State of AI tool landing pages, 2026.
Every AI tool sounds like the next AI tool. We scored the category to find the pages that actually differentiate -- and the patterns most pages share that buyers tune out by the third visit.
Updated continuously · corpus grows every scan
21 pages scored. Here’s the shape.
Where most pages land.
Score distribution across the AI tool cohort. The bulk sits in the 5-7 band; the top decile starts at 7.6+.
Where the category is strong, where it’s not.
Average score per dimension across the cohort. AI tool landing pages leads on Post-click and trails on Message.
Top 10 AI tool pages, scored.
Ranked by Lytms score. Each line is the verdict our scoring agent wrote for that scan. Click through for the full diagnosis.
What most AI tool pages get wrong.
Modules most often flagged across the cohort. Read down the list — if your page is in the category, you probably ship at least one of these.
Where does your page land in this cohort?
Score your homepage in about 2 minutes. Free, one URL. The full read. Every scan goes into the corpus that drives this research.