This is an example of an agent you can build in Sylvie: an Entity Mapper that maps the people, products, topics and relationships your brand should own, then shows exactly where your site, schema and content fall short of claiming them. It runs on your brand brain, so the map is built from your real products, positioning and the topics this brand actually competes on, not a generic industry graph. Nothing ships pre-built: your team assembles this agent once on your brand brain, and it keeps the map current as the brand and the SERP move.
Sylvie does not ship this agent pre-built. It is an example of an agent your team can build with Sylvie, powered by your brand brain, so it runs your workflow the way you actually run it.
The Entity Mapper is a working example of an agent your team can build on Sylvie. Point it at a brand and it builds the entity graph modern search runs on: who and what the brand is, the products and people it should be known for, the concepts it wants to own, and how all of those connect to the entities Google, the Knowledge Graph and the AI engines already trust. It turns 'we want to rank for these topics' into a concrete map of the entities you need to claim and the pages, schema and mentions that would claim them.
For SEO teams and agencies, the shift is already here: Google and the AI answer engines resolve a query to entities before they ever rank a page, and a brand they cannot confidently identify gets left out of the Knowledge Panel, the AI Overview and the citation. Mapping that by hand across a client roster is a specialist's month of work per brand. An agent built on each client's brand brain produces the map in an afternoon, grounded in what that brand truly is rather than a guess.
Before it maps anything, the agent reads the brand brain: the real product and service names, the founders and experts the brand publishes under, the topics and categories it competes in, the positioning that separates it from rivals, and everything already published on the site. Because the brain is permission-aware, it maps only what this brand is authorized to claim, and no entity, product or client relationship bleeds in from another account in the agency.
Inside Sylvie you hand it a domain or a topic, and it returns the entity map: the entities you own, the ones you should own and do not, the competitors holding them, plus the schema markup, sameAs links, internal links and content briefs that would close each gap, cited back to the brain. You review and ship. Every gap you close and page you publish teaches the brain, so the next map starts from a brand the engines already understand a little better.
The map starts from your real products, people and positioning in the brand brain, so it reflects the brand you actually are, not a generic category graph you have to correct line by line.
Entities are how ChatGPT, Perplexity and AI Overviews decide who to cite. The agent maps you to the ones that get you named, not just the keywords that get you ranked.
Every missing entity comes with its fix: the schema, the sameAs link, the internal link or the page that would let you claim it. No vague 'improve topical authority' to interpret.
Building a brand's entity graph by hand is specialist-level and slow. The agent drafts the full map in one pass, so a strategist reviews and refines instead of starting from a blank page.
Point it at each brand's own brain and every client gets a rigorous map, with no account's products, competitors or claims leaking into another's.
Each closed gap and shipped page feeds back into the brain, so the map stays current as the brand grows and keeps sharpening instead of going stale.
Here is where SEO teams point an Entity Mapper once it is built on the brand brain. Each one is work a semantic-SEO specialist would otherwise bill a week for.
The client's brand name pulls up nothing in Google's Knowledge Panel, so search still treats them as an ambiguous string. The agent maps the entity, the sameAs links and the structured data that establish who they are, and hands over a to-do list that gets the brand recognized as its own entity instead of a scatter of keywords.
A client ranks fine on classic search but never appears in AI answers. The agent maps the entities those queries resolve to and shows where the brand is missing from the graph, so the pages and schema that would earn a citation ship in weeks, and the brand starts showing up when buyers ask ChatGPT.
A new account arrives with a sprawling site and no entity strategy. The agent builds the full map from their brand brain on day one, so the strategist walks into kickoff with the topics to own, the gaps to fill and a prioritized roadmap instead of a month of manual audit.
The team wants the client to own a category, not just a keyword. The agent maps the parent entity, its sub-entities and the internal links that tie them together, so content gets planned as a connected cluster and the site reads as an authority on the whole topic instead of scattered posts.
The client shares a name with a bigger company and Google keeps conflating the two. The agent maps the disambiguating signals, schema and external references that separate them, so the brand stops handing its own branded traffic to a namesake.
A replatform is about to break the schema and internal links that hold the entity graph together. The agent maps what exists today so nothing that earns recognition gets dropped, and the team migrates without quietly losing the Knowledge Panel and topical authority it spent a year building.
Those tools show you keywords, backlinks or raw markup and still leave you to decide which entities matter and why. This is an agent you build on Sylvie, running on your brand brain: it already knows your products, your experts and the topics you compete on, so it maps the entities this brand should own and the exact fixes to claim them, instead of handing you data to interpret. You keep the tools you audit with; the strategy is what changes.
No. The agent returns the map in plain terms plus the concrete outputs, the schema, the sameAs links, the internal links and the content briefs, so a strategist can hand them to a developer or ship them directly. Because it is an agent you build on your brand brain, the recommendations are grounded in your real brand, not generic best practice you still have to translate.
Yes, and that is the point. You build the agent once and run it on each client's own brand brain, so every brand gets a rigorous map from its real products and positioning, with strict isolation so no client's entities, competitors or claims ever surface in another's. One agent, one map per brain.
The heavy lift is the brand brain, and if you already run Sylvie for a client it is largely there: the products, the experts, the positioning, the published content. From that, assembling the Entity Mapper is a configuration step, not a build, and you get a usable map on the first run and refine the agent from there.
It is designed to. The agent maps to how entities are resolved now, across the Knowledge Graph, AI Overviews and the answer engines, and because every gap you close teaches the brain, each run starts from a brand the engines understand better. You are maintaining a living map on your own brain, not buying a one-off audit that is stale in a quarter.
Your brand brain is permission-aware and scoped to your workspace, and each client's brain stays isolated from the others. The agent maps only the entities and context that brand is authorized to expose, so approved claims and boundaries are enforced rather than optional, and nothing crosses between accounts.
Book a demo and we will map the workflows worth turning into agents, and show how each one runs on your brand brain.
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