Open-source marketing agents for Claude, ChatGPT, Codex, OpenClaw & Hermes. One plugin: SEO audits, GEO / AI-visibility, local SEO, KOL pricing, social listening & competitive intelligence from read-only public data over MCP.
When the user wants to find the prompts where their brand should be cited in AI answers but isn't — and who owns the answer instead — prioritized by AI search volume so content can attack the biggest gaps first. Also use on "AI answer gap," "AI content gap," "where am I missing from AI answers," "what prompts am I…
When the user wants to know whether their brand or domain is cited in AI answers — AI Overviews, ChatGPT, or AI search — for the queries that matter, and how they stack up against competitors. Also use on "AI visibility audit," "am I cited in AI answers," "do I show up in ChatGPT," "AI Overviews audit," "GEO audit,"…
When the user has AI visibility, GEO, AI answer gap, or AI citation evidence and wants a prioritized plan to improve where the brand is cited or mentioned in AI answers. Also use on "AI visibility fixes," "AI visibility fix plan," "generative engine optimization fixes," "AI citation fixes," "answer engine optimization…
When the user wants to track how often their brand or domain gets mentioned across ChatGPT and AI search engines over a set of prompts, and how that share of voice compares to named competitors over time. Also use on "LLM mention tracking," "track AI mentions," "share of voice in AI," "AI share of voice," "brand…
When the user wants to track a named competitor's launch or announcement and the public reaction to it across X, LinkedIn, YouTube, Reddit, and news. Also use on "competitor launch monitor," "what did [competitor] just ship," "track [competitor]'s announcement," "how is [competitor]'s launch landing," "competitor…
When the user wants to research, profile, or analyze a competitor from its public footprint — site, search/SEO, backlinks, social, and positioning. Also use on "competitor profile," "competitor research," "competitor analysis," "profile this competitor," "analyze competitor," "competitive intelligence," "competitor…
When the user wants to turn a topic or audience into a ranked list of content opportunities backed by real demand. Also use on "content opportunity brief," "what should we write about," "content ideas backed by data," "find content gaps," "what questions is my audience asking," "ranked content topics," "where's the…
When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "content strategy," "what should I write about," "content ideas," "blog strategy," "topic clusters," "content planning," "editorial calendar," "content marketing," "content…
When the user wants to research customers from public communities, or synthesize customer language, pains, and objections. Also use on "customer research," "ICP research," "voice of customer," "VOC," "what do customers say," "what are customers struggling with," "Reddit mining," "review mining," "community research,"…
When a dental practice, dentist, or orthodontic office wants to benchmark its public reviews and local-pack presence against nearby practices, or understand why it is losing the "dentist near me" map pack. Also use on "dental reviews benchmark," "why aren't we in the map pack," "compare our rating to other dentists,"…
When a dental practice wants to know the real questions patients ask about its services and turn them into a prioritized content plan. Also use on "dental content ideas," "what do patients ask before booking," "teeth whitening / implants / Invisalign questions," "dental blog topics," "content for my dental website,"…
When a workflow needs public Hacker News data through UnifAPI — the top/new/best/ask/show/jobs story feeds, item metadata, comment trees, or user karma. Also use on "did our launch land on HN," "scan Show HN for," "read this HN thread," "Hacker News sentiment," or when another skill (launch monitor, social listening)…
When a home-services business (HVAC, plumbing, roofing, electrical, or general contractor) wants to know the real problem and cost questions homeowners ask about its services, and turn them into a prioritized content plan. Also use on "what do homeowners search," "home services content ideas," "cost-to-replace…
When a home-services business (HVAC, plumbing, roofing, electrical, or general contractor) wants to know where it ranks in Google's local pack for its services across every city and ZIP it serves. Also use on "service area ranking," "am I in the map pack for [city]," "ac repair [city] ranking," "which service areas…
When the user wants to vet a specific creator's audience fit and brand-safety before working with them. Also use on "is this influencer a good fit," "vet this creator," "brand safety check," "does their audience match," "should we work with [handle]," "creator due diligence," "check this KOL before outreach," or "is…
When the user wants a full-funnel influencer marketing campaign workflow: campaign setup, creator matching, budget and pricing forecast, outreach/confirmation pack, content review checklist, launch tracking, or post-campaign report. Also use on "plan an influencer campaign," "run creator campaign ops," "compare…
When the user has a campaign brief and needs a ranked shortlist of creators to work with. Also use on "find influencers for," "build a creator list," "who should we sponsor," "shortlist KOLs," "influencer shortlist," "find creators in [niche]," "creators on TikTok/YouTube/Instagram/X for," or "who fits this campaign."…
When pricing, ranking, or researching X/Twitter KOLs for a creator marketing campaign. Also use on "how much should I pay this influencer," "price these handles," "batch KOL analysis," "KOL ROI," "creator pricing," "is this KOL worth it," or "agent-native KOL Pricing framework." Require product context first, read…
When a workflow needs public Instagram data through UnifAPI — profiles and follower size, posts and reels with engagement, post comments, location pages, or search. Also use on "research these IG creators," "pull posts for," "Instagram follower count," "comments on this post," "is this a paid partnership," or when…
When a law firm or attorney wants to benchmark its public reviews and local-pack presence against competing firms, or understand why it's losing the map pack for attorney searches. Also use on "law firm reviews," "attorney review benchmark," "why aren't we in the map pack for lawyers," "compare our rating to other…
When a law firm or attorney wants to know where it ranks for each practice-area + city query and what's holding it back. Also use on "personal injury lawyer [city] ranking," "family law attorney SEO," "where do we rank for practice areas," "law firm local pack," "why aren't we ranking for [practice area]," "attorney…
When a seller or SDR wants recent public news about a target account — funding, leadership changes, expansion, launches, partnerships — turned into dated, sourced outreach hooks. Also use on "account news," "trigger events," "company news for outreach," "funding signal," "new exec," "expansion signal," "what's new at…
When a seller, SDR, or founder wants a B2B account brief built from a company's public LinkedIn presence — its page, posts, open jobs, employees, and visible profiles. Also use on "LinkedIn account research," "account brief," "research this company before a call," "who's the buying committee," "company priorities,"…
When a workflow needs public LinkedIn data through UnifAPI — company pages, follower/employee counts, open jobs and job-count, member insights, people, posts, or engagement. Also use on "research this company on LinkedIn," "who works at," "open roles at," "LinkedIn profile for," "company posts," or when another skill…