How Cayenne Works

Reddit is where food & beverage professionals ask real questions, share pain points, and compare solutions — but the conversations happen fast and across dozens of communities. By the time a marketing team manually spots a relevant thread, the window for helpful engagement has often closed.

Cayenne watches these communities continuously, identifies the conversations that matter, and drafts genuinely helpful responses that position Inecta's ERP as a solution — never spammy, never mentioning the brand directly, always adding value first.

2AI Investigation (Claude)

The top candidate is handed to Claude, which investigates using 9 specialized tools — up to 8 tool calls with a 45-second time budget. Claude reads comments, checks user history, looks for competitors, and decides whether to submit an opportunity or skip it. The combined score weights Layer 1 at 30% and Layer 2 at 70%.

Cayenne tracks the full lifecycle from organic signals to ad performance. When an organic opportunity leads to an ad recommendation, the system monitors campaign ROI and correlates it back to the original signal — learning which types of Reddit conversations produce the best paid advertising results.

All times UTC.

Cayenne never posts a Reddit comment or launches an ad campaign on its own. Every response draft and ad recommendation goes into a decision queue where a human reviews and explicitly approves or rejects it. Proposals expire after 48 hours if not acted upon.

Cayenne is one of five AI agents in the SALT Crew network. The agents share intelligence through a signal bus — when Saffron detects a trending search term in Google Ads, Cayenne prioritizes Reddit scanning around that topic. Cayenne's own competitor mentions and pain point clusters feed back to Sumac and Saffron.