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View: by job

How an agent asks.

An agent does not think it needs a data enrichment tool. It thinks it has a LinkedIn URL and needs a job title. This view is the closed vocabulary of 55 jobs in 10 families, each one a verb plus an object, phrased from the agent's side. 827 tags are assigned across 271 of 293 entries. 22 entries carry no tag at all and each one records why.

What a tag meansA job tag means the vendor says the tool does this. It is not a test result, not proof the capability is reachable through the tool's MCP server, and not proof it is available on the gate this entry records. Tagged by machine-pass on 2026-08-25. Tier is RESEARCHED and bench_tested is still 0.

Find people and companies

Turn a criterion, a domain, a URL or an email into a record. 7 jobs, 97 tagged entries.

Get contact data

Turn a person into a way to reach them, and check it is real. 3 jobs, 63 tagged entries.

Signals and research

Find out something changed, or find out what is true right now. 9 jobs, 117 tagged entries.

Outreach and engagement

Write it, send it, dial it, and read back what happened. 7 jobs, 184 tagged entries.

Conversations and meetings

Get a meeting on the calendar and get the words out of it. 7 jobs, 127 tagged entries.

Systems of record and plumbing

Read, write and move the data the rest of the stack argues about. 6 jobs, 79 tagged entries.

Deal execution and documents

Quote it, paper it, sign it, and share it with the buyer. 6 jobs, 31 tagged entries.

Planning, scoring and coaching

Decide what the number is and who is going to hit it. 5 jobs, 89 tagged entries.

Sending infrastructure

Own the mailboxes, the reputation and the placement. 3 jobs, 26 tagged entries.

MCP plumbing

Find servers, or stand between an agent and somebody's SaaS. 2 jobs, 14 tagged entries.

Vocabulary source: data/jobs.yaml, sha256 e63c27779ba7bdea... Tags source: data/tags.yaml, sha256 77a593d1de719f44... The vocabulary is closed: a tool whose job is not in it stays blank rather than being forced into the nearest tag.