Go-To-Market
Monitor and score brand mentions with AI Search
Claude Cowork uses this still to monitor brand mentions across social media
Brand Mention Monitor scans Reddit, X, LinkedIn, blogs, news, and more for every mention of your brand. Claude renders an interactive console directly in the chat, giving you alerts based on Reach, Velocity, Sentiment, and Risk Topic scores.
Quick Start
Inputs
- Brand name or URLClaude profiles the brand, resolves name variants and hashtags, selects a market-specific source profile, and begins scanning with no configuration required.
Outputs
- Interactive triage console rendered in Claude
- Crisis alert cards with 2-hour response window
- Composite score per mention (Reach / Velocity / Sentiment / Risk)
- Share-of-voice donut vs tracked competitors
- Geographic breakdown with clickable source map
- Platform bar chart with feed filter sync
- Downloadable reports
How it works
A 7-phase pipeline.
- Profile the BrandClaude runs a silent Nimble search sweep to determine the brand's industry, business model (B2B/B2C), geography, and audience then calibrates score thresholds and selects the right risk-topic dictionary before any mention scanning begins.
- Resolve VariantsClaude identifies alternate spellings, common misspellings, product names, and hashtags for the brand, which will be all confirmed variants are added to Nimble search queries silently so no mentions slip through on a typo.
- Select Source ProfileClaude maps the brand type to a market-specific source profile - B2B SaaS brands get LinkedIn, G2, Hacker News, and trade press; consumer brands get TikTok, Instagram, X, and YouTube, so Nimble queries the platforms where the audience actually talks.
- Sweep SourcesNimble search and extract fetch mentions across all selected sources for the requested date window, reaching JavaScript-heavy pages, paywalled press, Reddit, and social platforms that block standard web agents.
- Score Every MentionClaude scores each mention across four dimensions: Reach, Velocity, Sentiment, and Risk Topic, then computes a composite and assigns a tier badge (Crisis / Watch / Engage / Log).
- Route Crisis AlertsAny mention scoring 80+ triggers a full-width Crisis card with the excerpt, all four scores, velocity signal, suggested owner, response window, and a specific draft action.
- Render Triage ConsoleClaude assembles the full interactive console and outputs both the inline render and downloadable HTML and markdown files.
Stack
Nimble primitives plus the full runtime stack.
Nimble APIs
What it does
- searchSweeps Reddit, X, LinkedIn, news, blogs, and review platforms with a social focused extraction mode for brand mentions across the requested date window.
- extractFetches full article and post content from JavaScript-heavy pages, paywalled press, and social platforms that block standard agents.
3rd Party Tools
Role
- claude-coworkDrop the skill into Claude Cowork to get an interactive dashboard of Nimble + Claude's output
- claude-sonnet-4-6Profiles the brand, resolves variants, selects source profile, scores mentions, and generates the triage console.
Reach out if you have any questions.
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