direct traffic—indicating AI-referred users arrive with specific, deep technical intent and read docs thoroughly.
Top 10 Referrer URLs
Exact referring URL or domain and the number of visits driven from each. Direct (no referrer) is excluded.
| Referrer | Visitors | Pageviews |
|---|---|---|
| docs.wal.app | 352 | 695 |
| google.com | 259 | 463 |
| wal.app | 40 | 150 |
| t.co | 23 | 29 |
| walrus.xyz | 23 | 45 |
| docs.wal.app/docs/getting-started | 14 | 40 |
| chatgpt.com | 10 | 30 |
| walrus.site | 8 | 84 |
| bing.com | 5 | 7 |
| github.com/MystenLabs/walrus | 4 | 6 |
Page ↔ Kapa Theme Correlations
High-traffic pages mapped to the Kapa themes they correspond to.
| Page | Related Kapa Theme | Insight |
|---|---|---|
| /docs/getting-started | Blob Storage Operations & CLI | 30% scroll depth signals users abandon before finding the CLI store command they need. |
| /walrus-sites/intro | Walrus Sites Deployment | 100% scroll depth confirms high intent, matching the 54 Kapa questions on Sites deployment. |
| /docs/system-overview/core-concepts | Network Configuration & Storage Node Operations | 58% scroll depth shows moderate engagement with foundational architecture content. |
| /docs/operator-guide | Network Configuration & Storage Node Operations | 7% bounce rate confirms operators are highly engaged and continue exploring deeper pages. |
| /docs/sites/introduction/components | Walrus Sites Deployment | 42% scroll depth on the top technical Sites page aligns with 16 uncertain Kapa Sites answers. |
| /docs/examples/checkpoint-data | HTTP API & SDK Integration | 59% scroll depth shows developers rely on this example, mirroring SDK integration questions. |
| /docs/getting-started/advanced-setup | Blob Storage Operations & CLI | 78% scroll depth on advanced setup suggests experienced users need more depth here. |
| /docs/system-overview/red-stuff | Seal Encryption & Data Security | 65% bounce despite 100% scroll depth suggests poor discoverability of this security content. |
Notable Takeaways
ChatGPT referrals drive sessions 8x longer than site average
298 seconds average session from chatgpt.com vs. 39 seconds for direct trafficAI-assisted users arrive with specific questions and read deeply, making them a high-value but currently tiny traffic segment worth nurturing.
Legacy .html URL duplication is silently splitting nearly 5,000 pageviews
2,149 duplicate visitors and 3,062 duplicate pageviews on /walrus-sites/intro.html alongside identical counts on /walrus-sites/introWithout canonical tags or redirects, SEO authority is being diluted across two identical URLs for the site's second most visited page.
Spam and off-topic queries consume 7.5% of all assistant capacity
40 out of 532 total Kapa questions are spam or off-topicA meaningful share of assistant compute is wasted on noise, degrading response quality metrics and skewing theme analytics.
Blob storage is the single most repeated question despite being answered well
140 questions in the Blob Storage & CLI theme; 45 of those marked uncertainEven with strong coverage, the sheer volume and 32% uncertain rate suggest the getting-started flow does not preemptively answer the most common sub-questions before users reach the chatbot.
Developer Topics
Across 532 total questions, Walrus users most frequently ask about blob storage operations and CLI usage, storage pricing, Walrus Sites deployment, and SDK/HTTP API integration. A significant portion (~40 questions) consists of off-topic spam, and Quilt batch storage and Seal encryption are also recurring developer topics. Questions grouped by docs.sui.io category, then by specific topic.
