Explorium's Data Insights Blog
Where data, marketing, and sales professionals come together
How to Rebuild Your SDR Motion as AI Kills Cold Calling
AI now screens about 5% of answered cold calls, rising fast. Rebuild your SDR motion around signal-based outbound and cut cost per meeting 38%.
What GTM Engineering Actually Means in 2026
GTM Engineering job postings grew 205% YoY. Here’s the before/after rubric using a 1,000-staff OpenAI build to separate real signal from buzzword hype.
How to Build a Lean AI SDR with Claude Code in 2026
Build a lean AI SDR with Claude Code using one MCP connection: 150M+ company profiles, free account, no SDR hire, no paid platform seat required.
How to Pick the Right Email MCP Server for GTM in 2026
Evaluate an ESP’s MCP server before you switch: check OAuth scope and read-write tools, then pair it with 150M+ enriched profiles via Vibe Prospecting.
How to Vet Your CRM’s Bundled Outbound AI Agent
Vet a CRM-bundled outbound AI agent in 4 steps: data accuracy, lock-in cost, supervision, portability. Reply rates fell to 0.45% in Sept 2026.
AI-Native CRM vs Bolt-On AI CRM: What Changes in 2026
AI-native CRM vs bolt-on AI CRM compared: Agentforce needs a $108K/year Data Cloud floor, and 97.8%+ match accuracy shows why the data layer matters more.
How to Stop Gmail’s AI From Burying Cold Email in 2026
Gmail’s AI now ranks cold email by relevance, not spam rules, as reply rates fall to 3.43%. Fix targeting with 18 buying-signal categories in one MCP.
How to Harden an AI Agent Against Prompt Injection (2026)
A 2026 checklist to harden a customer-facing AI agent against prompt injection: scope, rate limits (12 msgs/10min), and code-level enforcement.
How to Fix AI Outreach That Buyers Flag as AI Slop
73% of buyers can spot fully AI-generated outreach. Learn the signal-grounded fix GTM teams use to stop sounding like AI slop and lift reply rates 5x.
How to Win Deals When Buying Signals Are Commoditized
Win rates flatten when every vendor buys the same intent feed. Learn to re-weight signals by scarcity, stack 3+ signals, and reach 8-13 committee buyers.
How to Build Human-in-the-Loop AI Outbound (Tiered Model)
How to build human-in-the-loop AI outbound: route sends by a tiered autonomy model (auto-send, approval queue) tuned with 97.8%+ match accuracy.
How to Fix AI Pilot Failures With Better GTM Data
85-95% of AI pilot failures trace to data-readiness gaps. Learn the 4-step pre-pilot audit RevOps teams use before greenlighting the next AI SDR tool.
How to Send GDPR-Compliant Cold Email in the EU 2026
Send GDPR-compliant cold email in Europe and avoid a German cease-and-desist letter. Explorium verifies 800M+ contacts for defensible outreach.
What’s New at Explorium: October 2026
September product updates: an agent skill that migrates AgentSource v1 integrations to v2, faster and more accurate prospect matching, DROP compliance, and a major prospect data refresh.
10 Claude Connectors Changing How GTM Teams Work – September 2026
The 10 best Claude connectors for GTM teams in September 2026, from Vibe Prospecting and HubSpot to Salesforce, Windsor.ai, Apollo, ZoomInfo and Semrush.
How to Measure AI Sales Agent Success Beyond Activity
Learn how to measure AI sales agent success with outcome metrics, not activity counts. Validate contacts at 97.8%+ match accuracy before your next review.
How to Build a Pipeline Hygiene Checklist for Stalled Deals
Build a pipeline hygiene checklist that flags stalled deals early: cross-check CRM stage data against 18 buying-signal categories via the Explorium API.
Should You Let AI Agents Auto-Update Your CRM?
A 2026 governance checklist for letting AI agents auto-update your CRM: safe fields, confidence thresholds, audit trails, and 97.8%+ verified data.