Amy L.

Hey all, I’m working on an account signals workflow that pulls in relevant news for specific accounts and then run custom analysis / AI prompts on these. The problem is that Clay Signals will pull in multiple (~3-8) articles from different sources all covering the same single event. I want to be able to essentially dedupe these articles so for articles covering the same topic, I want to surface just one of those articles to run the analysis on (to also avoid wasting credits). I'm trying to solve this by creating a Deterministic Topic ID using Claygent, and I'd love to hear community best practices on this or how others have solved it. Currently, I have a Claygent/AI Prompt that strictly categorizes these articles into 1 of 10 topics and attached the company name. For example:

Then I tie this “Topic ID” to the date it was published and dedupe this way. I’m curious what the community is doing to combat this problem. Is this forced classification into a limited list generally considered the most efficient/reliable way to dedupe articles within Clay's ecosystem? Has anyone found a better method? (e.g., comparing the original news snippets with a different AI function, or relying on a specific news source integration's built-in dedupe feature?) Any feedback or examples would be massively helpful. Thanks!

Hey everyone! I’m trying to use the “Find your ICP based on domain” feature, but I’m running into an error when I run the search. A few months ago, we revamped our website with updated messaging, more resources, and clearer positioning, so I’m surprised it says there’s not enough context. Does anyone know what types of content or structure Clay looks for to make this feature work well? Would love any tips on how to improve our site to get better results. Thanks!

Hey everyone! I’m still getting ramped up with Clay and had a quick question for the group. I’m looking to build a list of companies that use a specific tech stack, but I don’t yet have a seed list of companies to start with. I know Clay has the “Find Tech Stack” enrichment, but it seems like I need an existing list to run that on. Since the “Find Company” search is a bit limited in terms of filtering by tech (compared to something like ZoomInfo), I was wondering how others approach this. Would the best move be to first build a broader company list using other filters, enrich it with tech stack data, and then narrow down from there? Appreciate any tips or workflows you’ve found helpful!