Blog
Notes from the field
Playbooks, product updates, and lessons from building autonomous growth agents.
Salesloft alternatives: 7 options, by what you need
The main Salesloft alternatives grouped by why you are leaving: quote-only pricing, the Clari merger, or platform weight. Published prices where they exist.
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What is an AI SDR? A plain guide to the category
An AI SDR finds prospects, researches them, writes and sends outreach, and handles replies. How it works, what it costs, and when the buy makes sense.
Why leads go stale, and what it actually costs
Dead leads are rarely lost on purpose. They go quiet, nobody notices, and the pipeline shrinks. Here's why it happens and how to fix it.
Artisan alternatives: 7 options, grouped by what you actually want
Artisan's Ava runs email, social and phone off one enriched profile. Here are the alternatives worth looking at, grouped by intent, with prices, plus when to stay.
Apollo alternatives: 7 options, and what each one is for
Apollo is the cheapest way to get a contact database and a sequencer on one bill. Here are the alternatives worth considering, grouped by what you actually want, and the job none of them cover.
Best AI SDR tools in 2026, ranked by the job they do
Ten AI SDR tools compared by job and by published price: autonomous outbound, list building, live sourcing, CRM-native prospecting, and working the pipeline you already have.
Clay alternatives: 7 options, and what each is actually for
Clay is the best list-building tool on the market. Here are the alternatives worth considering, what each does better, and the job none of them cover.
What is a deal monitor agent?
A deal monitor agent is an AI agent assigned to a single lead that watches for silence, stalled stages, missed commitments and account triggers, then brings the lead back to the rep with a reason and a drafted next step.
Needle vs Viktor: specialist or generalist agent?
Viktor is a capable generalist AI employee. Needle is a revenue specialist. Where each one fits, and when to choose which.
Needle vs Claude Tag: one model or the best model?
Claude Tag puts a proactive Claude teammate in Slack, but it runs only Claude and isn't built for revenue. Where each one fits, side by side.
Needle vs Slackbot: which AI agent for your team?
Slackbot is a capable AI teammate now, but it's tied to Slack, Salesforce, and one model. Where each one fits, side by side.
Introducing proactive Needle agents for revenue teams
We're going all-in on proactive agents that do the work, not just surface it.