Semantic Alternatives to alchemy.com
The 5 domains with the closest mathematical content footprint
#1
stripe.com
Financial infrastructure for accepting payments and offering financial services
stripe.com shares a moderate semantic overlap (41%) with alchemy.com. Its ACRI score of 49 indicates moderate AI-readiness.
49
#2
shopify.com
E-commerce platform for online and in-person sales, including store creation, inventory management, and marketing tools.
shopify.com shares a partial semantic overlap (38%) with alchemy.com. Its ACRI score of 57 indicates moderate AI-readiness.
57
#3
ashurst.com
Legal services for outpacing change
ashurst.com shares a partial semantic overlap (32%) with alchemy.com. Its ACRI score of 76 indicates good AI-readiness.
76
#4
affinitycu.ca
Personal & Business Banking, Loans, Mortgages, Investment Solutions
affinitycu.ca shares a partial semantic overlap (30%) with alchemy.com. Its ACRI score of 75 indicates good AI-readiness.
75
#5
amplitude.com
amplitude.com shares a partial semantic overlap (29%) with alchemy.com. Its ACRI score of 44 indicates moderate AI-readiness.
44
📐 How Semantic Similarity Works
We compute a TF-IDF centroid vector from each domain’s crawled pages (up to 1,000 per domain). The centroid represents the “semantic soul” of the website — the mathematical average of all its content. We then measure cosine similarity between centroids to find the closest alternatives. Higher overlap means the two sites cover the same topics with similar depth.
📊 Want deeper insights?
Compare alchemy.com head-to-head with any alternative, or run a full AI-readiness audit.
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