IndustryLens

 ⟨14 unchanged words⟩  did, or for a competitive overview of aone domain.or more domains. Input a company domain or name and get a privacy-safe profile: firmographics (business model, stage, HQ, plus `firmographics.funding_stage` / `last_raise` / `investors` / `employee_count` — these read `collected: false` with a plain 'not yet collected' note until that enrichment source is wired up, never a guess), recent strategic moves (the existence of a shift ⟨16 unchanged words⟩  false } for companies IndustryLens doesn't publicly track. Pass `companies` (up to 10 names/domains) instead of domain/name to look up several companies in one call — each gets its own result block, in the order given, each tagged with a `status` (account / public / not_covered / ambiguous).

{"$schema":"http://json-schema.org/draft-07/schema#","additionalProperties":false,"properties":{"companies":{"description":"Batch alternative to domain/name: up to 10 company names or domains. Omit domain/name when using this. Returns one profile per entry, in input order.","items":{"type":"string"},"maxItems":10,"minItems":1,"type":"array"},"domain":{"description":"Company domain or homepage ⟨27 unchanged words⟩ 

TheUse when the user asks what changed, what's new, or wants a timeline of a competitor's moves. Returns the dated CHANGE-FEED for one competitor: every real was→now ⟨9 unchanged words⟩  real analysis date (never a fabricated date). Use when the user asks what changed, what's new, or wants a timeline of a competitor's moves — optionally since a given date. Input a  ⟨6 unchanged words⟩  with a CTA for companies not publicly tracked. Pass `companies` (up to 10 names/domains) instead of domain/name to get a change feed for several competitors in one call — each gets its own result block, in the order given.

{"$schema":"http://json-schema.org/draft-07/schema#","additionalProperties":false,"properties":{"companies":{"description":"Batch alternative to domain/name: up to 10 company names or domains. Omit domain/name when using this. Returns one change feed per entry, in input order; `since`/`limit` apply to every entry.","items":{"type":"string"},"maxItems":10,"minItems":1,"type":"array"},"domain":{"description":"Company domain or homepage ⟨59 unchanged words⟩ 

Use when the user wants an overview of a whole market/category — every player in it, not just a self-selected competitor set. Given a market (a vertical slug or name), returnreturns the published category overview plus every player IndustryLens ⟨61 unchanged words⟩ 

StructuredUse when the user asks about a competitor's pricing/packaging changes, or wants a recent pricing-change feed. Returns structured pricing/packaging changes IndustryLens has detected — each with a change_type, ⟨22 unchanged words⟩  or omit it for a recent pricing feed. Pass `competitors` (up to 10 names/domains) instead to get a feed per company in one call, each in input order. The feed spans the markets IndustryLens publicly tracks. ⟨10 unchanged words⟩ 

 ⟨22 unchanged words⟩  pricing feed.","type":"string"},"competitors":{"description":"Batch alternative to `competitor`: up to 10 competitor names or domains. Omit `competitor` when using this. Returns one pricing feed per entry, in input order; `since`/`limit` apply to every entry.","items":{"type":"string"},"maxItems":10,"minItems":1,"type":"array"},"limit":{"description":"Max changes (default  ⟨30 unchanged words⟩ 

Use when the user wants the full text of one published IndustryLens report (after finding its slug via list_reports). Fetch the full body of a published report  ⟨5 unchanged words⟩  structured fields plus content_html (the canonical body). and the report's web URL. pdf_url is currentlya emptydirect forlink everyto reporta (generated PDF generationof isthe disabledreport pipeline-side);when doone notexists construct(null orfor suggestolder reports or a .pdffailed URLgeneration) — there isthe noIndustryLens suchwebsite route.itself Pointdoesn't userslink to it (its own download button re-renders the report'spage webvia URLprint), but the URL is real and fetchable. Never construct or toguess a .pdf URL yourself when pdf_url is null — point the site'suser gatedat PDF-downloadthe formreport's ifweb oneURL exists.instead.

BrowseUse when the user wants to browse published competitor-vs-competitor breakdowns.breakdowns, or find one involving a specific competitor, rather than fetch one specific comparison by slug. Optionally filter by a competitor name (matches  ⟨15 unchanged words⟩ 

RecentUse when the user asks what a specific competitor has recently done or changed. Returns recent tracked strategic moves for one competitor, newest-first  ⟨41 unchanged words⟩ 

ListUse when the user wants to know which B2B SaaS markets/categories IndustryLens tracks, or needs a slug for get_market_landscape. Returns the list of markets, (categories)ordered IndustryLensby monitors.name. Each item has a `slug` usable with get_market_landscape for the full category map. Ordered by name.

BrowseUse when the user wants to browse or discover published competitive-intelligence reports.reports (e.g. by topic, role, or industry) rather than fetch one specific report by slug. Filter by industry or target_role; results are ordered ⟨14 unchanged words⟩ 

Sign the user up for IndustryLens's weekly intelligence-report newsletter. Use this onlyONLY after the user explicitly asks to subscribe to IndustryLens's weekly intelligence-report newsletter — never subscribe an email without their direct, informed consent. Signs the given email up and returns a confirmation. The source argument is recorded for attribution and defaults to 'mcp'.