// community intelligence, not a firehose

Stop refreshing five tabs to find people talking about your product.

Scout crawls Reddit, X, LinkedIn, Facebook, and the open web on a schedule, scores every conversation for relevance with AI, and puts the ones worth your time into one feed — with a reply already drafted in your voice.

Built for solo founders and small marketing teams running their own community outreach.

// what it does

One feed. Five platforms. AI does the reading.

Scout monitors online communities — Reddit, X/Twitter, LinkedIn, Facebook, and the general web via search — for conversations relevant to a product, scores them with AI, and surfaces a feed where you can draft and post responses. The goal: find potential customers, reply to threads, and spot underserved topics.

01

Campaign

A product + audience pairing. Each one gets its own feed, monitors, content library, and AI context.

02

Monitors

Per-platform crawl rules — a subreddit or target, keywords, a score threshold, and a schedule.

03

Signals

Matched posts and comments, pre-filtered by keyword before anything is scored or shown.

04

Response

Save it, dismiss it, edit the draft, or — on Reddit — post the reply straight from the feed.

// features

What's actually built

01

Five platforms, one feed

Reddit, X/Twitter, LinkedIn, Facebook, and general web search (via Bing) all feed into the same per-campaign signal feed.

02

AI relevance scoring

Every signal gets a 0–100 score from Claude, judging whether a genuine, experience-based mention would actually be welcome in that thread — not just whether the poster fits your audience.

03

Intent tags

Each signal is classified into one or more of eight intents: Seeking solution, Buying signal, Pain point, Comparing options, Price-sensitive, Integration need, Research phase, Competitor mention.

04

Peer-voice drafts

Replies are generated in first person, as someone who's used the product — not a marketer. No invented features, no hashtags, no hard selling.

05

Content library

Write your approved messaging once as snippets; drafts pull from them instead of improvising your positioning each time.

06

Three monitor modes

Watch (collect only), Suggest (draft for your review), or Auto — set independently per monitor, per platform.

07

Direct Reddit posting

Reply straight from the feed on Reddit. LinkedIn and Facebook don't support it, so those drafts are copy-and-open instead.

08

Campaign-based audiences

Run the same product against multiple audiences — shelters vs. sports leagues, say — each with its own monitors, tone, and library, without the feeds mixing.

09

Analytics & trend summaries

7-day signal and response charts, top sources, intent frequency, and an on-demand AI summary of recurring themes.

10

Cost controls

An optional daily AI-call cap and per-monitor engagement thresholds keep Scout from spending an AI call on a post that was never going to score high.

// how it works

From crawl to reply

01

Set up a campaign

Describe the product, the audience, the tone, and any messaging guidelines — once. The AI uses this context on every scoring and drafting call.

02

Add monitors

Pick a subreddit, group, account, or search target per platform, with keywords, a minimum score, and how often it should run.

03

Scout crawls on a schedule

A scheduler checks every 5 minutes for monitors that are due; each one crawls on its own interval, anywhere from 30 minutes to 24 hours.

04

Review your feed

Scored signals with drafted replies show up ranked by relevance. Save, dismiss, edit the draft, or send it.

// under the hood

No bloat

A handful of proven tools, nothing you have to babysit.

Fastify MySQL Redis + BullMQ Playwright Claude (Anthropic) React

// get started

Your product is already being talked about somewhere.

Go find it, before someone else answers first.

Get in touch