// artifact family
specialty fraud — review, click, streaming, scalping
36 browser-only forensics tools in this catalog group — browse by artifact family when you know the kind of evidence you are working with, not the investigation pattern.
tools in this family
ordered as in the forensics catalog. every tool runs locally — no upload, no account.
- review fraud cluster detector amazondrop amazon review set · cluster reviews by author / device / pattern · runs locally
- review fraud cluster detector yelpdrop yelp review set · cluster · runs locally
- review fraud cluster detector google reviewsdrop google reviews export · cluster · runs locally
- review fraud cluster detector tripadvisordrop tripadvisor reviews · cluster · runs locally
- review fraud cluster detector app storedrop app store review set · cluster · runs locally
- review fraud cluster detector play storedrop play store review set · cluster · runs locally
- review fraud temporal burst detectordrop time-stamped review set · detect coordinated bursts · runs locally
- streaming fraud spotify botted plays detectordrop spotify artist play export · detect botted play patterns · runs locally
- streaming fraud apple music botted plays detectordrop apple music artist export · detect botted plays · runs locally
- streaming fraud youtube view manipulation detectordrop youtube analytics export · detect view manipulation · runs locally
- streaming fraud soundcloud bot plays detectordrop soundcloud stats export · detect botted plays · runs locally
- engagement farm cluster detector instagramdrop instagram engagement data · detect engagement farms · runs locally
- engagement farm cluster detector tiktokdrop tiktok engagement data · detect engagement farms · runs locally
- follower fraud detector twitter xdrop twitter follower export · detect bought followers · runs locally
- click farm pattern detector google adsdrop google ads click data · detect click farm patterns · runs locally
- click farm pattern detector meta adsdrop meta ads click data · detect click farm patterns · runs locally
- affiliate marketing fraud detectordrop affiliate click + conversion data · detect cookie-stuffing / typosquat patterns · runs locally
- sneaker bot pattern detectordrop e-commerce session log · detect sneaker bot patterns · runs locally
- ticket scalping bot detector ticketmasterdrop ticketmaster session log · detect scalping bot patterns · runs locally
- ticket scalping bot detector livenationdrop livenation session log · detect scalping bot patterns · runs locally
- bot mitigation bypass detector cloudflare turnstiledrop turnstile challenge log · detect bypass patterns · runs locally
- captcha solving farm artifact detectordrop captcha challenge log · detect captcha-solving farm patterns · runs locally
- sms pumping artificial inflation of traffic detectordrop telco sms log · detect ait patterns (international premium rate) · runs locally
- coupon promo abuse pattern detectordrop e-commerce order log · detect coupon abuse patterns · runs locally
- refund fraud pattern detectordrop e-commerce refund log · detect serial refunders · runs locally
- loyalty program abuse pattern detectordrop loyalty program activity · detect point farming / sock puppet · runs locally
- gift card fraud bulk load bulk redeem detectordrop gift card transaction set · detect coordinated patterns · runs locally
- synthetic identity creation pattern detectordrop application form set · detect synthetic identity patterns · runs locally
- stolen card bin testing pattern detectordrop payment failure log · detect bin testing patterns · runs locally
- carding marketplace listing correlatordrop card data + carding marketplace listings · correlate exposed cards · runs locally
- bnpl buy now pay later fraud pattern detectordrop bnpl transaction log · detect fraud patterns · runs locally
- return to vendor fraud pattern detectordrop rtv log · detect rtv fraud · runs locally
- first party fraud friendly fraud detectordrop dispute log · detect friendly fraud patterns · runs locally
- account farming pattern detectordrop new account log · detect farming patterns · runs locally
- device fingerprint reuse fraud correlatordrop device fingerprint log · correlate fingerprint reuse across accounts · runs locally
- session replay attack detectordrop session log · detect replay attack patterns · runs locally