Field notes on sales intelligence, marketing automation, signal scoring, and what we're learning while shipping the tool.
Most SDRs think personalization means first name and company. The teams booking 3× more meetings use trigger events, community signals, and buyer-specific pain points instead.
SalesIntent data isn't just for marketing ops. Here's how individual SDRs can use buying signals — from hiring surges to community discussions — to prioritize accounts and time outreach.
SalesEngineers form opinions before talking to sales. Traditional SDR playbooks fail with technical buyers. Here's what actually gets responses from ML engineers, platform leads, and CTOs.
MarketingThe SDR tech stack has shifted from automating volume to automating research. Here's how to think about the layers — enrichment, signals, sequencing, and AI — and which to invest in first.
ProductPure PLG hits a ceiling. Product-led sales layers outbound onto self-serve usage data. Here's the playbook for technical products — when to add sales, which signals to act on, and what not to break.
SalesReddit discussions predict buying intent better than most website analytics — for technical products. Here's how to monitor developer communities for pain points, competitor complaints, and outreach language.
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