Cassini’s ranking system focuses on factors that actually predict sales:

The bot mimics different web browsers and devices.

: Scripts send high volumes of requests to a specific eBay URL to drive up the visible "view" counter. Social Proof Manipulation

Once eBay suspends your account for manipulation, reinstatement is nearly impossible. You lose your feedback score, seller history, and any built-up trust. Starting over with a new account is against eBay’s terms and likely to get you banned again immediately.

Permanent Suspension: eBay has a "one strike" policy for many types of platform manipulation. Once your seller account is banned, it is notoriously difficult to open a new one.

eBay Bots – The Ultimate Guide to Smart Shopping Automation

While the allure of "gaming the system" is strong, eBay has become highly sophisticated in identifying and neutralizing bot traffic.

Artificially boosting views does not guarantee conversion. If your bot generates 5,000 views but zero purchases, your listing's conversion rate (the ratio of sales to views) will plummet. eBay's search algorithm heavily penalizes listings with low conversion rates, meaning your visibility will actually drop rather than rise. Safer Alternatives to View Bots

The software cycles through different browser identities (Chrome, Safari, Firefox) and device types (mobile, desktop) to mask automated traffic.