Athena HQ measures, in depth, how AI systems recommend you. That is useful — and it is Phase 1. The deeper problem is that organisations have lost control over how AI understands them. Kodiac is the control layer for AI-mediated discovery: understand how AI interprets your organisation, improve what it relies on, then participate directly as a system AI depends on. The comparison below sets out the differences capability by capability.
Kodiac is built as three phases of one journey — understand how AI interprets your organisation (Kodiac Audit), improve what it relies on with structured, governed content across your existing systems (Kodiac Content), and participate directly as the system AI depends on (Kodiac Agent). The capabilities below are present in Kodiac and absent or materially weaker in Athena HQ.
Athena HQ is a measurement and analytics product. Kodiac Agent is the participation layer - your brand exposed via MCP and REST so customer AI systems query your authoritative source. Athena does not currently offer this.
Athena reports on AI representation; it does not provide a content layer with connectors to source CMSs, inline authoring, write-back to source, or a RAG retrieval endpoint. Kodiac Content closes the loop from understanding to improvement end-to-end.
Athena HQ is built for enterprise in-house teams. Kodiac includes a native multi-brand workspace with white-label, prospect audits, and a partner programme - designed for agencies and consultancies running AI-mediated discovery as a managed service.
Both companies recognise the importance of third-party sources. Kodiac builds Source Intelligence as a primary product surface in every paid tier, with per-source AI weight scoring and intervention playbooks.
A capability-by-capability view of where the two platforms diverge. Kodiac on the right, Athena HQ on the left, no padding or rounding.
| Dimension | Athena HQ | Kodiac |
|---|---|---|
| Architecture | GEO measurement and analytics product | Control layer: Audit + Content + Agent + Workspace |
| Pricing | Enterprise (custom) | From £499 / month; £3,999 Enterprise tier |
| Recommendation hierarchy analysis | Strong primary feature | Available within Kodiac Audit benchmarking |
| LLM coverage | 8+ LLMs | 5 major systems + custom (Enterprise) |
| Content layer | Not part of platform | Kodiac Content |
| Brand Agent (MCP/REST) | Not available | Kodiac Agent |
| Multi-brand / agency | Not native | Native multi-brand + white-label |
| Best fit | Enterprise analytics teams | Enterprise + agencies running all three phases end to end |
The questions buyers ask most often when deciding between the two.
Athena HQ is a strong enterprise GEO measurement and recommendation hierarchy analytics product. Kodiac is a four-product platform - Audit, Content, Agent, Workspace - that adds the Content improvement layer and direct participation via Brand Agent. The two compare similarly on diagnostic depth but differ on whether you can act on the diagnosis end-to-end.
Not currently. Athena HQ is a measurement and analytics product. Kodiac Agent - exposing your brand via MCP and REST for customer AI systems to query directly - is a separate category of product.
No. Athena does not currently provide a content product with CMS connectors, inline authoring, write-back to source, or a RAG retrieval endpoint. Kodiac Content closes that loop and is a prerequisite for deploying Kodiac Agent.
Better depends on the job to be done. If your need is a deep enterprise GEO measurement and recommendation analytics product, Athena HQ is a strong choice. If you need to understand, improve at source, and participate directly — the whole journey in one platform — Kodiac is built for that mission.
Run the free Kodiac audit. Sixty seconds, no credit card — a clear view of how the major AI systems interpret your organisation today, and what the next two phases would change.