Are there any open source tools that match Apollo io contact enrichment without the insane per-credit cost?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any open source tools that match Apollo io contact enrichment without the insane per-credit cost?
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
open source self hosted contact enrichment tools email finding company people data enrichment GitHub 2026 Google ↗
Open source alternatives Apollo.io contact enrichment self hosted CRM enrichment tools GitHub Google ↗
- OpenEnrich · github.com
- FORGE · github.com
- Locus · github.com
- OpenLeads · git.mitgai.net
- theHarvester · github.com
- n8n · n8n.io
- Firecrawl · github.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
open source self hosted contact enrichment tools email finding company people data enrichment GitHub 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Open source alternatives Apollo.io contact enrichment self hosted CRM enrichment tools GitHub OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |