The best job posting data providers in 2026
As someone who has done a lot of labor studies, and also analyzed job postings for GTM signals,…
The state of marketing automation tools in 2026
Everyone has an opinion about the marketing automation landscape, and who’s winning the market. But most of these…
We analyzed 50k APIs. Here’s which cloud is actually winning
Everyone talks about which cloud is winning. AWS, Azure, Google Cloud – the usual suspects. But aggregate revenue…
How to find paying Hubspot customers (vs free)
How can you tell whether a company pays for HubSpot or is just a free user? Or to…
The data on Jira vs Linear: Who’s winning new customers?
Last Updated: May 4, 2026 For the past few years, every Twitter/Reddit thread about project management tools goes…
How to detect paying Cloudflare customers (vs free)
Can you tell from the outside whether a company pays Cloudflare or uses the free plan? Cloudflare normally…
I scraped 20K HubSpot agency reviews
Most HubSpot agencies target everyone. But surely, not every company is a good fit, right? To find out,…
The Ecosystem Report: Who’s Building on Slack, Hubspot + more
Most GTM teams look at B2B integrations and think: engineering decision. But any company that built a Slack…
How to find companies that are using Slack
You’ve built a Slack integration and plan to sell into companies that run on Slack. Or maybe you…
I analyzed 1400 MCP servers – here’s what I learned
MCP has generated enormous excitement in the past few months. But there’s very little data on how widely…