Clearbit wants $12,000/year and a sales demo.
Clearbit was engineered in 2015 for human sales reps looking at CRM dashboards. Its bulky API responses dump 1,800+ tokens of navigational bloat into your LLM prompt, quickly exhausting context windows and multiplying your OpenAI/Anthropic API bills. TokenEnrich was built from scratch for sovereign AI agents: deterministic, sub-200ms firmographics in a razor-sharp 240-token JSON schema.
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Side-by-Side Architectural Capability
A direct technical comparison across latency, pricing model, token footprint, and agent protocols.
| Capability & Benchmark | Clearbit (HubSpot Breeze) |
⚡ TokenEnrich
AI STANDARD
|
|---|---|---|
| Monthly Starting Price | $6,000 – $12,000 / year (Locked Annual Contract) | $29 / month (1,000 lookups) |
| LLM Prompt Token Footprint | 1,800+ tokens (Verbose legacy HTML payload) | ~240 tokens (Zero context waste) |
| Resolution Speed | 450ms – 1.2s average | ~140ms (Sub-second socket query) |
| Model Context Protocol (MCP) | None / Requires custom proxy code | Native stdio (npx tokenenrich-mcp) |
| 50-Domain Parallel Batch API | Enterprise Tier Addon Only | Included on Growth ($79/mo) |
| Purchasing Experience | Mandatory 30-min SDR sales qualification call | Instant 1-Click Stripe Checkout |
The hidden costs of legacy enrichment.
Why autonomous agent architectures are abandoning legacy scraping and monolithic enterprise vendors.
99% LLM Cost Arbitrage
Every extra 1,000 tokens of HTML boilerplate injected into an agent's prompt increases latency by 200ms and multiplies your monthly model bill. TokenEnrich delivers verified signal in ~180 tokens, eliminating $0.08+ waste per lead.
Calculate Token ROI →Direct Wire Resolution
Headless scrapers take 6?12 seconds and break whenever websites redesign their CSS. TokenEnrich queries DNS MX, SPF, DMARC, and TLS handshakes at the socket level for permanent schema reliability.
Explore Socket Specs →Self-Serve Freedom
Legacy enterprise vendors demand $12,000 annual contracts and mandatory 30-minute sales demo calls. TokenEnrich provides instant self-serve API access on Stripe from $29/mo with zero contract lock-ins.
View Transparent Tiers →