Sales & Marketing Insights

Strategies, insights, and practical guidance to help your B2B sales team close more deals in the AI era.

Articles — Page 11

AI CRM Procurement Is Slowing Down in 2026: The 10 Questions Your Champion Must Answer (ROI, Security, and Ops)

AI CRM procurement is slowing in 2026 as CRMs become risk-bearing AI workflow engines. Use this checklist of 10 questions to align ROI, security, legal, IT, and RevOps.

Feb 2014 min read

From Copilot to Sales Agent: The 6 Capabilities That Separate Real Agentic CRMs From Feature Demos (2026)

In 2026, buyers want agents that execute work end to end, not copilots that draft text. Here are 6 capabilities that define a real agentic CRM, safely and measurably.

Feb 1915 min read

Lead Enrichment in 2026: The 3-Tier Enrichment Stack (Pre-Sequence, Pre-Assign, Pre-Call)

Lead enrichment in 2026 is a risk control system. Use a 3-tier lead enrichment workflow with timing, governance, and writeback rules to protect deliverability, routing, and call quality.

Feb 1916 min read

Best AI Email Writer Tools for Cold Outreach (2026): What Actually Improves Reply Rate

Cold outreach in 2026 needs more than polished copy. The best AI email writers improve reply rate with grounded personalization, clear asks, testing, and deliverability-safe formatting.

Feb 1914 min read

Stop Rules for Cold Email in 2026: Auto-Pause Sequences When Bounce or Complaint Rates Spike

Cold email stop rules auto-pause outbound when bounces, complaints, or unsubscribes spike. Protect sender reputation, investigate root causes, and restart campaigns safely.

Feb 1917 min read

Outbound Follow-Up Sequences That Don’t Get You Flagged: 12 Deliverability-Safe Templates for 2026

Outbound follow ups in 2026 require fewer, smarter touches. Use these 12 deliverability-safe templates with clear asks, proper spacing, and opt out lines.

Feb 1821 min read

The 2026 Cold Email Metrics Benchmarks (Deliverability-First): What to Track Weekly and What ‘Good’ Looks Like

Cold email success in 2026 is deliverability-first. Track spam complaints, bounces, unsubscribes, and inbox placement weekly, plus replies and positive replies.

Feb 1817 min read

CIOs Are Funding Agentic AI: The 2026 CRM Buying Checklist (Governance, ROI, and Guardrails)

A procurement-ready checklist for agentic AI CRM governance plus an ROI model, RevOps agent runbook, 30-60-90 rollout plan, and ways to prevent compliance drift.

Feb 1816 min read

Clay Bulk Enrichment Meets CRM Hygiene: How to Keep Your CRM Fresh Without Destroying Routing Logic

Clay Bulk Enrichment can refresh CRM records fast, but writebacks can silently break routing and lifecycle logic. Learn field governance, matching, QA sampling, and rollback plans.

Feb 1814 min read

Assistant vs. Agent vs. Automation: A Clear Definition Guide (Plus a Buyer Checklist to Spot Agentwashing)

Sales teams often buy "AI agents" that are really assistants or automations. This guide defines each clearly and includes a buyer checklist to spot agentwashing.

Feb 1621 min read

Usage-Based vs Seat-Based Pricing for AI Sales Tools in 2026: How Credits Change CRM Buying

AI sales tools now have real marginal cost, so CRM pricing is shifting from seats to credits and hybrids. Learn what to buy in 2026 and how to add caps and guardrails.

Feb 1615 min read

Ask Attio and the Rise of Conversational CRM: When “Ask a Question” Beats Clicking Dashboards

Attio’s Ask Attio (Feb 4, 2026) shows CRM UX shifting from dashboards to ask and act. Learn the top sales questions, data needs, guardrails, and a rollout scorecard.

Feb 1614 min read