Community visibility workbench.

Find Reddit and HN conversations that shape AI answers, draft safe replies, create answer-source tasks, and verify what changed.

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Quickstart: Community GEO— Find high-visibility Reddit and Hacker News discussions that AI models cite, and draft helpful, rule-compliant replies that build organic mentions.

Interactive guide

1Discover high-fit communities & threads

STEP 01

Explore subreddits and Hacker News threads ranked by prompt relevance, freshness, and moderation rules.

2Draft safe, non-promotional replies

STEP 02

Use the Draft Studio and Risk Review to write genuinely helpful answers that pass community moderation.

3Track citation paths & outcomes

STEP 03

Verify whether your community contributions stay live and get picked up in AI answer citations.

Mapped prompts

Subreddit candidates

Reply opportunities

Roadmap tasks

Connect a website to save roadmaps, drafts, citation paths, and outcome tracking in this workspace.

Community GEO

Today's 5-Minute Moves

Small community actions tied to prompts, risk, and verification.

0 min

No Community GEO moves are available yet. Connect a website or create a roadmap to populate this module.

Roadmap

Community GEO Roadmap

Paste the product context, then turn prompt gaps and community opportunities into reviewable work.

Domain

Reddit username

Product description

ICP

Competitor URLs

No roadmap is available yet.