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MEDDPICC Deal Scoring: How AI Measures Qualification Quality Before Your Forecast Does
Filled CRM fields are not evidence of a qualified deal. This guide explains how evidence-based MEDDPICC scoring works and why AI produces more accurate pipeline than manual field completion.

Lolita Trachtengerts
Mar 204 min read


Your CRM Is a History Book, Not a Revenue Engine
Your CRM is an excellent historical record. It was never designed to tell you what to do next on an active deal. Here's what separates a system of record from a revenue engine — and how Spotlight.ai bridges the gap.

Lolita Trachtengerts
Mar 203 min read


The Five Lies Hiding in Every Pipeline Review
Pipeline reviews look rigorous. Slides are full. Confidence is high. Then the quarter closes and revenue misses anyway. This post breaks down the five most common lies hiding in pipeline reviews and shows how to replace hope with evidence, so forecasts stop being guesswork.

Lolita Trachtengerts
Jan 136 min read


The Definitive Guide to Sales Intelligence Platforms & Tools for 2025
Discover how the next generation of sales intelligence platforms is transforming deal execution in 2025. From AI-driven qualification and forecasting to privacy-first data handling, this guide helps revenue leaders evaluate, compare, and implement solutions that actually move the needle. Featuring Spotlight.ai’s end-to-end execution intelligence approach.

Lolita Trachtengerts
Nov 4, 20255 min read
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