Agentforce Flex Credits vs Conversations: Cost Controls for SDRs
Compare Agentforce billing units, test real workflow consumption, and separate list-rate arithmetic from a usable SDR budget.
Topic
AI Tools
A collection of 31 issues
Do Lavender AI Emails Improve Replies? How to Judge the Evidence
What Lavender's benchmark proves, what it leaves open, and how to evaluate reply quality without confusing a higher email score with revenue.
Why Artisan Ava Sends Thousands of Emails, Books No Meetings
Ava's volume is rarely the problem. Diagnose deliverability, data, copy, and offer in order before you blame the AI.
Why 11x Alice Emails Land in Spam and the 8-Cause Diagnosis Order
Eight reasons Alice emails land in spam, ranked by frequency: auth, domain age, list quality, complaints, ramp speed, blocklist, engagement, content.
Why 11x Alice Leads and Activity Are Not Syncing to Salesforce or HubSpot
Five silent CRM sync failures: API access, object permissions, field-level security, unwritable types, and expired tokens. Fix each one.
Why 11x Meetings Aren't Booking: Calendar, Routing, Qualification, and Buffer Fixes
Four reasons 11x meetings fail to book: disconnected calendar, routing not resolving, qualification too strict, and missing buffer.
Why AI SDR Outreach Reads Generic and How to Fix the Knowledge Base Gap in 11x Alice
The Alice FAQ asks the question directly. The answer is a thin knowledge base, not a model problem. How to populate the four inputs for specific claims.
Why 11x Alice Stops Sending Emails, and How to Debug It in 6 Steps
Six documented reasons Alice stops sending, in triage order - from domain authentication to exit conditions, with the fix for each one.
What Gong's Mission Andromeda Means for AI Coaching Buyers
Gong's February launch keeps rolling out through July 2026 - what Gong Enable, Gong Assistant, and MCP support actually change for RevOps teams evaluating an AI coaching platform.
What Salesloft's Clari Copilot AI Metrics Actually Track
Salesloft's new AI metrics count activity, not outcomes - here's what they track and what's missing.