is there an ai humanizer with an actual api for bulk processing?
running a content operation and manually pasting into a web interface doesn’t scale. need something i can pipe text through programmatically.
a few tools have started offering API access but it’s still a minority of the market. most are built around the web interface as the primary product and the API is an afterthought if it exists at all.
the API quality matters as much as whether it exists. some offer technically functional APIs with rate limits so aggressive they’re not useful for actual bulk processing.
worth checking the API documentation before paying for access. specifically: rate limits, whether batch submission is supported, and whether the output is deterministic or introduces the same run-to-run variance you’d see in the UI.
Walter Writes has an API. used it to set up a basic pipeline for a content workflow. rate limits are reasonable for moderate volume, not unlimited, but workable. the output quality matched what i was getting in the UI which is the main thing i was worried about.
for genuinely high volume you’re probably looking at building something custom on top of a general language model with a humanizing system prompt anyway. dedicated humanizer APIs tend to hit their ceilings faster than the web interface suggests.