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Show HN: Ask your AI what changed across your competitors

Show HN: Ask your AI what changed across your competitors

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TL;DR · WeSearch summary

Free tier works.Open Mistral settingsGuideFor developersEditor and CLI clients install per-device. IndustryLens is queryable from the tools you already work in, on a public tier, with published pricing and no demo gate.PrivacyThe public server returns facts about companies and the existence of strategic shifts — never any customer’s private data, and never who tracks whom. Full per-account intelligence and deeper analysis live in your IndustryLens account.Add as a Claude plugin marketplaceIn Claude.ai, open Customize → Personal plugins → Create plugin → Add marketplace and paste the URL below.

Key facts
About this source

Hacker News (Newest) files mainly under programming. We currently carry 5,306 of its stories.

Original article
IndustryLens
Read full at IndustryLens →

Story provenance

Source · retrieval · rights · ranking — open for full record
inspect →

Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.

Record

Original publisherIndustryLens
Canonical URLhttps://industry-lens.com/mcp
Publication timeTue, 30 Jun 2026 07:47:26 +0000
Retrieval time2026-06-30T07:54:24.163Z
Last seen2026-06-30T07:54:24.163Z
Headline sourcePublisher (no WeSearch rewrite)
Excerpt sourcepublisher body
Excerpt methodFirst ~120 words (~800 chars) of extracted publisher body, fair-use limited.
SummaryWeSearch · cerebras-chat (WeSearch summarizer)
Summary source textcontentText
Citation coverageSummary is a WeSearch-generated derivative; primary citation is the original publisher URL.
ClusterOZ180xSFa6mJ
Cluster logicGrouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison.
Ranking reasonStory pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking.
Publisher visitYes — open original
Substitutes article?No — link-out required for full text

Rights status (four layers)

Publisher-declared
No publisher-confirmed rights record for this source yet.
Machine-readable
No source-specific machine-readable restriction detected beyond the public feed.
WeSearch interpretation
WeSearch declared handling (basis: Derived from the published RSS/Atom feed). This is WeSearch policy, not a legal grant on the publisher's behalf.
Unknown
Retrieval and training permissions are not asserted unless the publisher confirms them.

WeSearch handling by dimension

Indexing May the item be indexed (stored, ranked, made findable)? Allowed
Snippet May a short excerpt of the publisher's text be shown? Allowed
AI summary May WeSearch generate its own short summary of the article? Limited
Retrieval / RAG May the content be exposed for third-party retrieval-augmented generation? Not asserted
Model training May the content be used to train AI models? Not asserted
Commercial reuse May the content be reused commercially? Not permitted

Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.

Opening excerpt (first ~120 words) tap to expand

Model Context ProtocolCompetitive intelligence, inside your AI agentAdd IndustryLens to Claude, Cursor, or any MCP-aware tool and ask competitive questions mid-task — answered from a live engine that tracks pricing, positioning, ads, hiring, reviews and news, with sources.Add it to your AI appAdd it once to your account and it works wherever you use that app — web, desktop and mobile. No download, no API key for the public tier.ChatGPTPlus / Pro / BusinessSettings → Connectors → Developer mode → Create.Open ChatGPT settingsGuideClaudePro / Team / EnterpriseTrue one-click — opens the Add-connector dialog pre-filled.Add to ClaudeGuideGeminiApp: coming · CLI nowApp support is coming — use Gemini CLI for now.Setup guidePerplexityPro / MaxSettings → Connectors → add a custom connector.Open…

Excerpt limited to ~120 words for fair-use compliance. The full article is at IndustryLens.

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