Accessing Data
Accessing Data
31 questions
29 certain
·
2 uncertain
Walrus Blob ID to Sui Object ID Mapping
3 certain — spot check
Sui GraphQL for Walrus Events
1 uncertain — needs review
1 certain — spot check
Blob Retrieval by ID
2 certain — spot check
Blob Read Operations
2 certain — spot check
Aggregator HTTP API
2 certain — spot check
Walrus Write Blob Flow
2 certain — spot check
Aggregator List Mainnet
2 certain — spot check
Quilt Store and Read Operations
2 certain — spot check
Publisher HTTP PUT Endpoint
2 certain — spot check
Walrus Epoch Query via Sui RPC
1 certain — spot check
Walrus HTTP API Endpoints
1 certain — spot check
Walrus SDK Overview
1 certain — spot check
Blob ID Format Validation
1 certain — spot check
Quilt Patch Listing API
1 uncertain — needs review
WASM Encoding Requirement
1 certain — spot check
Node.js HTTP Store Request
1 certain — spot check
TypeScript SDK Upload Component
1 certain — spot check
Blob Storage Renewal via Sui SDK
1 certain — spot check
Blob Upload Verification and Read
1 certain — spot check
Next Epoch Start Time via SDK
1 certain — spot check
TypeScript SDK for Next.js
1 certain — spot check
Manage Packages
Manage Packages
1 question
1 certain
·
0 uncertain
Walrus Move.toml Dependency Configuration
1 certain — spot check
Objects
Objects
2 questions
2 certain
·
0 uncertain
Blob Object Ownership via Publisher
2 certain — spot check
Publish & Upgrade Packages
Publish & Upgrade Packages
1 question
1 certain
·
0 uncertain
Walrus Site-Builder Destroy Command Error
1 certain — spot check
Security
Security
14 questions
12 certain
·
2 uncertain
Seal + Walrus Private Data Workflow
3 certain — spot check
Seal Threshold Encryption Overview
2 certain — spot check
Blob Content Access Control
1 uncertain — needs review
1 certain — spot check
Seal Encryption Description Accuracy
1 certain — spot check
Seal Encrypted Blob Decryption
1 certain — spot check
Seal Encryption SDK and Docs
1 certain — spot check
Blob Encryption Before Upload
1 uncertain — needs review
Seal Offline Encryption
1 certain — spot check
Seal Policy ID
1 certain — spot check
Seal ReadCap Encryption Pattern
1 certain — spot check
Sui Architecture
Sui Architecture
78 questions
69 certain
·
9 uncertain
Walrus CLI Installation & Update
1 uncertain — needs review
5 certain — spot check
Epoch Duration and Max Epochs
6 certain — spot check
Walrus Sites Overview
5 certain — spot check
WAL Token Staking for Airdrops
3 certain — spot check
Blob as Binary Large Object
1 uncertain — needs review
2 certain — spot check
WAL Token Staking Unstake
3 certain — spot check
Walrus Protocol Overview
2 certain — spot check
Mainnet Client Configuration
2 certain — spot check
Walrus Client Configuration File
1 uncertain — needs review
1 certain — spot check
Mainnet Package IDs
1 uncertain — needs review
1 certain — spot check
WAL Token Slashing Mechanism
2 certain — spot check
RedStuff Erasure Coding Slivers
2 certain — spot check
WAL Token Overview
2 certain — spot check
Maximum Blob Size
2 certain — spot check
WAL Governance Voting
2 certain — spot check
Testnet Package IDs
1 uncertain — needs review
1 certain — spot check
Walrus Epoch Timing
1 certain — spot check
Walrus Epoch Query
1 certain — spot check
Walrus Sites Deployment Tutorial
1 certain — spot check
Upload Relay Setup
1 certain — spot check
Walrus Sites Custom Domain
1 certain — spot check
Walrus Architecture Overview
1 certain — spot check
Walrus Use Cases Overview
1 certain — spot check
Blob Data Lifecycle
1 certain — spot check
Walrus Testnet Address and Object IDs
1 certain — spot check
Network Shard Count
1 certain — spot check
Storage Committee Rotation
1 certain — spot check
DAO Governance Use Case on Walrus Sites
1 certain — spot check
Walrus Network Capacity Growth
1 certain — spot check
Quilt vs Sliced Storage for Large Files
1 certain — spot check
Publisher Upload Size Limit
1 certain — spot check
Walrus Blob Storage Correctness Verification
1 certain — spot check
Epoch-Based Blob Expiry Smart Contract
1 uncertain — needs review
Walrus Sites CI/CD GITHUB_TOKEN
1 uncertain — needs review
Walrus Getting Started
1 certain — spot check
Quilt Delete Per-Patch Workaround
1 certain — spot check
Walrus Sites Binary Upgrade
1 certain — spot check
Walrus as Database Backend
1 certain — spot check
Walrus Protocol Economics
1 certain — spot check
Walrus Integration Use Cases
