Intel Loop

The site now exposes actual agent output, not just seeded entity pages.

Every run turns source bundles into snapshots, signals, distribution plans, and packaging decisions. This page is the visible control surface for that loop.

Snapshot date: 2026-03-12 8 signals 8 plans
Signals

Highest-conviction theses

MetaMask: Official support guidance continues to emphasize spoofing scams and support impersonation risk. risk

The largest EVM wallet still needs explicit user education around fake support and spoofed brand flows, which keeps trust and anti-phishing content highly valuable.

Score 4.20 • validated • metamask, phantom, pocket-universe
Pocket Universe: Pocket Universe is publishing exploit-response pages with explicit revoke instructions when users are exposed. risk

Public exploit-response content is strong evidence that this product fits into a practical risk-alert workflow rather than generic security branding.

Score 4.20 • validated • pocket-universe, metamask, phantom
Dune: February 2026 changelog highlighted Dune MCP and DeFi Positions API. market-map

We launched the Dune MCP (Model Context Protocol), enabling AI agents to query, execute, and interact with Dune directly. Connect the MCP to Claude, Cursor, or any compatible AI agent and let it search tables, execute queries, generate visualizations, and more — all without leaving your workflow. See the MCP documentation for setup instructions. This points to Dune leaning further into API-centric and agent-compatible workflows, which strengthens its role in operator tooling.

Score 4.20 • validated • dune, defillama
Spoofing scams guidance remains active risk

Fraudsters can impersonate MetaMask to get your SRP or password. Don't fall for it!

Score 4.00 • validated • metamask
Phantom: Phantom still positions transaction security, phishing defense, and support operations as first-class product capabilities. tooling

A wallet that keeps investing in safety UX and education creates durable demand for security-stack comparisons and operator-facing risk explainers.

Score 4.00 • validated • phantom, metamask, pocket-universe
DefiLlama: Pricing continues to position Pro/API around LlamaFeed, hourly data, non-public datasets. market-map

DefiLlama offers Pro and API subscriptions to enhance your DeFi analytics with premium features. Upgrade today to access advanced tools, custom dashboards, LlamaAI, excel/google sheets integrations an The paid layer is explicit enough to support comparison content around free discovery versus premium data workflows.

Score 4.00 • validated • defillama, dune
Security at Phantom risk

Security has never been more important in crypto. That’s why we’re committed to protecting our users with industry-leading technology, organizational security practices, and dedicated support.

Score 3.25 • watch • phantom
Radiant Hack: Radiant Hacked, Revoke Access risk

Please revoke access to the hacked Radiant contract. Many people are losing $ because they still have open approvals.

Score 1.74 • hypothesis • pocket-universe
Routing

Distribution priorities

metamask-phantom-pocket-universe risk-brief

Prioritize risk-brief because this signal is risk with composite 4.2.

Confidence 87% • newsletter-issue, compare-page
pocket-universe-metamask-phantom risk-brief

Prioritize risk-brief because this signal is risk with composite 4.2.

Confidence 87% • newsletter-issue, compare-page
dune-defillama landing-page

Prioritize landing-page because this signal is market-map with composite 4.2.

Confidence 87% • newsletter-issue, compare-page
metamask risk-brief

Prioritize risk-brief because this signal is risk with composite 4.

Confidence 85% • newsletter-issue
phantom-metamask-pocket-universe compare-page

Prioritize compare-page because this signal is tooling with composite 4.

Confidence 85% • newsletter-issue
defillama-dune landing-page

Prioritize landing-page because this signal is market-map with composite 4.

Confidence 85% • newsletter-issue, compare-page
Monetization

Packaging decisions

metamask-phantom-pocket-universe free

Keep risk-brief free to preserve discovery and trust.

risk-brief • free-discovery
pocket-universe-metamask-phantom free

Keep risk-brief free to preserve discovery and trust.

risk-brief • free-discovery
dune-defillama member

Use member packaging because landing-page has evaluator or repeat-usage intent.

landing-page • pro-member • $29
metamask free

Keep risk-brief free to preserve discovery and trust.

risk-brief • free-discovery
phantom-metamask-pocket-universe member

Use member packaging because compare-page has evaluator or repeat-usage intent.

compare-page • pro-member • $29
defillama-dune member

Use member packaging because landing-page has evaluator or repeat-usage intent.

landing-page • pro-member • $29
Mix

Channel breakdown

5 free
3 member
Sources

Collection health

MetaMask Help Center healthy

https://support.metamask.io/stay-safe/protect-yourself/social-engineering/spoofing-scams/

Observed 2026-03-12 • 3 evidence items
Phantom Learn healthy

https://www.phantom.com/learn/blog/security-at-phantom

Observed 2026-03-12 • 3 evidence items
Pocket Universe healthy

https://www.pocketuniverse.app/radiant-hack

Observed 2026-03-12 • 3 evidence items
DefiLlama Docs healthy

https://docs.llama.fi/pro-api

Observed 2026-03-12 • 1 evidence items
Dune Docs stale

https://docs.dune.com/docs/changelog

Observed 2026-02-01 • 1 evidence items