# Adobe LLM Optimizer vs Semrush AI Visibility

A detailed comparison to help you choose the right tool.

## Pricing and key differences

### Adobe LLM Optimizer

#### Best for

[Enterprise](/content/aeo-tools/enterprise/index.html)

#### Pricing

- ✗Not publicly available

#### Funding

Public company

#### Free plan or trial

- ✓Free trial with 200 prompts for AEM Cloud customers only\
- ✓Free Chrome Extension available for all users

### Semrush AI Visibility

#### Best for

[Enterprise](/content/aeo-tools/enterprise/index.html) [SMB](/content/aeo-tools/smb/index.html) [Agency](/content/aeo-tools/agency/index.html)

#### Pricing

- ✓$99/month per domain (requires Semrush subscription)

#### Funding

Public company

#### Free plan or trial

- ✗No free trial for AI Visibility Toolkit standalone
- ✓Free demo reports available
- ✓Semrush One bundle offers 14-day free trial

## AEO tool overview

### Adobe LLM Optimizer

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.

### Semrush AI Visibility

Semrush started in 2008 as an SEO tool. It launched its AI search offering, AI Visibility Toolkit, in September 2025. The AI Visibility Toolkit is an add-on to Semrush's suite of SEO products. It covers a wide range of AEO use cases related to monitoring and auditing. Users can also use the Semrush Content Toolkit to produce AI-generated content.

### 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

As an extension of Semrush's core SEO platform, the AI Visibility Toolkit focuses on keyword-focused reporting versus prompt-level analysis.

## AEO and GEO features comparison

### Adobe LLM Optimizer

[✓ **Monitoring**](/content/aeo-tools/monitoring/index.html)

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**](/content/aeo-tools/auditing/index.html)

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**](/content/aeo-tools/optimization/index.html)

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**](/content/aeo-tools/content-delivery/index.html)

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.

[✓ **Enterprise Ready**](/content/aeo-tools/enterprise-ready/index.html)

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

### Semrush AI Visibility

[✓ **Monitoring**](/content/aeo-tools/monitoring/index.html)

[✓ **Auditing**](/content/aeo-tools/auditing/index.html)

The AI Visibility Toolkit focuses on keyword-focused reporting rather than prompt-level analysis, extending Semrush's existing SEO workflow.

✗

#### Optimization

Not offered by this vendor.

✗

#### Content Delivery

Not offered by this vendor.

✗

#### Enterprise Ready

Not offered by this vendor.

## Customer reviews and success stories

### Adobe LLM Optimizer

No customer case studies available yet.

[67.3% share of voice in 3 months; 97% positive or neutral sentiment\
\
> AIO's prompt generation, AI rankings, concept and market analysis features help us understand where and how our brand shows up in AI-generated content.\
\
M\
\
Matteo Iannelli, Global SEO Manager — Roche Diagnostics](https://enterprise.semrush.com/case-studies/roche/)