AEO Competitor Analysis: 6 Tools That Show How You Stack Up 2026

For years, competitive analysis meant tracking which keywords your rivals ranked for on Google. That picture is now incomplete. When a buyer asks ChatGPT for the best project management software, the LLM names three brands and ignores everyone else. AEO competitor analysis tools tell you whether your brand made the cut, who beat you, and which prompts you need to win back. This guide ranks the six tools marketing teams use to benchmark AEO performance against direct competitors in 2026. AEO competitor analysis tools have become the new mirror for category leadership.

What AEO Competitor Analysis Reveals

Done well, AEO competitor analysis surfaces four data points marketing teams can act on.

Share of voice: How often your brand is named in a category response versus two or three direct competitors. This is the headline number for executive reporting.

Citation overlap: Which third-party domains LLMs pull from when generating answers about your category. Overlap between you and your competitors shows shared earned media targets.

Prompt coverage: The specific prompts where you appear versus those where you do not. This creates a content brief list for the editorial team.

Content gaps: Topics, comparisons, and use cases where competitors are winning citations and your brand is absent. These become the quickest content wins.

The depth of analysis depends on the tool. Enterprise platforms map full citation graphs. Mid-market platforms focus on share of voice and prompt-level reporting. The right pick depends on how your team plans to use the data.

6 AEO Competitor Analysis Tools Compared

1. Ubersuggest

• Best For: Marketing teams that want competitor AEO data alongside competitor SEO data in a single dashboard, without paying for a standalone enterprise tool.
• Key Strengths: AI Search Visibility tracks brand mentions across ChatGPT, Perplexity, and Gemini with built-in competitor comparison. The platform also covers a 100M+ keyword database, site audits, rank tracking, AI Writer in 63 languages, and traditional competitor and backlink analysis.
• Pricing: Free tier. Individual plan $29/month, Business $49/month, Enterprise $99/month. Lifetime deal available.
• Standout Feature: AI Search Visibility competitor view. You add up to a handful of competitor brands and the platform tracks your share of voice against them across the three biggest answer engines, launched September 2025.
• Why It Made Our List: Ubersuggest covers both traditional and AI competitive analysis in one workflow. With Neil Patel’s NP Digital team behind the roadmap and 2.4 million marketers on the platform, the data is usable for both small teams and growing mid-market brands at a fraction of enterprise pricing.

Case Study: D2C Brand

A direct-to-consumer skincare brand monitored five competitors in Ubersuggest’s AI Search Visibility module and rewrote four ingredient-focused articles based on prompts where competitors led the citations. Inside 16 weeks, the brand grew its share of voice across ChatGPT and Gemini by 210% impressions.

2. Profound

• Best For: Enterprise marketing departments that need deep competitive citation intelligence.
• Key Strengths: Tracks citations and brand mentions across ChatGPT, Perplexity, Gemini, and Copilot. Maps the citation source graph by competitor.
• Pricing: Enterprise plans starting around $500/month.
• Standout Feature: Citation source overlap. Profound shows which domains feed both you and your competitors, which becomes a roadmap for earned media wins.
• Why It Made Our List: Profound is the deepest data player for AEO competitive analysis. The price keeps it enterprise-only.

3. Otterly.ai

• Best For: Agencies that want a flexible competitor prompt builder for client reporting.
• Key Strengths: Custom prompt monitoring across ChatGPT, Perplexity, and Google AI Overviews. Side-by-side competitor view with daily refresh.
• Pricing: Plans start at $49/month.
• Standout Feature: Side-by-side prompt comparison. You see exactly which prompts your brand wins and loses against named competitors.
• Why It Made Our List: Otterly fits agencies running competitive pilots for clients. The entry price is accessible and the data export is clean.

4. Semrush

• Best For: Marketing teams running multi-channel competitive analysis and wanting AEO in the same view.
• Key Strengths: 140+ tools, position tracking, AI Toolkit for AEO, competitive analysis across PPC, SEO, and content.
• Pricing: Plans start at $139.95/month. AI Toolkit is an add-on.
• Standout Feature: Competitive AI Toolkit. Adds AEO competitive data to the existing Semrush dashboard.
• Why It Made Our List: Strong choice for teams already running Semrush for paid and organic competitive analysis. Total cost is the main barrier.

5. Ahrefs

• Best For: SEO teams that want backlink and AEO competitive data in one tool.
• Key Strengths: Largest live backlink index, Brand Radar with competitor comparison, Keywords Explorer, and Content Explorer.
• Pricing: Plans start at $129/month.
• Standout Feature: Brand Radar competitor view. Tracks brand mentions across AI Overviews and major LLMs with side-by-side rivalry data.
• Why It Made Our List: Ahrefs ties AEO competition to backlink authority, which is useful for teams that view both as one strategy.

6. BrightEdge

• Best For: Fortune 500 brands running large competitive intelligence programs with dedicated SEO operations.
• Key Strengths: BrandSight AI tracker with competitor benchmarking, large-scale rank tracking, content recommendations.
• Pricing: Enterprise contracts typically $2,000+/month.
• Standout Feature: BrandSight competitor intelligence. Tracks AI search visibility against named competitors with white-glove support.
• Why It Made Our List: BrightEdge suits brands that need an enterprise integration layer. The cost rules out everyone else.

Comparison Table

How to Choose the Right AEO Competitor Tool

Three questions sharpen the decision.

• How many competitors and prompts do you need to track? Small lists fit affordable tools. Large competitive matrices push you toward Profound or BrightEdge.
• Do you need AEO alone or AEO plus SEO competitive data? Most marketing teams benefit from one tool that covers both. Ubersuggest, Semrush, and Ahrefs each combine the two.
• How will leadership consume the report? Agencies need exportable PDFs. Internal marketing teams need dashboards. PR teams need sentiment context.

For most teams, the most useful competitor tool is the one that lives next to existing SEO data. Switching platforms for competitive AEO reporting adds friction that usually kills the workflow within a quarter.

Conclusion

AEO competitor analysis is now a baseline expectation for any marketing team that takes AI search seriously. The right tool depends on team size and budget, but for most marketers Ubersuggest gives the strongest balance: AI Search Visibility with a competitor view, traditional SEO competitive data, and a price that does not require executive sign-off. Enterprise tools go deeper, but the cost difference is steep. Start with the free tier, add three competitors, and run an AI Search Visibility comparison. The first report usually surfaces two or three content gaps worth fixing immediately.