Peec helps teams understand brand performance in AI search. KnowledgePanel starts with the public facts about a person or business and a workflow for connecting them.
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.Brand performance measured across prompts, models and competitors, with daily tracking and discovery tools.
Best whenYou need AI search analytics for a marketing team, with prompt discovery and competitive performance reporting.Compare the starting point, evidence and implementation workflow.
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| What matters | KnowledgePanel | Peec AI |
|---|---|---|
| Starting point | Structured identity | AI search performance |
| Built for | Professionals & brands | Marketing teams & agencies |
| Evidence you review | Facts, schema, sources, AI answers and a Google search journey | Visibility, position, sentiment and share of voice |
| 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 | Discovery and optimisation insights for your marketing workflow |
| Ongoing monitoring | Approved identity checks, AI answers and citations, plus a monthly Google search journey | Daily prompt tracking, with model and project limits by plan |
| Commercial model | Pro: $79.99 USD/month or $799.90 USD/year per identity. Identity Engineer: separately scoped, from $899. | Plans scale by prompts, models and projects |
Your priority is the person or business record: facts, sources, relationships, publishing outputs and how that identity is represented.
Explore the identity workspace →You need AI search analytics for a marketing team, with prompt discovery and competitive performance reporting.
Explore Peec AI ↗Peec helps teams understand brand performance in AI search. KnowledgePanel starts with the public facts about a person or business and a workflow for connecting them. 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.
Yes. Peec can support brand-performance analysis while KnowledgePanel supports your identity facts, schema, publishing workflow and saved identity evidence. Decide which workflows you need before choosing either or both. 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.
Peec AI: official product information ↗KnowledgePanel: plans, features and terms →See what connects and what needs attention.
