Semrush brings AI visibility into a broader search and marketing toolkit. KnowledgePanel focuses the workflow on one person or business, from public facts to schema and saved Google and AI evidence.
See the comparison ↓KnowledgePanel creates a structured identity for a person or business. Publish connected facts, profiles and schema to enrich the information available to AI agents and help them understand who the entity is.
Best whenYou want a guided identity workflow, from sources to schema and ongoing checks.AI visibility, brand perception, prompt tracking, competitor research and site audits within the Semrush ecosystem.
Best whenYou already work in Semrush or need AI visibility alongside a wider SEO and marketing toolkit.Compare the starting point, evidence and implementation workflow.
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| What matters | KnowledgePanel | Semrush |
|---|---|---|
| Starting point | Structured identity | SEO & AI visibility |
| Built for | Professionals & brands | SEO & marketing teams |
| Evidence you review | Facts, schema, sources, AI answers and a Google search journey | Visibility, brand perception and prompt tracking |
| Identity for AI agents | Structured person or business facts, profiles and schema for your public sources | Review the vendor’s documented scope for your identity publishing needs |
| Content & implementation | Schema, biographies and profile drafts; you review and publish, or scope an Identity Engineer project | Site audits, competitor research and content creation |
| Ongoing monitoring | Approved identity checks, AI answers and citations, plus a monthly Google search journey | Brand performance, perception and prompt tracking |
| Commercial model | Pro: $79.99 USD/month or $799.90 USD/year per identity. Identity Engineer: separately scoped, from $899. | Toolkits and feature access vary; review the current vendor offer |
Your priority is the person or business record: facts, sources, relationships, publishing outputs and how that identity is represented.
Explore the identity workspace →You already work in Semrush or need AI visibility alongside a wider SEO and marketing toolkit.
Explore Semrush ↗Semrush brings AI visibility into a broader search and marketing toolkit. KnowledgePanel focuses the workflow on one person or business, from public facts to schema and saved Google and AI evidence. KnowledgePanel creates a structured identity for a person or business. Publish connected facts, profiles and schema to enrich the information available to AI agents and help them understand who the entity is.
KnowledgePanel focuses on structured identity and evidence about a person or business. It does not replace every SEO workflow. Semrush covers a broader set of search and marketing tasks, so choose around the work you need to complete. KnowledgePanel creates a structured identity for a person or business. Publish connected facts, profiles and schema to enrich the information available to AI agents and help them understand who the entity is.
KnowledgePanel creates a structured identity for a person or business. Publish connected facts, profiles and schema to enrich the information available to AI agents and help them understand who the entity is. AI providers decide which sources they retrieve and use; publishing does not directly train every model or guarantee recognition.
Google and AI providers decide what appears. Review each platform’s scope and terms. KnowledgePanel Pro prepares and monitors identity evidence; the Identity Engineer project refund has its own agreed scope and terms.
This comparison describes documented workflows. Unlisted capabilities are not treated as absent, and feature access varies by plan.
Semrush: official product information ↗KnowledgePanel: plans, features and terms →See what connects and what needs attention.
