"They just raised" is not one signal, it's five different ones depending on the round. Here's how the buying window, the buyer, and the pitch change from seed through growth.
Agentic prospecting means an AI agent searches the open web for accounts matching a plain-language description, instead of filtering a pre-built database. Here's how it actually works and where it beats a list.
Buying an intent data feed is the easy part. Here's how to actually turn intent signals into outbound that gets replies instead of another dashboard nobody checks.
Trigger-based prospecting means reaching out because of a specific event, not a title match. Here's which triggers actually work, how fast to act on each, and what to say.
Every purchased database is a snapshot of the market from whenever it was last refreshed. Here's how to find the accounts that snapshot missed.
Signal-based outbound means prospecting accounts and contacts because of something specific that just happened, not a static list. Here's what actually makes it work versus fail.
An honest comparison of the RB2B alternatives worth evaluating in 2026, what each one actually does differently, what it costs, and who should switch.
Koala's GTM platform shut down on September 30, 2025 after Cursor acquired its team. Here's what happened and an honest comparison of where displaced customers are migrating.
An honest comparison of the strongest Unify GTM alternatives in 2026, covering pricing, what each platform actually does well, and who should switch versus stay.
A practical, honest comparison of the AI SDR and signal-based outbound platforms worth evaluating in 2026, what each one actually does, what it costs, and who it fits.
A practical guide to turning new job postings and headcount changes into outbound timing, with a role-by-role breakdown of what each hire actually signals.
Only 5% of your B2B TAM is in-market at any given moment. Here is how layering business context onto your account list helps you reach the right accounts.
First-party vs third-party intent data differ in source, accuracy and reach. Here's how they compare — and why the strongest B2B teams use both, weighted by fit and timing.
GTM engineering builds the signal pipelines, enrichment workflows and automation that connect intent to pipeline. Learn what it is and how to build it.
Pageviews only tell part of the story. Discover how B2B teams track what website visitors actually read, click, and copy to surface real buying intent.
How custom AI signals give GTM teams true account intelligence by detecting buying motion before it shows up in traditional intent data.
Everyone tracks funding rounds and job posts. This is the first in our series spotlighting the less obvious signals that are stronger predictors of real buying intent.
Most B2B teams don't realize how expensive cold outbound actually is once you account for everything. Here's the math, and what a warmer pipeline looks like.
Learn how Avina's custom signals cut time-to-outreach by routing verified buying intent directly to reps and automations the moment a trigger fires.
Most content about buying signals is conceptual. This post gives you a fill-in-the-blank playbook template you can use today to turn signals into pipeline.
Early-stage B2B SaaS founders can build a revenue operations foundation without a dedicated hire. Here's how to align your GTM teams from day one.
AI-powered GTM engines are transforming B2B sales by unifying data, finding signals, and automating the top of the funnel. This is the first post in our Future of Revenue series.
Spotting intent data is only half the battle. Learn how to prioritize, score, and act on buying signals in real-time to turn raw intent into booked meetings.
In a competitive landscape, converting buying signals into pipeline is foundational. Learn what buying signals are, why they matter now more than ever, and the six types worth tracking.
Learn how to create a unified data foundation for your GTM engine. We break down the essential data sources, unification pipeline, and enrichment strategies that power a signals-based revenue automation system.
Get started in just 30 min and unlock your hidden pipeline with Avina.
