How to Do an AI SEO Competitor Analysis in 2026

In an era of AI-based search processes, it is important for brands to analyze how competitors rank in AI-based answers, which sources are trusted by AI algorithms, what topics are linked to competitors, and how many times a particular brand name is being mentioned without a click.

Here is a practical framework for conducting an AI SEO competitor analysis in 2026.

Identify Your Real AI Search Competitors

Traditional SEO competitors and AI search competitors may not always overlap. A brand that is your commercial competitor doesn’t necessarily show up when ChatGPT, Google AI Overviews, Perplexity, or similar AI search engines are asked about information connected to your industry.

First, make a list of the brands that show up when a user asks for:

  • Best companies in your industry
  • Best products or services
  • Comparisons of products/services
  • “X vs Y” type questions
  • Alternatives to a specific product
  • “How-to” type questions
  • Specific industry questions
  • Problems solved by your product
  • Questions associated with purchasing

For instance, if your niche is digital marketing, then your competitors won’t only include other agencies. Your competitors may be SEO tools, consultants, publishers, SaaS companies, and even industry websites.

Make a list of such brands and group them into direct competitors, indirect competitors, publishers, experts, and emerging competitors.

Compare AI Visibility, Not Just Google Rankings

Traditional SEO analysis begins by trying to figure out where the competitor stands with regard to the ranking of the particular keyword.

AI SEO starts by asking the following question:

Is the competitor mentioned when users ask AI-based systems about topics associated with the keyword?

Make a list of key prompts connected to your business and test them on various AI search engines.

For instance:

What are the best AI SEO companies?

What should one consider before hiring an AI SEO agency?

Write down:

Which brands get mentioned?

How often does your brand get mentioned?

In this way, you will get an AI visibility benchmark. It doesn’t mean that you need to be the top-ranked. You just need to see if your brand participates in this discussion.

Study What Sources AI Systems Cite

Analyze competitors’ experience, uniqueness, expertise, reputation, data, authorship, and relevance to the topic. If competitors receive consistent backing from external publications, but your company does not receive much mention, then there may be an issue regarding authority.

Your goal should be to not only create content for your website but also for external sources.

Find Your Competitors’ Content Gaps

AI SEO competitor analysis is not just about replicating the actions of your competitors. It can help you figure out what they are doing wrong. Find the questions that competitors are answering and compare them to the ones being asked by your audience.

Some of the gaps you might discover include:

  • Unanswered or poorly answered questions
  • Topics that have been discussed briefly
  • Outdated information
  • Lacking examples
  • Insufficient original data
  • Bad comparisons
  • Lack of expert opinions
  • Poor explanations of their products
  • Answers to common customer problems

All these gaps could be your content opportunities.

Conclusion

Competitor analysis for AI SEO in 2026 is not about figuring out which websites outrank yours and trying to outperform them. Competitor analysis is about figuring out why some brands such as MadHawks are being featured in AI SEO answers.

Analyze who gets referenced, what sources are quoted, who is answering which questions, why they have authority, and what knowledge gaps are still uncovered.

FAQs

How has competitor analysis changed because of AI SEO?

AI SEO includes brand mentions in AI responses, citations of websites, and expertise in certain topics of your competitors. Hence, the emphasis has been shifted from ranking to overall online visibility.

How do I actually find which competitors are getting cited in AI answers?

Ask relevant questions on ChatGPT, Google AI Overviews, Perplexity, and any other AI platform that makes sense to your business. Track who among your competitors gets mentioned, and whose websites are cited as sources for AI-generated answers.

How often should I run an AI SEO competitor analysis?

It is reasonable to conduct AI SEO competitor analysis once every three months for most companies. But if you work in a competitive industry, you may monitor your key prompts once a month.

Ravi Kumar

Founder & CEO

Obsessed with breaking algorithms and rebuilding them. Leading MadHawks to global domination.
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