| name | find-lookalikes |
| description | Find companies similar to a seed domain via PredictLeads' similar_companies endpoint and persist them as a result set ready for enrichment or qualification. Use when the user says 'find lookalikes for [domain]', 'companies similar to [name]', 'show me lookalike accounts', 'expand from this company', or 'discover similar prospects'. Side-effecting — calls PredictLeads API and writes to local cache. |
| version | 1.0.0 |
Find Lookalikes
I'll wrap signals:similar. Ask for a seed domain, shell out to PredictLeads, dedupe + cache, and surface the lookalike list as a result set.
When This Skill Applies
- "find lookalikes for [domain]"
- "companies similar to [name]"
- "show me lookalike accounts"
- "expand from this company"
- "discover similar prospects"
NOT this skill (use prospect-discovery-pipeline instead):
- "find prospects like our best client" — that's the full 5-phase orchestrator (lookalikes → ICP filter → CMO finder → signals → variants).
NOT this skill (use enrich-with-signals instead):
- "enrich these companies with PredictLeads signals" — that pulls jobs/news/funding/tech for an EXISTING list.
Workflow
Step 0 — Ask for seed domain
"What's the seed domain or company URL?"
Step 1 — Validate (basic domain format)
Step 2 — Shell out
cd ~/Desktop/gtm-os && set -a && source .env.local && set +a && \
npx tsx src/cli/index.ts signals:similar --domain <domain>
Single-command side-effecting → shell out per the benchmark.
Step 3 — Parse output
The CLI emits the lookalike list + result set id + cache hit/miss flags.
Step 4 — Render
See references/example-output.md.
Step 5 — Offer follow-ups
"Want me to (a) enrich these with signals via enrich-with-signals, (b) qualify them via qualify-leads?"
Notes
- Requires
PREDICTLEADS_API_KEY in ~/.gtm-os/.env.
- Cached 7 days per seed domain.
- ~1 PredictLeads credit per call.
