What is the Dark Pattern Tool?
This tool allows you to enter a URL and perform dark pattern detection. In other words, it converts the site’s user manipulation detection needs into an automated ui ux audit flow without the user noticing. The aim is not to “lynch” but to capture the risks of deceptive design and user manipulation with concrete findings, showing “where, how, and with what pattern” it occurs.
Frequently Asked Questions
Is this tool free?
How are detected manipulations reported?
On which websites can it be used?
Does it work on mobile devices?
Is there a browser extension?
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How does it work? (Analysis via link)
- Enter the URL in the “Enter a Site” field (analysis via link).
- The tool scans the site and behaves like a dark pattern checker / website dark pattern scan, examining screen flows (site manipulation analysis, automated ui analysis).
- As output, it reports risks category by category: finding, why it is problematic, its effect on the user, and suggested correction.
What does it detect?
- Forced membership detection: unnecessary registration pressure for purchase/review, typical roach motel (easy in hard out) flows and subscription trap / hidden subscription / hard cancellation pattern.
- Hidden checkbox detection: boxes like “additional service”, “subscription”, “advertisement permission” being pre-selected; consent manipulation.
- Deceptive CTA detection: deceiving with button texts, confirmshaming, suppressing “the option you don’t want” with color/hierarchy.
- Counting tricks: countdown trick, false countdown, fake urgency and fake scarcity; lies like “last 5 minutes”, “only 1 left in stock” for last product in stock.
- Hidden fees: revealing shipping/service/commission at the last step; checkout manipulation and cart page deception.
- Bait and switch / redirection trick: luring with different promises and pushing to another product/condition at the last moment.
- Deceptive discount, fake discount, price anchoring: inflated “old price”, perception management with fake comparison price.
- Cookie banner manipulation: hidden hidden reject button that conceals “reject”, dark consent flows (privacy dark patterns).
Who benefits from this tool?
- To e-commerce teams: to reduce e-commerce manipulation risks and grow conversion not “by trick” but “securely”.
- To product/UX teams: to convert ux audit output into the backlog .
- To marketing teams: to avoid burning long-term brand trust for short-term gain.
Summary: Enter the site, let the tool classify and report dark patterns and manipulation detection findings; clean up points like “forced membership, hidden checkbox, deceptive CTA, fake counting” and establish a more sustainable experience.

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