Engagemii for Databricks
Engagemii tracks 81 million companies worldwide: how visible each one is to AI answer engines, which AI engines read its Engagemii page, and who it does business with.
Databricks agents and AI Playground can use it today through our data MCP server, and two free datasets are on Databricks Marketplace: 1 million companies, and a sample of 500 US companies with all 113 columns, add-on columns filled where we hold the data.
The data
113 columns per company, the same in a data file, a dataset_sample row, a company_lookup full record and the Marketplace sample table: 105 included, in 11 groups, and 8 in two optional add-ons, Phone and hours and Places (chain brand and number of locations). Add-on cells are filled in data files that buy the add-on and in the free sample of 500 US companies (the same file on Databricks Marketplace and on the data page), where we hold the data; they are empty in API records and lookups.
A 0 to 10 score for how visible the company is to AI answer engines, with its word and industry rank band, and the parts behind it (six on-page, overall off-page authority and six off-page), each rated Weak, Fair, Good or Strong.
Which AI engines read the company's Engagemii profile page, how often each and when they last did: ChatGPT, Claude, Perplexity, Gemini, Meta AI and others. Plus how likely AI answers are to name the company (0 to 100). We have logged over 269 million AI engine reads on our own servers.
Network Authority (0 to 10) and relationships on record: customers, suppliers, distributors, resellers and partners named in public SEC annual reports, plus connections both companies confirmed on Engagemii.
Whether an AI agent can read the business and its offers, and whether the company runs AI tools on its own site, each 0 to 100 with the signals behind it, plus whether the site publishes robots.txt, a sitemap and llms.txt.
Name, website, site status, industry, B2B or B2C, location down to street, ZIP and map point, ticker and SEC CIK for public companies, homepage content, 16 social networks and app links, tech stack and store catalog.
No emails, people's names or personal phone numbers, in any file or tool. A company's main business phone number, for US companies, comes only in a purchased file with the Phone and hours add-on, and in the free sample of 500 US companies on Databricks Marketplace.
Data MCP server
Add the server as an external MCP connection in Unity Catalog and sign in with OAuth. Five tools work without an account; search needs a free data account.
Server URL
https://api.engagemii.com/api/mcp/datacompany_lookupFind a company by name, website or ticker.
company_searchList companies by industry, US state, country and AI visibility band.
company_ai_visibilityA company's AI visibility scores and signals.
company_ai_readsWhich AI engines read the company's Engagemii page, and how often.
company_relationshipsWho the company does business with.
dataset_sampleThe first 15 rows of the free 500-company sample, in the same columns as a data file.
How Databricks teams use it
Add AI visibility, industry and location to the company lists you already keep, then sort accounts by who AI engines can and cannot see.
Give an agent company facts to answer from: who a company is, how visible it is to AI engines, and who it works with.
Compare companies and industries by AI visibility and AI engine reads, with a date on every score.
See the customers, suppliers and partners named in a public company's SEC filings without reading the filings.
Getting access
One sample everywhere: 500 US companies, all 113 columns, the same sample as on Databricks Marketplace. Download it as Excel or CSV on the data page (work email required), or read it on Databricks Marketplace; the dataset_sample tool returns its first 15 rows. Add-on cells are filled in data files that buy the add-on and in the free sample of 500 US companies (the same file on Databricks Marketplace and on the data page), where we hold the data; they are empty in API records and lookups.
Live now. Connect it in Databricks with OAuth. A free data account covers search and full records within its limits.
Pick industries, places and fields in the data portal and download CSV, JSON or Excel.
Available now, free: 1 million companies worldwide with AI visibility levels, and a sample of 500 US companies with all 113 columns, add-on columns filled where we hold the data, both ready in Unity Catalog. For the full dataset under license, request access on the listing.
Every record carries the date it was last scored, so the age of each row is visible. AI engine reads are counted as they happen. Contact page · Privacy policy
Connect the server, add it as a tool, and ask: "Look up Engagemii, then show its AI visibility and which AI engines read its Engagemii page."