Brand visibility analytics
When people ask your AI, Perplexity or Google's AI for a recommendation, is your brand in the answer? Mencoro tracks the questions and keywords that matter to you across your AI, Perplexity, Google AI Overviews, Google AI Mode, Google Search and Google Shopping, in the countries you choose. More
What you can ask How has my brand's visibility in AI answers changed over the last month, and which competitors are named above us? Copy
Example path list_untracked_competitors → get_competitor_cooccurrence · Mencoro Optimization Insights skill
Set up Mencoro monitoring for my website. Propose the brand names and competitors before creating anything. Which domains do AI answers cite most for my tracked queries, and which brands do they name that I don't track? MCP connector Server URL https://api.mencoro.com/mcpCopy Login OAuth Tools Reads data31 get_ available_ filtersget_ cited_ sourcesget_ cluster_ breakdownget_ competitor_ cooccurrenceget_ jobget_ mencoro_ guideget_ mention_ mixget_ mention_ samplesget_ metric_ glossaryget_ organizationget_ organization_ overviewget_ projectget_ project_ rank_ tracking_ statsget_ query_ moversget_ rank_ tracking_ time_ seriesget_ sentiment_ breakdownget_ share_ of_ voice_ formulaget_ tracked_ queryget_ tracked_ query_ matchesget_ tracked_ query_ time_ seriesget_ tracking_ coverageget_ usagelist_ ai_ responseslist_ clusterslist_ keyword_ listingslist_ memberslist_ projectslist_ search_ snapshotslist_ untracked_ competitorspreview_ operationsearch_ tracked_ queries
Changes data19 add_ tracked_ queries_ to_ clusterscreate_ clusterscreate_ competitorcreate_ organizationcreate_ projectcreate_ tracked_ queriesdiscover_ brandsdiscover_ keywordsdiscover_ promptsinvite_ memberreactivate_ memberrename_ clusterreport_ ai_ responserestore_ organizationrestore_ projectresume_ tracked_ queriesrun_ checksstart_ auto_ clusteringsuggest_ brand_ names
Deletes or can't be undone16 apply_ auto_ clusteringarchive_ organizationarchive_ projectcancel_ invitationchange_ member_ roledelete_ clusterdelete_ competitordelete_ tracked_ queriespause_ tracked_ queriesremove_ tracked_ queries_ from_ clustersset_ tracked_ query_ check_ frequencyset_ tracked_ query_ passessuspend_ memberupdate_ competitorupdate_ organizationupdate_ project
Skills 10 in the ChatGPT listing
Mencoro Cluster Reorganisation Have Mencoro propose how to group a project's tracked queries into keyword clusters, review the proposal with the user, and apply it; use to organise or regroup queries, not to analyse cluster performance. Mencoro Competitor Analysis Compare a Mencoro brand with configured competitors using share of voice, head-to-head mention positions, and optional citation context; use for competitor standings and rivalry questions, not live research into untracked companies. Mencoro Cost Tuning Review what a Mencoro project's tracked queries cost in checks and apply the frequency, pass or pause changes the user approves to fit the plan; use for check budget and spend questions, not for adding or deleting queries. Mencoro Coverage Audit Audit current Mencoro tracking coverage and freshness, including paused, never-checked, and overdue queries; use for monitoring-health questions, not scheduling checks, resuming queries, or historical uptime reports. Mencoro Optimization Insights Find and prioritise what to improve for a brand's AI visibility from Mencoro data - where competitors win, the sources AI answers cite, sentiment and coverage gaps, untracked competitors - optionally combined with connected Ahrefs, Semrush, Search Console or Google Analytics tools; use for "what should we do next" questions. Mencoro Project Setup Set up a new Mencoro project from a website in a short, interactive conversation - brand names and suggested competitors shown as one proposal before anything is created, then the first tracked AI prompts; use when someone wants to start monitoring a brand, not for analysing an existing project. Mencoro Query Expansion Find new AI prompts or search keywords worth tracking for an existing Mencoro project and add the ones the user picks; use to grow a project's query set, not to analyse or remove existing queries. Mencoro Results Review Evaluate whether a change - new content, PR coverage, a launch, an optimization - moved a brand's AI visibility in Mencoro, comparing equal windows before and after against a baseline; use for "did it work" questions, not for general reporting. Mencoro Sentiment Review Review Mencoro brand sentiment and mention composition with supporting stored AI mention excerpts; use for negative-mention investigations and reputation summaries, not editing labels, posting responses, or live social listening. Mencoro Visibility Report Prepare a Mencoro brand visibility report with share of voice, positions, trends, and query gains or losses from stored monitoring data; use for performance summaries and visibility changes, not live web research or monitoring configuration changes.