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CAN I VIBECODE

Bazzly?

KINDAYou can build the valuable core, but the established product has meaningful operational complexity. Pick one narrow promise for v1.

BUILD FIRST

  1. One specific customer type and one primary use case
  2. A vertical slice that completes the main job without manual workarounds
  3. Visible limits, review steps, and a fallback when an external dependency fails

LEAVE FOR LATER

  1. Broad third-party integrations
  2. High-scale collaboration, syncing, and permissions
  3. Automation that can cause harm without human review

RESEARCH NOTES

What this tool actually does.

Checked 2026-09-06

Bazzly (bazzly.ai) is a Reddit marketing automation tool marketed as "Get Customers From Reddit on Autopilot." It continuously scans Reddit for posts where users are seeking products, drafts context-aware comments or DMs with AI, and posts them either through Bazzly's high-karma Reddit accounts (paid per-action credits) or through the user's own account via a Chrome extension. Features include an Opportunities page for finding relevant threads, Reply Autopilot with configurable posting pace, relevance thresholds, auto top-up, and "smart upvotes" to push replies toward the top of threads (0.2 credits per upvote; high-karma comment 10 credits; AI draft 0.1 credit). It also offers lead discovery and automated DM campaigns from the browser, and uses Reddit threads to rank on Google/AI citations. The vendor sells an MCP server and API for AI-agent Reddit marketing workflows. Safety claims inc

SOURCES

RESEARCHED BUILD PROMPT

Give this to your coding agent.

Build "Emberboard," a functional replacement for Bazzly, the Reddit lead-generation automation tool. Core workflow: a user creates a project and describes their product; the app periodically polls Reddit for relevant threads (using the public .json endpoints or a stubbed feed), scores relevance with an LLM, and drafts a Reddit-culture-aware comment and optional DM per thread. The user approves, edits, or schedules replies; posting happens either through their own Reddit account (via a Chrome extension or dry-run mode) or through a mock pool of high-karma accounts; approved comments get a simulated "upvote boost" in sandbox mode; DM outreach runs from the extension. User-facing requirements: dashboard with project setup, an Opportunities feed with relevance scores, a draft editor with propose/edit/regenerate, Autopilot mode with pace and relevance-threshold controls, a mock credits ledger, an extension popup for DMs and own-account posting, and an audit log. Technical requirements: Next.js frontend with Postgres/SQLite backend, a rate-limited Reddit fetcher, LLM draft generation via API, Chrome extension (Manifest V3), and polling or WebSocket for updates. Do NOT copy Bazzly's name, branding, marketing copy, screenshots, or UI — design an original interface. Out of scope: real Reddit OAuth posting (stub as dry-run only), a real high-karma account pool, payments, and any ban-evasion or vote-manipulation automation — the upvote boost must be simulation-only, with a clear warning that automating voting or astroturfing violates Reddit ToS. Include a README covering setup, env vars, rate limits, and the legal/ToS limitations of automated Reddit marketing.
Visit the official product page