Best AI Mode SEO Analysis Software in 2026: 9 Tools Compared

Semrush is the most complete analysis choice for teams that already do SEO. Its AI Visibility Toolkit reports brand share, sentiment and presence across ChatGPT, AI Mode, Perplexity and Gemini, while classic tools add keyword gaps, backlink data and site audits. Audit checks for blocked AI crawlers, such as search bots used by AI platforms, help explain why a page is never cited.

The limit is packaging and price. AI Mode coverage and prompt allowances vary by plan, and the SEO plan starts at $139 per month in reputable summaries, with the AI toolkit listed from $99 per month in some summaries. Semrush fits agencies and in-house teams that analyse SEO and AI together every week. Prompt-only users may prefer a cheaper dedicated tool.

Ahrefs pairs strong classic analysis with AI visibility through Brand Radar. Teams can compare which pages earn links and rank well in classic search, then check whether those same pages are cited in AI Mode, AI Overviews, ChatGPT, Perplexity, Gemini and Copilot. That contrast often reveals pages that rank but are ignored by AI answers, which is a useful analysis starting point.

Pricing needs a careful read. Starter SEO pricing is listed at $29 per month, while AI Visibility Index pricing is listed from $199 per month in reputable summaries. Ahrefs suits content and link-led teams that want AI analysis inside a familiar platform. Small teams that only need AI analysis should compare Otterly.AI first.

BrightEdge is an enterprise analysis platform for generative engine optimisation, with research and workflows focused on Google AI Overviews and wider AI assistants. It helps large teams analyse entities, content gaps and AI citation patterns across many pages, then turn findings into optimisation tasks. That scale suits publishers and large brands with thousands of pages.

Quote-based pricing and enterprise onboarding make BrightEdge a poor fit for small businesses. Teams that need a quick prompt check should use a self-serve tool instead. For enterprise SEO teams that already use BrightEdge for classic search, adding AI analysis in the same platform is a logical step.

Otterly.AI offers practical AI analysis at a small-team price. It tracks presence across ChatGPT, AI Overviews, Perplexity and Copilot on core plans, with AI Mode and other engines as add-ons, and its GEO audit highlights likely reasons a brand is missing from answers. That audit step matters, since a visibility score alone does not tell you what to fix.

Prompt limits on entry plans mean large agencies will need higher tiers, and reporting is simpler than enterprise platforms. For a freelancer or small in-house team that wants to analyse a focused prompt set each week, Otterly.AI is a strong value pick.

Profound goes deeper than most trackers on answer analysis. It measures explicit and implicit brand mentions, sentiment, citation sources and trends across many large language models, with dashboards built for enterprise reporting. That depth helps a brand team understand not just whether it appears, but how AI systems describe it compared with rivals.

Enterprise pricing, listed from $2,000 or more per month in reputable summaries, puts Profound out of reach for most small sites. Setup and prompt design also take more work than a self-serve tool. Profound fits large brands that need rigorous, board-ready AI analysis across markets.

Scrunch AI analyses how AI platforms recommend brands and products, which is a different question from classic keyword ranking. It tracks mentions and recommendations across Google AI Mode, AI Overviews, Gemini and ChatGPT Shopping, and shows where a brand wins or loses in the customer journey. Product teams can use that view to fix pages, pricing information or product data that AI systems cite.

The starter price of $250 per month in reputable summaries is still high for small teams, and Scrunch does not replace a full SEO audit tool. For consumer brands where AI recommendations drive sales, its focused analysis is worth the cost. For general SEO analysis, Semrush or Ahrefs offer broader value.

Peec AI keeps AI analysis simple: track prompts, see visibility trends, compare brands and share reports. Self-serve plans let users choose models, with more models as add-ons, which helps a team check whether results differ by engine. That clarity suits marketers who need a weekly snapshot, not a research project.

Depth is the trade-off. Peec AI offers less detailed content gap and crawler analysis than Semrush or BrightEdge, so teams that need full SEO audits should pair it with another tool. Check current pricing, since model options affect cost. For straightforward AI Mode analysis, Peec AI is easy to adopt.

Rank Prompt stands out for turning analysis into fixes. It scans prompts across major engines, shows where a brand is cited and where rivals win, and suggests concrete actions such as adding schema, strengthening citations and improving source coverage. Starter pricing is listed at $49 per month for 150 prompts, with higher tiers for larger prompt sets.

It is not a full SEO platform, so link analysis, technical audits and classic rank tracking at scale need another tool. For a team whose main question is why AI Mode answers cite rivals instead of them, Rank Prompt gives a clear, actionable analysis at a mid-range price.

SE Ranking combines classic SEO analysis with an AI module that adds source intelligence and brand mention tracking. Teams can audit a site, check keyword gaps and then see which sources AI answers cite for the same topics. That link between audit findings and AI citations helps prioritise content fixes.

The AI module is listed as an add-on at about $89 per month in reputable summaries, on top of Core pricing from $129 per month. That total suits agencies that already use SE Ranking for audits and reporting. Solo users who only need AI analysis will find Otterly.AI or Rank Prompt cheaper.