1 uncertain — needs review
Walrus as Cloud Storage Alternative
1 certain — spot check
Walrus Sites Portal Provider
1 certain — spot check
Blob Certification and Availability
1 certain — spot check
Walrus Local Network Setup
1 certain — spot check
Walrus Sites WordPress Compatibility
1 certain — spot check
Walrus as Storage with Rust SDK
1 certain — spot check
Mainnet WAL Coin Type
1 uncertain — needs review
AI Agent Integration with Walrus
1 certain — spot check
Testing & Debugging
Testing & Debugging
5 questions
5 certain
·
0 uncertain
ws-resources.json Deployment Debug
1 certain — spot check
SDK Upload Error Debugging
1 certain — spot check
TLS Certificate Error on Custom Aggregator
1 certain — spot check
PTB Signature Error Debugging
1 certain — spot check
MoveAbort Error on BLS Certificate Verification
1 certain — spot check
Transaction Payment
Transaction Payment
20 questions
20 certain
·
0 uncertain
Testnet WAL Token Faucet
4 certain — spot check
Storage Cost Per File Size
4 certain — spot check
Storage Cost Estimation at Scale
3 certain — spot check
WAL vs SUI Payment Requirement
2 certain — spot check
Storage Cost Components
2 certain — spot check
Sponsored Transactions on Walrus
1 certain — spot check
Storage Fee Structure
1 certain — spot check
Storage Cost Calculator
1 certain — spot check
WAL vs SUI Payment Ratio
1 certain — spot check
FROST to WAL Conversion
1 certain — spot check
Transactions
Transactions
29 questions
25 certain
·
4 uncertain
Blob Store via CLI and HTTP API
1 uncertain — needs review
10 certain — spot check
Blob Expiry and Extension
3 certain — spot check
Blob Deletable vs Permanent
2 certain — spot check
Blob Expiry and Garbage Collection
2 certain — spot check
Blob Extend Transaction via TRPC
1 uncertain — needs review
1 certain — spot check
WAL Coin Merge Operations
1 certain — spot check
WAL Token Transfer
1 certain — spot check
Blob Attribute Management
1 certain — spot check
Blob Store Permanence & Updates
1 certain — spot check
Blob Store Quilt by Time
1 uncertain — needs review
Blob Deduplication and Force Store
1 certain — spot check
Blob Object Naming and Identifiers
1 uncertain — needs review
Blob Store Best Practices and Publisher Behavior
1 certain — spot check
Blob Expiry After Permanent Storage
1 certain — spot check
Write Move
Write Move
2 questions
2 certain
·
0 uncertain
TypeScript TSX Upload Component
2 certain — spot check
Other
Other
292 questions
258 certain
·
34 uncertain
Off-topic Spam Query
8 uncertain — needs review
75 certain — spot check
Blob Storage Operations & CLI
1 uncertain — needs review
19 certain — spot check
Walrus Storage Pricing Overview
1 uncertain — needs review
8 certain — spot check
Walrus Sites Overview
9 certain — spot check
Walrus Blob Fundamentals
2 uncertain — needs review
4 certain — spot check
Walrus Video Hosting Use Case
2 uncertain — needs review
2 certain — spot check
Off-Topic Query
2 uncertain — needs review
2 certain — spot check
Walrus Sites Asset Hosting
1 uncertain — needs review
2 certain — spot check
Walrus CLI Update/Install
3 certain — spot check
Walrus HTTP API Blob Management
3 certain — spot check
Walrus TypeScript SDK Methods Comparison
3 certain — spot check
Walrus Use Case Brainstorming
3 certain — spot check
Walrus CLI Getting Started
2 uncertain — needs review
1 certain — spot check
Walrus Storage Node Requirements
3 certain — spot check
Blob Storage via CLI and HTTP
1 uncertain — needs review
2 certain — spot check
Walrus Quilt Batch Storage
2 certain — spot check
Storage Node Metrics Error Debugging
2 certain — spot check
Walrus Ecosystem Roles
2 certain — spot check
Publisher JWT Backend Integration
2 certain — spot check
Walrus Agentic Workflow Support
1 uncertain — needs review
1 certain — spot check
Walrus Epoch Duration Calculation
1 uncertain — needs review
1 certain — spot check
Storage Node Setup & Registration
2 certain — spot check
Non-Technical Request
2 certain — spot check
Walrus Upload Endpoint DNS Error
2 certain — spot check
Walrus Sites Object ID Persistence
2 certain — spot check
Walrus Contact Information
1 uncertain — needs review
1 certain — spot check
Walrus Storage Cost
2 certain — spot check
Walrus with Solana Integration
2 certain — spot check
Blob Definition
1 uncertain — needs review
1 certain — spot check
Walrus Quilt Sizing Guidelines
1 uncertain — needs review
