CLODO strengths
- Natural-language discovery for highly specific people and domain experts.
- Published index of 1.3B+ profiles with contact enrichment and signals.
- Sales, recruiting, sourcing, expert-network, and market-mapping use cases.
Leadbay vs CLODO
Compare an agentic company-qualification system with planet-scale exact-person discovery.
The short answer
CLODO is the stronger choice when the primary task is finding an exact person across sales, recruiting, sourcing, or expert networks. Leadbay is the broader choice for agentic workflows in Claude, ChatGPT, and Copilot, especially when enterprises need company-level qualification across low-data, low-signal, fragmented markets.
Leadbay's edge
Leadbay works in the AI apps commercial teams already use, then connects that model to the systems and markets that make each business different.
Qualified leads, skills, and interactive workflows inside the AI apps teams already use.
A forward-deployed engineer connects CRM, ERP, data lakes, teams, and regions.
Proprietary inference qualifies low-data, low-signal companies in fragmented markets.
Side by side
| Criterion | Leadbay | CLODO | Bottom line |
|---|---|---|---|
| Best fit | Company discovery and qualification across agentic workflows | Exact-person discovery across sales and talent workflows | Company fit versus people search |
| Agentic workflow | MCP-native qualified leads, skills, and UI inside major AI apps | Natural-language people search and outreach | Leadbay makes AI apps the shared commercial workspace |
| Search model | Company reasoning plus enrichment | Live web and proprietary datasets across 1.3B+ profiles | CLODO is broader across people use cases |
| Qualification | Commercial fit learned from outcomes | Persona match, contact enrichment, and signals | Leadbay centers buying potential |
| Enterprise | Forward-deployed engineer, connected systems, governance, SSO, GDPR | CASA Tier 2, SOC 2, GDPR, CCPA, DSGVO, SLAs | Both address enterprise controls |
| Pricing | Free; $100/user/month; $400/user/month; Custom | Contact sales; pricing not public | CLODO requires a quote |
The honest trade-off
How teams work
01
Leadbay turns qualified companies into reusable context for teams and agents. CLODO starts with a detailed person description and searches across web and proprietary sources.
02
Leadbay asks which companies can buy and improves from commercial outcomes. CLODO asks which people match a detailed persona across prospecting, recruiting, and sourcing.
03
Leadbay connects qualification to enterprise systems and shared models. CLODO emphasizes profile search, enrichment, APIs, compliance standards, and direct engineering support.
Decision guide
Leadbay publishes Free, $100/user/month, $400/user/month, and Custom tiers. CLODO does not publish list pricing and routes buyers to a demo. Ask about seats, search, enrichment, export, API, and support terms before comparing total cost.
Choose CLODO
Choose CLODO when your recurring job is finding a highly specific person across prospecting, recruiting, or expert sourcing.
Choose Leadbay
Choose Leadbay when teams and agents need to find, qualify, and act on companies across low-data, low-signal markets while keeping existing enterprise systems.
FAQ
Leadbay is better than CLODO for agentic company qualification in low-data SMB markets. CLODO is better for finding exact people across sales, recruiting, sourcing, and expert-network workflows.
Leadbay delivers company qualification into AI and enterprise workflows. CLODO searches for specific people from natural-language persona descriptions, then enriches and ranks the matches.
Leadbay publishes a free plan and paid tiers at $100 and $400 per user per month. CLODO does not publish list pricing, so buyers need a quote for a direct comparison.
Leadbay can replace CLODO for company discovery and sales qualification. It is not a direct replacement for CLODO's recruiting, expert-network, and cross-functional exact-person search use cases.
Teams should choose CLODO instead when they need to repeatedly find narrowly defined people, candidates, experts, or decision-makers across a very large profile index.