Insights

Stop reading marketing fluff. Start reading the radar. Explore our tactical teardowns, industry insights, and proven playbooks for capturing high-intent buyers the exact second they ask for your solution.

Featured Article Lead Generation

LLM Embedding Lead Scoring Beyond MQL SQL Rules

Learn how LLM embedding-based propensity scoring replaces rule-based MQL/SQL lead qualification with continuous probability models that predict purchase intent from social conversations.

Oct 12, 2026 · 14 minutes read
Read full article
Topics

Explore Topics

Latest

Recent Posts

Fresh thinking from the Intercept team, weekly.

Competitor Insights
15 minutes read 8 views

Track Competitor Creative Velocity to Predict Ad Shifts

Track how fast competitors launch new ad creatives to predict their campaign shifts, budget moves, and market entries weeks before public announcements.

Competitor Intelligence & Conquesting Team

Conversion Tactics
14 minutes read 16 views

AI Product Bundles, How to Lift AOV in Social Commerce

AI-personalized product bundles now outperform static category pages in social commerce. Learn how to build dynamic bundling logic that lifts AOV.

Social Commerce & Conversion Team

Agency Growth
13 minutes read 20 views

Agency Survival Roadmap Before the Media Buying Singularity

A year-by-year roadmap for agency leaders to restructure their value proposition before autonomous AI handles 90%+ of media buying by the early 2030s.

Gilad Bechar

Conversion Tactics
16 minutes read 24 views

AI Video Ad Uncanny Valley, Diagnose and Fix Low CVR

AI video ads that pass QA can still tank conversions. Learn to diagnose uncanny valley artifacts in performance data and apply the technical fixes that restore results.

Performance Social & Paid Interception Team

Lead Generation
14 minutes read 27 views

Muse Spark Competitor Psychographics, Influence Graph Guide

Muse Spark's recommendation signals reveal competitor audience psychographics. Learn to build influence-graph competitive profiles that outperform Ad Library data.

Intent-Based Marketing Team

Social Selling
15 minutes read 31 views

Predict Negative Sentiment Surges 48 Hours Early With ML

ML models can forecast negative sentiment surges 48-72 hours early, letting brands pre-position counter-narratives before competitors react.

Social Listening & Trend Prediction Team

Competitor Insights
14 minutes read 39 views

Win AI Shopping Assistant Comparisons for Your Brand

AI shopping assistants now pick winners in brand comparisons. Learn how to monitor, influence, and win these real-time AI-mediated product recommendations.

Competitor Intelligence & Conquesting Team

Competitor Insights
15 minutes read 41 views

Multi-Agent Coordination Layers for Smarter Bidding

Multi-agent coordination layers let your conquesting and defensive AI agents share intelligence in real time, boosting ROAS and retention simultaneously.

Lior Eldan

Social Selling
13 minutes read 45 views

Human-Directed AI Campaigns: Why Hybrid Creative Wins

Spike Jonze's Zendaya spot proves human-directed, AI-augmented creative outperforms both fully automated and traditional campaigns on awards and ROI.

Creator Economy & UGC Team

Showing 9 of 127 articles