Walrus Web Upload Options
1 certain — spot check
Walrus Egress Fees
1 uncertain — needs review
WAL Token Staking
1 certain — spot check
Walrus Aggregator Docker Setup
1 certain — spot check
Walrus Verifiable Data Platform
1 certain — spot check
Walrus Read Verification
1 certain — spot check
Walrus Storage Purchase Process
1 certain — spot check
Walrus Blob ID Retrieval
1 certain — spot check
Walrus Quilt Max Blob Size
1 certain — spot check
Walrus Blob Expiry & Re-upload
1 certain — spot check
Walrus Relay Site Package Addresses
1 certain — spot check
WAL Token Exchange
1 certain — spot check
Walrus Storage Subsidy Mechanisms
1 certain — spot check
Sui Object ID Lookup
1 certain — spot check
Walrus Site Builder Installation
1 certain — spot check
Walrus Publisher URLs
1 certain — spot check
Walrus Data Security - Public Blobs
1 certain — spot check
Walrus P2P Direct Blob Access
1 certain — spot check
Walrus 1TB Storage Cost Estimate
1 certain — spot check
WAL Wallet Address Setup
1 uncertain — needs review
Walrus Proof of Availability
1 certain — spot check
Walrus Blob Size & Memory Requirements
1 certain — spot check
Walrus Test Sites Deployment
1 certain — spot check
WAL Token Address
1 certain — spot check
Walrus Max Epoch Rationale
1 certain — spot check
Walrus Sites Next.js Static Export
1 certain — spot check
Walrus CLI Install
1 certain — spot check
Walrus Blockchain Decentralization Concepts
1 certain — spot check
Walrus Blob Availability Over Time
1 certain — spot check
Walrus Python Backend Environment Variables
1 certain — spot check
Walrus Large Dataset Chunking
1 certain — spot check
Walrus Video Streaming HTTP Range Requests
1 certain — spot check
Walrus Storage Node Hardware Requirements
1 uncertain — needs review
WAL Staking Epoch State Post-Vote
1 certain — spot check
Walrus Sites Site-Builder Update Command
1 certain — spot check
Storage Node Commission Collection
1 certain — spot check
Walrus Blob Availability Proof
1 certain — spot check
Walrus Storage Node Penalties
1 certain — spot check
Walrus CLI Windows Chocolatey Install
1 certain — spot check
Walrus Erasure Coding Architecture
1 certain — spot check
Walrus Blockchain vs Storage Node Network
1 certain — spot check
Walrus Quilt Per-Blob Size Limit
1 certain — spot check
Walrus Quilt Add Blob API
1 certain — spot check
Walrus CLI Installation Directory
1 certain — spot check
Walrus Blob Image Duration
1 certain — spot check
Walrus WAL Testnet Use Cases
1 uncertain — needs review
Tusky Platform Shutdown
1 certain — spot check
Ecosystem Partnerships & Marketing
1 certain — spot check
Documentation Language Request
1 certain — spot check
Product Marketing Copy
1 certain — spot check
Community and Integration Support
1 certain — spot check
Tusky Migration Options
1 certain — spot check
Governance Proposal Portal
1 certain — spot check
Publisher Revenue Model
1 certain — spot check
Walrus Founder Information
1 certain — spot check
Walrus Rust SDK
1 certain — spot check
Walrus Sites Testnet Access
1 certain — spot check
React App Deployment to Walrus Sites
1 certain — spot check
Walrus HTTP API JSON Parse Error
1 certain — spot check
Walrus Upload Relay TypeScript Code
1 certain — spot check
Walrus Upload Relay Architecture
1 certain — spot check
WAL Testnet Faucet
1 certain — spot check
Walrus Sites Testnet Deployment Error
1 certain — spot check
Walrus Sites for Static File Hosting
1 certain — spot check
Walrus SDK Availability
1 certain — spot check
Walrus Quilt Patches
1 certain — spot check
Walrus Aggregator URL Troubleshooting
1 certain — spot check
Display Image from Walrus Blob
1 certain — spot check
Blob Encryption with Seal
1 certain — spot check
WAL Token Staking APY
1 uncertain — needs review
Walrus HTTP Upload and Retrieve APIs
1 certain — spot check
Walrus Learning Roadmap
1 certain — spot check
Walrus TypeScript SDK Upload
1 certain — spot check
Blob Metadata Size Query
1 uncertain — needs review
Walrus HTTP API Reference Links
1 certain — spot check
Walrus Vault Concept
1 uncertain — needs review
Walrus CDN Integration
1 certain — spot check
Svelte App Deployment to Walrus Sites
1 certain — spot check
WAL Token Unlock Schedule
1 uncertain — needs review
Walrus as Database Backup Layer
1 certain — spot check
Walrus for Analytics and ML Data
1 certain — spot check
Blob Storage and Public URL
1 certain — spot check
Fetch and Display Blob on Frontend
