Cars.com

slug: cars-com

vertical: automotive

tier: hard

difficulty_label: Hard target

vendors_observed: Cloudflare (Bot/Challenge)

signals_observed: cf challenge platform

reviewed: July 2026


Carvana

slug: carvana


Autotrader

slug: autotrader

tier: medium

difficulty_label: Moderate

vendors_observed: Akamai (CDN/WAF)

signals_observed: akamai edge


Leboncoin

slug: leboncoin

vertical: classifieds

vendors_observed: DataDome

signals_observed: x-datadome header


Craigslist

slug: craigslist

vendors_observed: hCaptcha

signals_observed: hcaptcha on page


Crunchbase

slug: crunchbase

vertical: data

vendors_observed: Cloudflare (CDN/WAF)


Uber Eats

slug: uber-eats

vertical: food-delivery


DoorDash

slug: doordash


Glassdoor

slug: glassdoor

vertical: jobs


Indeed

slug: indeed


ZipRecruiter

slug: ziprecruiter


Allegro

slug: allegro

vertical: marketplace


Cdiscount

slug: cdiscount


Depop

slug: depop


Etsy

slug: etsy


Mercari

slug: mercari


Otto

slug: otto

vendors_observed: Kasada

signals_observed: kasada token


AliExpress

slug: aliexpress


Amazon

slug: amazon

vendors_observed: AWS WAF

signals_observed: aws-waf token


eBay

slug: ebay


Grailed

slug: grailed


Rakuten

slug: rakuten


Temu

slug: temu


Skillshare

slug: skillshare

vertical: other


Udemy

slug: udemy


Idealista

slug: idealista

vertical: real-estate


realestate.com.au

slug: realestate-com-au

vendors_observed: Kasada | Akamai (CDN/WAF)

signals_observed: x-kpsdk header | akamai edge


Realtor.com

slug: realtor-com

signals_observed: x-kpsdk header


Trulia

slug: trulia

vendors_observed: PerimeterX / HUMAN

signals_observed: px cookie


Zoopla

slug: zoopla


Apartments.com

slug: apartments-com


Domain

slug: domain


Funda

slug: funda

vendors_observed: Akamai (CDN/WAF) | reCAPTCHA

signals_observed: akamai edge | recaptcha on page


Resy

slug: resy

vertical: reservations

vendors_observed: Imperva (Incapsula) | reCAPTCHA

signals_observed: incapsula cookie/resource | recaptcha on page


Chewy

slug: chewy

vertical: retail


Currys

slug: currys


Fnac

slug: fnac

vendors_observed: DataDome | Akamai (CDN/WAF)

signals_observed: x-datadome header | akamai edge


Gap

slug: gap

vendors_observed: Akamai Bot Manager

signals_observed: akamai bot cookie (_abck/bm_sz)


Home Depot

slug: home-depot

vendors_observed: PerimeterX / HUMAN | Akamai (CDN/WAF)

signals_observed: perimeterx asset | akamai edge


MediaMarkt

slug: mediamarkt


Nike

slug: nike

signals_observed: kasada token | akamai edge


Overstock

slug: overstock


Petco

slug: petco


QVC

slug: qvc


Sam's Club

slug: sam-s-club


Sephora

slug: sephora


SSENSE

slug: ssense


Target

slug: target


Uniqlo

slug: uniqlo


Walgreens

slug: walgreens


Walmart

slug: walmart


Walmart Canada

slug: walmart-canada

signals_observed: px cookie | akamai edge


Wayfair

slug: wayfair

vendors_observed: PerimeterX / HUMAN | Cloudflare (CDN/WAF)

signals_observed: px cookie | cf-ray/__cf_bm


Zara

slug: zara


Adidas

slug: adidas


Argos

slug: argos


ASOS

slug: asos


Carrefour

slug: carrefour


Costco

slug: costco

vendors_observed: Akamai (CDN/WAF) | Queue-it

signals_observed: akamai edge | queue-it waiting room


CVS

slug: cvs

signals_observed: akamai edge


Groupon

slug: groupon


H&M

slug: h-m


Kohl's

slug: kohl-s


Lowe's

slug: lowe-s


Lululemon

slug: lululemon


Macy's

slug: macy-s


Newegg

slug: newegg


SHEIN

slug: shein


Tesco

slug: tesco


Ulta Beauty

slug: ulta-beauty


Capterra

slug: capterra

vertical: reviews

signals_observed: cf challenge platform


vendors_observed: DataDome | Cloudflare (Bot/Challenge)

signals_observed: x-datadome header | cf challenge platform


Yelp

slug: yelp

signals_observed: x-datadome header


END. Clothing

slug: end-clothing

vertical: sneakers


GOAT

slug: goat

vendors_observed: Cloudflare (Bot/Challenge)


StockX

slug: stockx

vendors_observed: PerimeterX / HUMAN | Cloudflare (Bot/Challenge)

signals_observed: perimeterx asset | cf challenge platform


LinkedIn

slug: linkedin

vertical: social

vendors_observed: PerimeterX / HUMAN | Cloudflare (CDN/WAF) | reCAPTCHA

signals_observed: perimeterx asset | cf-ray/__cf_bm | recaptcha on page


Snapchat

slug: snapchat

vendors_observed: hCaptcha

signals_observed: hcaptcha on page


TikTok

slug: tiktok

vendors_observed: Akamai (CDN/WAF) | hCaptcha

signals_observed: akamai edge | hcaptcha on page


X (Twitter)

slug: x-twitter

vendors_observed: Cloudflare (CDN/WAF)


SeatGeek

slug: seatgeek

vertical: tickets

vendors_observed: DataDome


Vivid Seats

slug: vivid-seats


AXS

slug: axs


Live Nation

slug: live-nation

vendors_observed: Queue-it

signals_observed: queue-it waiting room


Expedia

slug: expedia

vertical: travel


Hotels.com

slug: hotels-com


Priceline

slug: priceline


Skyscanner

slug: skyscanner

vendors_observed: PerimeterX / HUMAN

signals_observed: px cookie


Southwest Airlines

slug: southwest-airlines


Trivago

slug: trivago


Vrbo

slug: vrbo


Agoda

slug: agoda

vendors_observed: Akamai (CDN/WAF)


Airbnb

slug: airbnb


United Airlines

slug: united-airlines