Mark Hahnenberg (Clay)

Yep, that's basically the gist of it!

Clay Schubiner Claygent does use the function calling API, but this feature is not specifically built on top of the function calling API. It uses some other features of OpenAI's API to guarantee the model's outputs conform to the format you've specified. We have plans to add support for other useful formats as well (e.g. phone numbers, email addresses, URLs, etc).

Multi-company lookalikes is something we're working on!

Niklas Nowak These are AI-generated lookalike suggestions (vs something more hand-curated) based on each company's LinkedIn presence, so it's quite possible that accuracy for some companies would be lower than others. We'd be interested in feedback if you notice consistent poor performance for certain types of companies or industries, which we can use to continue to improve our models. Do you have some examples at hand that you wouldn't mind sharing?

@Daniel We take a variety of factors from the company you provide (description, industry, size, etc) and feed them to a custom large language model (similar to OpenAI) to compare to all the other companies on LinkedIn. We then rank the results reported by the LLM and return what we deem to be the top 30 in terms of quality.