800% boost in visibility
Our growth relies on people finding us. How that was happening was changing dramatically.
Adobe LLM Optimizer
vs.
Profound
A detailed comparison to help you choose the right tool.
Pricing and key differences
Adobe LLM Optimizer
Profound
Best for
Best for
Pricing
- Not publicly available
Pricing
- Starter: $99/month
- Growth: $399/month
- Enterprise: custom
Funding
Funding
Free plan or trial
- No free trial
- Demo available upon request
AEO tool overview
Adobe LLM Optimizer
Profound
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.
Profound launched in 2024. It's aimed primarily at enterprise companies, with features that span monitoring, auditing, optimization, and 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
Some users report that Profound is complex and may require a longer learning curve to successfully deploy.
AEO and GEO features comparison
Adobe LLM Optimizer
Profound
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
Built for scale with SSO, team management, API access, and support tailored to larger organizations.
Customer reviews and success stories
Adobe LLM Optimizer
Profound
No customer case studies available yet.
Improved visibility on AI answer engines
We were looking for a way to track and improve our visibility on AI solutions. Profound has been a game-changer for our AEO and content strategy.
Increased AI brand visibility 7x
Profound helped us become a top fintech brand in AI search.