IndustryLens

Use when the user asks who competes with a company, what a competitor recently did, or for a competitive overview of a domain. Input a company domain or name and get a privacy-safe profile: firmographics, recent strategic moves (the existence of a shift + a was→now summary, with the real analysis date), and links to published reports/comparisons. Returns { covered: false } for companies IndustryLens doesn't publicly track.

{
  "type": "object",
  "properties": {
    "domain": {
      "type": "string",
      "description": "Company domain or homepage URL (e.g. 'apollo.io'). Preferred — most precise."
    },
    "name": {
      "type": "string",
      "description": "Company name (e.g. 'Apollo'). Used when no domain is given."
    }
  },
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Recent tracked strategic moves for one competitor, newest-first — the existence of each shift plus a was→now summary and the real analysis date (never a fabricated date). Returns { covered: false } for companies IndustryLens doesn't publicly track, and an empty list for covered companies with no moves detected yet.

{
  "type": "object",
  "properties": {
    "competitor": {
      "type": "string",
      "minLength": 1,
      "description": "Competitor name or domain (e.g. 'Apollo' or 'apollo.io')."
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 50,
      "description": "Max moves (default 10, max 50)."
    }
  },
  "required": [
    "competitor"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Given a company domain or name, return the other companies IndustryLens tracks in the same market. Returns { covered: false } for companies not publicly tracked.

{
  "type": "object",
  "properties": {
    "domain": {
      "type": "string",
      "description": "Company domain or homepage URL (e.g. 'apollo.io'). Preferred."
    },
    "name": {
      "type": "string",
      "description": "Company name (e.g. 'Apollo'). Used when no domain is given."
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 50,
      "description": "Max competitors (default 10, max 50)."
    }
  },
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Browse published competitive-intelligence reports. Filter by industry or target_role; results are ordered newest-first. Each returned item has a slug usable with get_report. URLs follow https://industry-lens.com/reports/<slug>.

{
  "type": "object",
  "properties": {
    "industry": {
      "type": "string",
      "description": "Industry filter, ILIKE match (e.g. 'hr tech', 'devops', 'fintech')."
    },
    "target_role": {
      "type": "string",
      "description": "Target role filter, ILIKE match (e.g. 'marketing', 'sales', 'product')."
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 50,
      "description": "Max results (default 10, max 50)."
    }
  },
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Fetch the full body of a published report by slug. Returns the report's structured fields plus content_html (the canonical body). pdf_url is currently empty for every report (PDF generation is disabled pipeline-side); do not construct or suggest a .pdf URL — there is no such route. Point users to the report's web URL, or to the site's gated PDF-download form if one exists.

{
  "type": "object",
  "properties": {
    "slug": {
      "type": "string",
      "minLength": 1,
      "description": "Report slug from list_reports (e.g. '/devops-hiring-q1-2026' or 'devops-hiring-q1-2026')."
    }
  },
  "required": [
    "slug"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Browse published competitor-vs-competitor breakdowns. Optionally filter by a competitor name (matches either side). Each item has a slug usable with get_comparison. URLs follow https://industry-lens.com/compare/<slug>.

{
  "type": "object",
  "properties": {
    "competitor": {
      "type": "string",
      "description": "Competitor name filter (matches either side, ILIKE)."
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 50,
      "description": "Max results (default 10, max 50)."
    }
  },
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Fetch the full structured body of a published competitor comparison by slug. Returns content_json (the structured breakdown: pricing, recent moves, positioning, displacement signals, when-to-choose, etc.) plus metadata.

{
  "type": "object",
  "properties": {
    "slug": {
      "type": "string",
      "minLength": 1,
      "description": "Comparison slug from list_comparisons."
    }
  },
  "required": [
    "slug"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

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

{
  "type": "object",
  "properties": {
    "email": {
      "type": "string",
      "format": "email",
      "description": "The email address the user explicitly asked to subscribe."
    },
    "source": {
      "type": "string",
      "description": "Where the request came from (e.g. 'mcp_claude_desktop'). Defaults to 'mcp'."
    }
  },
  "required": [
    "email"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

The dated CHANGE-FEED for one competitor: every real was→now strategic shift IndustryLens detected, newest-first, each stamped with its 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 domain or name. Returns { covered: false } with a CTA for companies not publicly tracked.

{
  "type": "object",
  "properties": {
    "domain": {
      "type": "string",
      "description": "Company domain or homepage URL (e.g. 'apollo.io'). Preferred — most precise."
    },
    "name": {
      "type": "string",
      "description": "Company name (e.g. 'Apollo'). Used when no domain is given."
    },
    "since": {
      "type": "string",
      "description": "Optional ISO date (YYYY-MM-DD). Only moves analyzed on/after this date are returned."
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 50,
      "description": "Max moves (default 20, max 50)."
    }
  },
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Structured pricing/packaging changes IndustryLens has detected — each with a change_type, severity, materiality score, a plain-language summary, and the real detection date. Pass a `competitor` (name or domain) to scope to one company, or omit it for a recent pricing feed. The feed spans the markets IndustryLens publicly tracks. No other public source exposes structured competitor pricing-diffs like this.

{
  "type": "object",
  "properties": {
    "competitor": {
      "type": "string",
      "description": "Competitor name or domain (e.g. 'Apollo' or 'apollo.io'). Omit for a market-wide recent pricing feed."
    },
    "since": {
      "type": "string",
      "description": "ISO date lower bound for detection (e.g. '2026-01-01'). Defaults to 90 days ago."
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 50,
      "description": "Max changes (default 20, max 50)."
    }
  },
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

List the B2B SaaS markets (categories) IndustryLens monitors. Each item has a `slug` usable with get_market_landscape for the full category map. Ordered by name.

{
  "type": "object",
  "properties": {},
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Given a market (a vertical slug or name), return the published category overview plus every player IndustryLens tracks in that market — the whole-CATEGORY map, not a self-selected competitor set. Returns the hub (title, abstract, tldr, hero_stats, url), the deduped list of players (name, domain, business_model), and `market_news` — the latest weekly market summary (narrative, top topics, new entrants, topic momentum, source URLs). Returns { covered: false } for markets IndustryLens doesn't publicly track. Use list_markets to discover slugs.

{
  "type": "object",
  "properties": {
    "market": {
      "type": "string",
      "minLength": 1,
      "description": "A vertical slug (exact) or market name (ILIKE), e.g. 'sales-intelligence' or 'sales intelligence'."
    }
  },
  "required": [
    "market"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}