You are sizing up a market. These filters come from what each product claims about itself: how it positions itself, what it charges, who it names as an alternative, what proof it publishes.
Positions against SEMrush
“How is SEORCE different from Ahrefs or SEMrush?” — its home page
“SEORCE - AI-Powered SEO Platform” — its home page
“39 specialized agents check 150+ signals” — its home page
“Buy now -> https://kinetixseo.com/buy” — its home page
“The trusted SEO partner for 49 enterprises” — its home page
“$ 49 /mo” — its home page
“130+ free tools that run entirely in your browser.” — its launch post
“A real customer's site — Carmen, a photographer. Already well built, yet no AI engine could cite her. Here's what Citeable changed, in one pass.” — its home page
“€99 / month subscription, cancel anytime” — its home page
“Pricing -> https://bfeai.com/pricing/” — its home page
“Lite $49 /Month Essential marketing & analytics tools for small teams and early-stage” — its pricing page
“Pixis Visibility is an AI search and SEO visibility platform.” — its home page
“What We Learned from Over $1.8B in Ad Spend on Google & Meta” — its home page
“527% Growth in customers arriving via AI search referrals in 2025” — its home page
“$29 /month” — its home page
“CrawlWeb is an AI-powered SEO platform that helps businesses analyze, optimize, and grow their websites with Google Search Console insights and AI Growth Reports.” — its launch post
“Pricing -> https://crawlweb.app/pricing” — its home page
“4.9 /5 Form 10,000+ happy customers” — its home page
“Pricing -> https://siteup.ai/pricing” — its home page
“3X More qualified leads from AI referred traffic within 90 days” — its home page
“We had no idea ChatGPT wasn't mentioning us at all until Upranke showed us the data. Within six weeks of fixing our content structure, we started appearing in AI answers for three of our core service categories.” — its home page
“Comparisons -> https://aeoeye.com/vs” — its home page
“Pricing -> https://aeoeye.com/pricing” — its home page
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