Company profile
Constructor
Live profile
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2015
201-500
SAN FRANCISCO, CA
AI Classification
Constructor is an AI-native search and product discovery platform built exclusively for enterprise e-commerce companies, optimizing for revenue, conversion rate, and profit across search, browse, recommendations, and agentic AI touchpoints. It serves global retailers and brands including Sephora, Under Armour, and Petco, powering 322 billion shopping interactions annually.
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Constructor is one of 2,673 B2B companies in the Kustiq directory.
Constructor sits among 26 e-commerce platform companies in our E-commerce directory.
Similar profiles: Invicti, Akeneo, Bugcrowd, and Gorgias.
Both sit in the 201-500 headcount band. See Constructor vs Invicti side by side.
Both sit in the 201-500 headcount band. See Constructor vs Akeneo side by side.
Both sit in the 201-500 headcount band. See Constructor vs Bugcrowd side by side.
How Constructor compares with other E-commerce Platform companies
Constructor is one of 26 E-commerce Platform companies profiled in the Kustiq E-commerce directory, which holds 71 E-commerce companies in total. Every number below is computed from those profiles.
Constructor sits in the 201-500 headcount band. 72% of the 18 segment peers with a known team size are smaller. 11% of those peers share the same band.
The most common tech detections across the 11 peers with a visible stack are Cloudflare (64%), Google Analytics (27%), and Google Tag Manager (18%). Constructor lists none of them.
Among the 8 segment companies with disclosed funding, Growth is the most common stage (75%).
The median founding year across 10 peers with a known founding date is 2016. Constructor was founded in 2015.
Skien is the most common HQ city in this segment, home to 17% of the 6 peers with a known location.
Benchmarks are recomputed from live directory data, so they move as profiles refresh. Counts cover Kustiq-profiled companies, not the whole market.
How this profile was built
- Live web rendering via Browserless headless Chrome, not a stale cached scrape.
- Search intelligence via Serper API across the company site, LinkedIn, press, and GitHub.
- Claude only picks the buckets. It never decides facts.
- 12-factor churn engine. Deterministic score, zero LLM at scoring time.
- SMTP RCPT TO handshake on every contact, at delivery time on full profiles (paid plan).
This profile was built from search coverage across the live web on .
Read the full methodology in our LLM-readable reference or compare against the deterministic-vs-AI framework.
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