AI competitor analysis from a rival’s public pages
Paste a competitor’s address. coExploro captures its public pages, and four AI analysts write a teardown of its positioning, pricing, messaging and UX, usually in 2–4 minutes.
Evidence: The product development system for teams and agents
· Seen on linear.app, homepage hero headline · Captured · Direct evidence
What the four analysts read
A run captures the page you give, then tries to capture the site’s pricing and features pages, each with its date. Four AI analysts read what those screenshots show: a product manager (PM), a marketer, a UX reviewer and a designer. They review any plans and prices shown on the captured pages. Below is one finding by each of them from the Linear sample, reviewed before it was published.
PM
Positioning: what the product says it does, who it is for and how it claims to be different.
The hero headline names both the category and the audienceEvidence:
The product development system for teams and agents
· Seen on linear.app, homepage hero headline · Captured · Direct evidenceMarketing
Messaging and trust signals: the claims, the customer logos and quotes, and the way to sign up or talk to sales.
Seven customer logos sit under the product screenshotEvidence:
POWERING THE COMPANIES BUILDING THE FUTURE
· Seen on linear.app, label under the customer logo row below the hero · Captured · Indirect evidenceUX
Navigation and visible accessibility concerns: how clearly the page shows the next step, including contrast, labels and structure.
The hero's one link points to the Loops announcementEvidence:
Built for the future. Available today.
· Seen on linear.app, closing section, above the Get started and Contact sales buttons · Captured · Indirect evidenceDesigner
Visual emphasis, typography and consistency: what draws the eye first, how readable the text is, and whether styles match.
Basic and Business state one per-user unit and a yearly billing switchEvidence:
per user/month
· Seen on linear.app/pricing, pricing page plan grid, under the Basic and Business names · Captured · Direct evidence
Published samples contain observations only. A run of your own adds a recommendation wherever an analyst finds a problem.
What it does not read
coExploro reads what a product shows on its public pages: its words, plans, prices and layout. It does not have:
- Traffic, conversion or analytics data
- Keyword research, search rankings or backlink data
- Ad spend or social media performance data
- Revenue, market share or customer numbers, beyond what a page states
- Screens behind a sign-in
- Usability tests with real users or session recordings
It can report a figure published on a captured page, but it does not verify the company’s claim. Use traffic tools for visit estimates and SEO tools for keyword, ranking and backlink research.
Compare two to five products
Compare runs a teardown of each product and sets the results side by side. It then looks for three kinds of difference in the captured pages. A standout appears in only one product. A gap is something one or two products do not show while the majority do. A shared pattern needs at least three products. Include your own product to see where it stands apart.
Included with Pro: $99 a month, or $82 a month billed yearly.
Each comparison uses one teardown from your plan’s monthly allowance.
Free to start
- Without an account
- One run a day per network
- Free account
- 3 teardowns a month
- Paid plans
- From $16 a month, billed yearly
- Compare
- With Pro, from $82 a month billed yearly
USD reference price · See currency and tax details
Questions
What is an AI competitor analysis?
An AI competitor analysis is a review of a rival product’s positioning, pricing and user experience that AI models write for you. coExploro writes one from screenshots of the product’s public pages, taken on the day you run it, and shows the capture date of every page.
How does coExploro work as a competitor analysis generator?
You paste one address, not a filled-in template or the page’s text. coExploro captures the product’s public pages on the day you run it, extracts what they show, and four AI analysts write their findings from that.
Does it show a competitor’s traffic or keywords?
No. It reads the product’s public pages, so it has no traffic analytics, keyword research, search rankings or backlink data. Use traffic tools for visit estimates and SEO tools for keyword, ranking and backlink research, next to coExploro.
Can I compare several products?
Yes, with Pro. Compare sets two to five products side by side, your own included. It names standouts that only one product shows, gaps where one or two products lack what the majority show, and, with three products or more, shared patterns.
How long does an AI competitor analysis take?
Usually 2–4 minutes for one product. The result includes the analysts’ findings and scores, an Overall score that combines their readings, and a separate UX score in six dimensions. A dimension the screenshots cannot show is left out of the UX score.
Can it read pages behind a sign-in?
No. coExploro captures public pages and does not sign in. If a site blocks the capture, you can upload screenshots of its pages from a free account instead.