How does TokenEnrich detect Google Workspace?

TokenEnrich uses C-accelerated pattern scanning across live HTML, JavaScript endpoints, HTTP headers, and DNS root records to detect Google Workspace deterministically in ~140ms.

How fast is Google Workspace lookup?

Fresh wire lookups take ~140ms. Cached lookups resolve in 0.0s (< 1ms) via Redis.

Can I query Google Workspace detection in bulk?

Yes. Our batch API (/v1/enrich/batch) allows up to 50 domains to be scanned concurrently in under 1 second.

Technology Signature · Google Workspace · Live Wire Detection

Resolve Business Email Providers via DNS MX Records.

Q: Can I query Google Workspace detection in bulk?

Yes. Our batch API (/v1/enrich/batch) allows up to 50 domains to be scanned concurrently in under 1 second.

Identify Google Workspace, Microsoft 365, and SPF transactional delivery tools in 15ms.

Email deliverability depends on knowing the target's email host. TokenEnrich queries DNS root servers directly to determine whether a company uses Google Workspace, Microsoft 365, or Proofpoint.

Detect Google Workspace Live → Explore Detection Specs

Popular Tech Signatures: Stripe Ashby ATS PostHog Next.js Supabase Google Workspace SOC 2

Live Google Workspace Detection Uncompressed HTML Scraping vs. TokenEnrich Structured Signals

Sub-200ms Network Resolution

raw_dom_scrape.html

25,400 Tokens Burned

25,400 tokens $0.0762 / query 6.4s latency

company_signal.json

~240 Tokens Clean

262 tokens $0.00078 / query 0.14s latency

// Resolving signals...

Sales & Agent Use Cases

How AI SDRs use Google Workspace intelligence

Filter high-probability accounts and tailor cold outreach based on live technology adoption signals.

ICP Scoring

High-Precision Account Scoring

Prioritize high-fit accounts based on proven technology adoption, developer tooling spend, and active recruitment velocity.

Growth Filter

Growth Stage Identification

Filter out stagnant legacy organizations by verifying active hiring, modern frameworks, and sub-second TLS infrastructure signals.

Context Injection

Context-Aware SDR Email Copy

Feed verified Google Workspace signals directly into LLM prompt loops to generate hyper-relevant outbound personalization.

140ms Socket

Direct Wire Extraction

Extracts signatures without heavy browser emulators (Puppeteer/Playwright), delivering 140ms turnaround.

AI Native

Structured Pydantic Output

Type-safe JSON payloads drop cleanly into LangChain tools, CrewAI agents, and Cursor IDE chats.

Self-Serve

$29/mo Predictable Plans

Fixed monthly quota with 0 hidden surcharges. Enjoy 1,000 to 25,000 monthly lookups with 1-click Stripe billing.

Technology & FAQ

Google Workspace Detection FAQ

Learn how TokenEnrich verifies Google Workspace live on the network wire without relying on outdated broker databases.

Explore Technical API Documentation → Model Context Protocol (MCP) Setup → Get Free API Key →

Accuracy

How accurate is TokenEnrich Google Workspace detection?

100% deterministic. We inspect production scripts, canonical CDN endpoints, and DNS records on the wire. No outdated database scraping or fuzzy AI guesses.

Token Overhead

How many tokens does a tech stack query consume?

TokenEnrich returns curated tech stacks in ~240 tokens total, compared to 15,000+ tokens for raw HTML scrapers and BuiltWith dumps.

MCP Integration

Can I integrate Google Workspace detection into Claude or Cursor?

Yes. Simply install npx -y tokenenrich-mcp to give Claude Desktop, Cursor IDE, and custom agent loops instant access to tech stack tools.

Start detecting Google Workspace and 500+ technologies.

50 free lookups included. Query live company technologies in ~140ms with zero context window bloat.

Get Free API Key → Read API Docs