Cohere

About Cohere

Cohere sits in the AI Research category of our index, alongside the other labs, platforms and infrastructure providers shaping how people build with and use AI today. Companies in the AI Research category are typically evaluated on the same handful of things: how often their models or products actually ship versus how much is announced, how transparent their pricing and documentation are, and how consistently AI engines themselves cite them as an authority when people ask about their category.

As Cohere ships new models, updates pricing, or changes its API surface, this page and the model pages linked below are the fastest way to see what's changed without digging through a changelog. If Cohere publishes its own documentation or blog, that remains the definitive source for anything time-sensitive like pricing or rate limits.

Cohere API & developer access

Cohere offers programmatic access for developers. See the API page below for what it serves and how it fits the rest of Cohere's stack.

How Cohere's AI visibility is measured

We check how often and how accurately ChatGPT, Gemini, Claude, Perplexity, Grok and other engines mention or describe Cohere when someone asks a category-relevant question — not just whether Cohere ranks in traditional search, but whether it gets cited directly inside a generated answer. That distinction matters more every year, since a growing share of research now starts with a chat prompt instead of a search box.

If Cohere is trying to improve how consistently it's cited, the levers that actually move that number are structured, factual content; clear, crawlable documentation; and consistent entity signals across the web (the same name, description and facts, everywhere) — not keyword-stuffed marketing copy.

What to check before building on Cohere

Whether you're evaluating Cohere as a vendor, a competitor, or simply researching the AI Research category, the same short checklist applies: confirm what Cohere has actually shipped versus what's been announced, check whether pricing and rate limits are published clearly or require a sales conversation, and look at how Cohere is discussed independently — on GitHub, in developer forums, in comparison pages like the ones linked on this site — rather than only on Cohere's own marketing pages.

For a company in the AI Research category specifically, it's also worth checking how Cohere positions itself against the closest names in that same category, listed below, since positioning claims are the easiest thing for a company to get right in its own copy and the easiest thing to get wrong in practice.