AI tools for competitor analysis: what the AI does

AI tools for competitor analysis do one of four things: summarise what was collected, rank changes by importance, answer questions about competitors, or research a competitor from scratch on the web. Crayon, Klue and Kompyte use AI on top of competitor data they gather. Figo has Claude write a Monday briefing from the data it stores. General assistants such as ChatGPT and Perplexity research on demand. Which one you need depends on whether you want a one-off analysis or to know what changed.

"AI-powered" is now on nearly every product page, so this page says concretely what the AI does in each, based on each vendor's own description.

How we chose

A tool qualified only if its vendor describes a specific AI job, such as turning articles into takeaways or answering questions about positioning, rather than a general claim. Prices below were read from each vendor's own pricing page on 4 October 2026. Where a vendor publishes none, we quote Vendr's public purchase data and name it.

AI competitor analysis tools compared

Platforms that run AI over data they collect

Crayon

Crayon collects competitor news, website changes and other signals, then uses AI in two concrete ways: it "distills articles about your competitors into takeaways" you can share, and it sorts insights "from high to low importance". The second is the useful one, because the hard part of competitive intelligence is triage, not collection.

Limits. Built for programmes with an owner and a sales team to serve. Vendr reports a median of $30,000 a year.

Klue

Klue names several AI products. Compete Agent collects, curates and shares intel automatically. Ask Klue answers sellers' questions about positioning and objections. The Win and Loss Story Agent writes a story for each closed deal from CRM data and call recordings, and an AI Interviewer runs short voice interviews with buyers and sellers.

That is the most complete use of AI here, and much of it depends on your CRM and call data, not public competitor data. Vendr reports a median of $30,000 a year.

Kompyte

Kompyte, now owned by Semrush, tracks competitors' websites, reviews, content, social media, ads and job postings. Its AI filters that stream and produces summaries, so the vendor says analysis takes "about an hour a week". Plans are sold by limits (Essentials tracks 10 companies with 25 users) and no prices are published. See Kompyte alternatives for cheaper routes to the same tracking.

Competitors App

Competitors App's plans are called Business AI and Business Plus AI, at $14.90 and $19.90 per competitor per month on an October promotion (regular prices $29.80 and $39.80). The pricing page lists "AI analysis and reports" without saying much about what the AI actually does. Ask for a sample report during the 15 day trial before paying for the label.

Figo: an AI-written briefing from stored data

Ours, so judge accordingly. Each week Figo stores what it found about your competitors (new ads, page and pricing changes, rankings, social posts, Reddit threads and reviews), and Claude, Anthropic's model, writes the Monday briefing from that stored data: what changed, in plain English, and one thing to do. You can see an example in the sample briefing.

Ask Figo is a chat that answers questions about your tracked competitors from the same data, with 30, 60 or 100 questions a day depending on plan. Starter is $49 a month for 3 competitors.

The briefing is written from Figo's stored data, not from a web search. Figo does not track what AI assistants say about you or your rivals. It also does not build battlecards or analyse deals. For sales enablement, Klue and Crayon are the right tools, and Figo vs Crayon sets out the difference.

General assistants, for one-off research

ChatGPT, Gemini, Perplexity and Claude can all research a competitor from public pages. With deep research modes in ChatGPT, Gemini and Perplexity, they plan searches, read dozens of pages and write a cited report. ChatGPT Plus is $20 a month, Perplexity Pro $20 ($17 billed annually), Claude Pro $20 ($17 billed annually) and Google AI Pro $19.99; all four have free plans.

They are good at a first profile: positioning, pricing, product line, recent news. They are poor at two things that matter. They have no memory of last month's version of a competitor, so they cannot tell you what changed. And they cannot reliably see ads, social posts or ranking positions, which live behind libraries and search tools they do not query. The AI competitor analysis guide has prompts that get the most from them.

How to tell real AI from a label

Ask four questions in any demo.

1. What data does the model see? Collected and stored data beats a live web search for anything about change over time.
2. Can every claim be traced to a source? If a summary cannot link to the page, ad or review behind it, you cannot check it.
3. Does it rank or just repeat? Summarising forty changes is easy. Telling you which three matter is the valuable part.
4. What happens when it is wrong? Every model invents things sometimes. Good products make the source one click away.

Who should pick what

• A sales team losing deals to named rivals: Klue or Crayon.
• You want tracking with AI triage inside the Semrush family: Kompyte.
• A marketer who wants a written summary of competitors' moves without logging in: Figo.
• Lowest cost per competitor, if the AI report suits you: Competitors App.
• A one-off profile before a pitch or plan: a general assistant's free plan, with the sources checked.