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
“Join 200+ brands using Fokal” — its home page
“Read the full Re. story” — its home page
“Compare -> https://recommd.com/compare” — its home page
“…ant uses — turned into a number, a culprit list, and a to-do list. Free audit · $49 one-time full report (90-day monitoring included) · Monitor $19/mo for weekly” — its home page
“AI-powered content engine Your Blog and Podcast, Running on Autopilot” — its home page
“Pricing -> https://autopod.co/en/pricing” — its home page
“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
“…https://www.seoladders.com/alternatives/profound” — its home page
“…https://www.seoladders.com/pricing” — its home page
“Pricing -> https://aivsrank.com/pricing” — its home page
“Starter 1 active project + 50 active prompts $98/mo” — its pricing 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
“MarTech AI Visibility SaaS” — its home page
“QIMA : +25% increase in branded mentions in ChatGPT.” — its home page
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