1 certain — spot check
Blob Ownership on Walrus
1 certain — spot check
Walrus Mainnet Endpoints and Integration
1 certain — spot check
Walrus Node Requirements
1 uncertain — needs review
Python Blob Storage Example
1 certain — spot check
Walrus Academic Publications
1 certain — spot check
Blob Encryption Default Behavior
1 certain — spot check
Walrus Protocol Positioning
1 certain — spot check
WAL Testnet Free Tier for Hackathon
1 certain — spot check
Walrus Developer Community Channels
1 certain — spot check
Walrus Chain-Agnostic Data Layer
1 certain — spot check
Walrus Built on Sui
1 certain — spot check
Walrus Blob Explorer on Testnet
1 certain — spot check
HTTP Publisher API without CLI
1 certain — spot check
Walrus Pricing Quilt and Erasure Coding
1 certain — spot check
Walrus Slivers Explained
1 certain — spot check
Walrus Mainnet API Key
1 certain — spot check
Fetch Blob via Command Prompt
1 certain — spot check
Walrus Article Topic Ideas
1 certain — spot check
Walrus Mainnet Publisher URL
1 certain — spot check
Walrus CLI Update on Ubuntu
1 certain — spot check
Walrus Storage Pricing Model
1 certain — spot check
User engagement
Top returning users
| User ID | Questions |
|---|---|
| 7f0872c0-1aad-4a13-ac47-8c09b8109fa8 | 2 |
Questions per user
| Questions | Users |
|---|---|
| 1 | 473 |
| 2 | 1 |
Recommended Actions
Add a blob lifecycle quickstart with multilingual CLI and HTTP examples
Create or expand /docs/getting-started with store, read, extend, and delete steps covering CLI, HTTP PUT/GET, and TypeScript SDK.
140 questions on blob operations with 45 uncertain answers and only 30% scroll depth on /docs/getting-started signal a critical onboarding gap.
Publish a storage cost FAQ with worked examples at multiple blob sizes and epochs
Add a dedicated cost FAQ page linked from the homepage covering WAL vs SUI split, per-epoch pricing, Quilt savings, egress fees, and a 1 TB worked example.
56 pricing questions with 21 uncertain answers show the current cost docs do not answer the most common scaling and estimation questions.
Consolidate network values and node operator reference onto a single page
Merge mainnet/testnet YAML configs, package IDs, aggregator URLs, and hardware requirements into one well-linked Networks & Node Operations reference page.
42 network configuration questions recur weekly, with operators copying configs from chatbot responses rather than finding them in docs.
Add a Data Privacy callout and Seal integration guide to blob storage docs
Insert a prominent callout at the top of blob storage docs that blobs are public by default, with a linked step-by-step Seal + Walrus TypeScript integration guide.
28 Seal questions with 10 uncertain answers show developers regularly miss the public-by-default behavior, creating real security risk.
Improve walrus CLI error messages for missing config and PATH issues
Improve the walrus binary to detect missing client_config.yaml and missing PATH entries and emit actionable error messages with the exact fix command.
Multiple questions show developers hitting 'walrus: command not found' and 'could not find a valid Walrus configuration file' with no clear remediation in the error output itself.
Add SDK-level validation and descriptive errors for common blob operation mistakes
Add input validation in the TypeScript SDK for missing epochs, invalid blob IDs, and publisher ownership mismatches with descriptive error messages.
SDK questions reveal developers encountering cryptic errors like 'Cannot read properties of undefined' and TRPC function-not-found with no actionable SDK-level guidance.
Add a walrus blob status command that shows expiry epoch and remaining time
Implement a new CLI subcommand that takes a blob ID and returns its current status, expiry epoch, owner, and human-readable time remaining.
Developers repeatedly ask how to verify upload success, check blob availability, and understand expiry—none of which are surfaced in existing CLI output.
Build a Quilt inspector CLI command to list patches, sizes, and per-patch retrieval URLs
Add a new walrus inspect-quilt command that takes a quilt blob ID and returns all patch IDs, sizes, and ready-to-use aggregator retrieval URLs.
27 Quilt questions include recurring uncertainty about listing patches, per-patch size limits, and per-patch retrieval—none of which are exposed in current tooling.