Challenge
Automate at conversational scale without producing the generic, repetitive responses that make automation obvious and trust disappear.
ReplyMagic understands the page, the post, and the creator's established voice before it drafts a reply - turning audience conversations into a repeatable growth loop without sounding automated.
Automate at conversational scale without producing the generic, repetitive responses that make automation obvious and trust disappear.
Founder and product lead across concept, voice behavior, experience, system design, and product direction.
Instagram API · Cloudflare Workers · Web + iOS + Android Billing
Connects to the Business account and watches every incoming comment through the official webhook.
Seven personas, a formality dial, signature phrases, a don't-say list, and example replies the AI must match.
Vision analysis reads the images and video, so a reply references what's actually in the frame.
Walks each comment back to its conversation root and answers the exchange, not the sentence.
Spam and rate gates plus rules for 182 industries run before any AI does - regulated businesses never get quoted prices or medical advice.
A human approval queue or full auto-send, with quotas that pause automation before it overruns.
