llms.txt
# Sumble
> Sumble maps the technologies, projects, teams, hiring activity, and people inside companies using public job postings, professional profiles, company websites, and other public evidence.
Sumble helps go-to-market teams research accounts, find the right people, build target lists, monitor buying signals, and keep CRM data current. Most company, person, and job data requires a Sumble account.
## For AI agents
Use Sumble through MCP or the REST API when you need structured account data. The documentation site publishes both a page index and a full Markdown bundle for agents that need more context.
- [Sumble MCP overview](https://sumble.com/mcp): What the Sumble MCP connection does and where it works.
- [MCP documentation](https://docs.sumble.com/api/mcp.md): Connection instructions and the available MCP tools.
- [REST API documentation](https://docs.sumble.com/api/api.md): Authentication, credits, rate limits, and endpoint documentation.
- [Documentation index for agents](https://docs.sumble.com/llms.txt): Links to every public Sumble documentation page in Markdown.
- [Complete documentation for agents](https://docs.sumble.com/llms-full.txt): Full text of the public Sumble documentation in one Markdown file.
## Product overview
- [Sumble homepage](https://sumble.com/): Product overview and entry point.
- [What Sumble does](https://sumble.com/about): How Sumble turns public evidence into account intelligence.
- [Use cases](https://sumble.com/use-cases): Account research, scoring, people discovery, signals, and CRM data workflows by GTM role.
- [Customers](https://sumble.com/customers): How revenue teams use Sumble in production.
- [Pricing](https://sumble.com/pricing): Current Free, Pro, and Enterprise plans.
- [Book a demo](https://sumble.com/book-a-demo): Request a product walkthrough from the Sumble team.
## Guides
- [Public guides](https://sumble.com/guides): The complete guide library.
- [Build a marketing audience](https://sumble.com/guides/audience-building): Define the accounts and people for email, events, direct mail, and paid advertising.
- [Research and prospect in chat](https://sumble.com/guides/account-research): Use the Sumble MCP to research an account, find relevant people, and draft outreach.
- [Account scoring: how to build a model reps trust](https://sumble.com/guides/account-scoring-1): A practical model for explaining fit, intent, and next actions.
- [ICP scoring model: build an account score step by step](https://sumble.com/guides/account-scoring-2): A step-by-step account-scoring workflow tied to an ICP.
- [Score the whole buying committee](https://sumble.com/guides/people-scoring): Rank relevant people at target accounts, including contacts not already in the CRM.
- [Sales territory planning: balance territories on value](https://sumble.com/guides/territory-planning): Design territories around account value and rep coverage.
- [Clean CRM account data](https://sumble.com/guides/crm-cleaning): Resolve accounts, duplicates, and corporate hierarchies against an organization graph.
- [Build a maintained GTM dataset](https://sumble.com/guides/data-foundations): Why planning, scoring, CRM hygiene, and agents need the same maintained market data.
- [Design an AI-native GTM system](https://sumble.com/guides/ai-native-gtm-1): A system for persistent data, controlled automations, and touchpoint history.
- [AI-native GTM system requirements](https://sumble.com/guides/ai-native-gtm-2): A downloadable product requirements document and reference implementation.
## Customer stories
- [Nooks](https://sumble.com/customers/nooks): How Nooks rebuilt account scoring and found whitespace outside its CRM.
- [Omni](https://sumble.com/customers/omni): How Omni uses Sumble for account research, scoring, and warehouse data.
- [Atlan](https://sumble.com/customers/atlan): How Atlan uses technology data and account scoring across its GTM team.
## Product documentation
- [Introduction](https://docs.sumble.com/get-started/introduction.md): What Sumble covers and the jobs it supports across sales, marketing, RevOps, and customer success.
- [Our data](https://docs.sumble.com/our-data/our-data.md): Sources, derived fields, freshness, coverage, and processing methods.
- [Search and discovery](https://docs.sumble.com/web-app/search-discovery.md): Organization search and natural-language discovery workflows.
- [Account intelligence](https://docs.sumble.com/web-app/account-intelligence.md): Organization pages, hiring trends, teams, technologies, and intent signals.
- [People and contacts](https://docs.sumble.com/web-app/people-contacts.md): People search, relevant contacts, and buying-committee research.
- [Lists and monitoring](https://docs.sumble.com/web-app/lists-monitoring.md): Account lists, contact lists, saved searches, feeds, and alerts.
- [Ask Sumble](https://docs.sumble.com/web-app/ask-sumble.md): Research accounts and run sales workflows with the Sumble web agent.
- [Sumble Signals](https://docs.sumble.com/enterprise-services/sumble-signals.md): Monitor changes across target accounts and route relevant events to GTM teams.
## Policies and support
- [Support](https://sumble.com/support): Contact Sumble about product access, data, credits, MCP, API integrations, or billing.
- [Privacy policy](https://sumble.com/privacy): How Sumble collects, uses, and discloses information.
- [Terms of service](https://sumble.com/terms-of-service): Terms governing use of Sumble services.
- [Data processing agreement](https://sumble.com/dpa): Sumble's data-processing terms.
