Karmaflow is built for teams that want to participate in Reddit without turning engagement into spam automation.
The workflow is simple: define your product, choose the conversations you care about, scan public Reddit pages, inspect the context, generate candidate replies, and copy a draft only when it is genuinely useful.
Read Public Context
Karmaflow reads old.reddit HTML pages through a browser parser. It stores the post, selected comments, thread snapshot, and telemetry so your team can review the context before writing.
Draft, Do Not Auto-Post
Reply generation uses your brand brief, writing style, thread context, and link strategy. The output is a set of draft options with rationale and risk notes. Karmaflow never publishes them for you.
Review Before You Use
Before using a draft, review the rationale, risk notes, tone, and link strategy. Karmaflow keeps the decision manual and does not claim to attribute downstream revenue in v1.
Know The Limits
Reddit is community-led. Accounts can still be restricted, moderators can remove comments, and reads can fail when platform pages or proxies change. Karmaflow is a copilot for careful review, not a guarantee.
