Constructor logo

Constructor

Ecommerce product search and discovery that increases revenue, conversions, and profit.

1344 employees · est. 2015 · San Francisco, United States

VS
Lipscore logo

Lipscore

The Real Reviews Platform — powering trust and visibility in ecommerce and AI commerce.

47 employees · est. 2015 · Oslo, Norway

Constructor is the larger of the two.

Side-by-Side Comparison

Constructor Lipscore
Founded
2015 2015
Headquarters
San Francisco, United States Oslo, Norway
Employees
1344 larger 47
Industry
AI, Internet, SaaS E-Commerce, Marketing
Funding Stage
Series B Unknown
Total Funding
$86.10M $6.00M
Funding Rounds
5 1
Services
AI Shopping Agent, Product Insights Agent, Search & Autosuggest, Browse, Recommendations, Retail Media, Collections, Quizzes, Cross-Channel & Offsite Discovery, Merchant Intelligence Agent, Attribute Enrichment, Merchandiser Controls Product Reviews, Service Reviews, Lipscore Analytics, Customer Success Support, Seamless Integrations
Target Customers
B2B ecommerce companies, B2C ecommerce retailers, Fashion & Apparel sectors, Grocery retailers, Furniture & Home Goods stores, Department & General Merchandise retailers e-commerce businesses, retail companies, global brands, service providers
Taxonomy
Ecommerce, Product Discovery, Search Optimization, Personalization, AI Shopping Agents, Generative AI, Collaborative Personalization, Natural Language Processing, Revenue Optimization, Retail Technology, Enterprise Solutions, Cloud-based Solutions, Guided Selling Verified Reviews, Trust Signals, AI Commerce, Ecommerce Enhancement, Product Feedback, Customer Insights, SEO Optimization, Retail Solutions, Reputation Management, Multilingual Support, Consumer Trust, Data Ownership, Conversion Rate Optimization, Customer Experience Management, Omnichannel Retail
Website
constructor.io lipscore.com
Constructor logo

About Constructor

Constructor, founded in 2015 and headquartered in the United States, is the only search and discovery platform exclusively designed for ecommerce. Featuring a slogan "Ecommerce product search and discovery that increases revenue, conversions, and profit," the company leverages AI and Machine Learnin...

Lipscore logo

About Lipscore

Lipscore, founded in 2015 and headquartered in Norway, is emerging as a pivotal player in the E-Commerce and Marketing industries. Known as "The Real Reviews Platform," Lipscore specializes in enhancing trust and visibility in both traditional and AI-driven commerce such as ChatGPT Instant Checkout....

We will tell you when either one moves

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Funding, hiring, leadership and stack changes at Constructor and Lipscore — by email.

Frequently Asked Questions

Constructor — Ecommerce product search and discovery that increases revenue, conversions, and profit.. Lipscore — The Real Reviews Platform — powering trust and visibility in ecommerce and AI commerce.. Both companies operate in related markets but may differ in funding stage, team size, and product focus.
Constructor has raised $86.10M while Lipscore has raised $6.00M.
Constructor and Lipscore operate in overlapping markets and are frequently compared. Track both companies on Bounce Watch to monitor their growth signals in real time.

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Compiled from the BounceWatch company index. We last looked at Constructor on 9 Jun 2026, and Lipscore on 8 Apr 2026. Where a field is blank here, it means we have not recorded it — not that the answer is zero. How we source and date this.

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