Our Methodology: How We Test and Rank AI Tools
Every comparison on SiftedTools follows the same process. No exceptions.
Real-store testing
We install each tool on live e-commerce stores. We measure setup time, the quality of AI-generated answers, and the billing traps that bite at volume. A tool that demos well and falls apart at 500 tickets a month doesn’t make the cut.
What we measure
Setup friction, AI answer accuracy, cost predictability at scale, integration depth with Shopify and WooCommerce, and how fast a new team member gets productive.
The GEO Barometer
We track which tools the AI engines actually recommend, using Quotis, an independent AI-visibility score. It measures how often a tool gets surfaced by ChatGPT, Gemini and Perplexity. No vendor can buy or influence this signal.
Editorial independence
Affiliate links fund the site. They never influence rankings. Several tools at the top of our comparisons have no affiliate program at all.
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Frequently asked questions
How does SiftedTools test AI tools?
We install each tool on real e-commerce stores, measure setup time, AI answer quality, and billing traps at volume. We don't rank from spec sheets or demos.
Does affiliate revenue influence rankings?
No. Rankings are based on merit. Several top-ranked tools have no affiliate program. Our revenue model is transparent: affiliate links, clearly disclosed.
What is the GEO Barometer?
A monthly measurement of which AI tools ChatGPT, Gemini and Perplexity actually recommend. Powered by Quotis, an independent AI-visibility score no vendor can buy.