Attio Lookalike Account Builder

What this skill does

Turns your best existing customers into a net-new prospecting list. It profiles a set of closed-won Attio company records with MoltSets firmographics, works out the shared industry, employee range, and revenue range, then searches for similar companies that are not already in Attio. The output is a target account list ready to hand to a rep or load into an outbound sequence.

Chain

Attio closed-won accounts
  to attio/query-records                (companies with a linked closed-won deal, optional filters)
  to MoltSets:
      search_companies                  (domain -> industry, employee_range, revenue_range)
  to derive lookalike profile           (dominant industry, employee range, revenue range across the set)
  to MoltSets:
      search_companies                  (industry + employee_range + revenue_range -> candidate companies)
  to exclude domains already in Attio
  to attio/create-record                (optional: create the new companies as target accounts)

Inputs

• Seed accounts - which closed-won accounts to profile (all, a segment, or a named list)
• Profile weighting - which firmographic fields matter most for the lookalike match (industry, size, revenue)
• List size - how many net-new accounts to return
• Exclusions - domains already in Attio, competitors, or a do-not-target list

How it works

1. Pulls the closed-won company records (or a filtered subset) from Attio
2. Runs search_companies by domain on each to get industry, employee range, and revenue range
3. Aggregates the results into a lookalike profile: the dominant industry or industries, and the typical employee and revenue range across the seed set
4. Runs search_companies again using that profile as the filter to surface candidate companies
5. Excludes any domain that already exists in Attio, and any domain on your exclusion list
6. Returns the ranked candidate list, and optionally creates the new companies in Attio as target accounts

Output

Seed accounts profiled:      X
Dominant industry:           X
Employee range:              X
Revenue range:                X
Candidates found:            X
Net-new (not in Attio):      X
MoltSets tokens used:        X

Tips

• Requires the Attio MCP (mcp.attio.com) and the MoltSets MCP connected in the same client
• If your closed-won accounts span multiple distinct industries, run the lookalike search per cluster rather than averaging across all of them
• Use domain exclusion against your full Attio company list, not just the seed set, so you don't resurface existing customers or open deals
• Pair this with the buying committee expansion skill once a lookalike account is created, to find the right people inside it
• Creating companies directly in the target object works the same whether it's the standard Companies object or a custom accounts object