Adobe LLM Optimizer vs. AthenaHQ

A detailed comparison to help you choose the right tool.

Pricing and key differences

Adobe LLM Optimizer

AthenaHQ

Best for

Pricing

  • Not publicly available

Pricing

  • Self-serve: $295/month
  • Enterprise: custom

Funding

Public company

Funding

$2.7 million

Free plan or trial

  • No free trial
  • offers a free audit and discounted first month ($95)

AEO tool overview

Adobe LLM Optimizer

AthenaHQ

Adobe started in 1982 with creative content creation and editing tools like Photoshop, but its product portfolio has grown to include e-signature software, a customer data platform, website chatbots, and, as of October 2025, AEO/GEO tooling. Adobe's AEO/GEO tool, LLM Optimizer, is described as an end-to-end tool for enterprise companies, particularly those already using the suite of Adobe Experience Cloud products.

AthenaHQ was founded in 2024 and emerged from stealth in 2025. In addition to monitoring, auditing, and optimization, it also offers AI-generated content capabilities designed to help you draft content briefs, outlines, and full articles.

Worth noting

LLM Optimizer is one of the only technologies on this list that offers content delivery designed specifically for AI (Adobe calls its content delivery system "Optimize at Edge").

Worth noting

AthenaHQ uses a credit-based system (for example, the Self-serve plan includes 3,500 credits per month), wherein one credit is spent each time you take a certain action, like analyzing an AI prompt response for a specific AI model or drafting content.

AEO and GEO features comparison

Adobe LLM Optimizer

AthenaHQ

Monitoring

Track how often your brand appears in AI-generated answers across ChatGPT, Google AI Overviews, Perplexity, Claude, and other LLMs. See share of voice, prompt coverage, and visibility trends over time.

Monitoring

Track how often your brand appears in AI-generated answers across ChatGPT, Google AI Overviews, Perplexity, Claude, and other LLMs. See share of voice, prompt coverage, and visibility trends over time.

Auditing

Analyze which pages and content are being cited by AI engines. Identify gaps, see competitor presence, and understand which sources AI models rely on for your industry.

Auditing

Analyze which pages and content are being cited by AI engines. Identify gaps, see competitor presence, and understand which sources AI models rely on for your industry.

Optimization

Get actionable recommendations to improve content so it ranks better in AI answers. Align your pages with the prompts that matter and refine structure for LLM-friendly consumption.

Optimization

Get actionable recommendations to improve content so it ranks better in AI answers. Align your pages with the prompts that matter and refine structure for LLM-friendly consumption.

Content Delivery

Adobe offers content delivery designed specifically for AI via its Optimize at Edge system—one of the few tools on this list with native AI content delivery.

Content Delivery

Not offered by this vendor.

Enterprise Ready

Built for scale with SSO, team management, API access, and support tailored to larger organizations.

Enterprise Ready

Not offered by this vendor.