Frequently Asked Questions
Everything you need to know about The Dev Bench and GEO monitoring.
Updated March 2026
What is The Dev Bench?
The Dev Bench is an independent review and comparison site focused on developer tools and AI visibility monitoring. We test tools hands-on, verify pricing from vendor websites, and publish honest comparisons with no paid placements.
What is GEO monitoring?
GEO (Generative Engine Optimization) monitoring tracks how AI search engines like ChatGPT, Perplexity, Claude, and Gemini mention your brand. Unlike traditional SEO which focuses on Google search rankings, GEO monitoring shows whether AI assistants recommend your product when users ask questions in your niche.
What's the difference between GEO and AEO?
GEO (Generative Engine Optimization) and AEO (AI Engine Optimization) refer to the same thing — optimizing your content to appear in AI-generated responses. GEO is the more common term. Both focus on getting your brand mentioned by AI assistants.
How does The Dev Bench make money?
We earn revenue through affiliate commissions when readers click links and make purchases. Affiliate relationships never influence our rankings or scores. We disclose all affiliate relationships on our Disclosure page.
How do you test and score tools?
We sign up for each tool, test core features hands-on, verify pricing from official vendor websites, and evaluate based on consistent criteria including features, pricing, ease of use, and support. Our methodology is transparent and documented.
How often are comparisons updated?
We review and update our comparisons regularly. Each article displays a last updated date. When tools change pricing, add features, or launch new products, we update our comparisons accordingly.
Which AI engines should I track for GEO?
At minimum, track ChatGPT (largest user base), Perplexity (fastest growing for search), and Google Gemini (integrated into Google Search). If your audience includes developers or researchers, add Claude. DeepSeek and Grok are growing but still niche.
Can I improve my AI visibility?
Yes. Common fixes include adding structured data (JSON-LD) to your site, creating comprehensive FAQ pages, getting mentioned in authoritative sources that AI engines cite, and ensuring your product pages answer common questions directly. GEO audit tools can identify specific gaps.
Do companies pay to be listed?
No. Tool inclusion is based on relevance, market presence, and quality. We do not accept paid placements or sponsored rankings.
Can I suggest a tool for review?
Yes! Contact us via our Contact page with details about the tool you'd like to see reviewed. We prioritize tools that are actively maintained and serve a meaningful developer audience.
Still have questions? Contact us