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Constructor

Our score 78.3 / 100

AI product-discovery platform that personalizes search, browse and recommendations for large retailers such as Sephora and Petco.

Best for
Large retailers' search and discovery
Pricing
Custom quote
Price
Custom quote

What Constructor does

Constructor personalizes onsite search, category pages and recommendations using shopper behavior, and adds AI shopping agents and merchandiser tools. It names clients including Sephora, Under Armour, REI and Petco (13% conversion lift) and says it is a 2026 Gartner Magic Quadrant Leader. It reports a 4.8 G2 rating on its own site; pricing is by quote.

Pricing

Pricing modelCustom quote
Starting priceCustom quote

From Constructor's public pricing. Confirm current rates on their site.

Pros and cons

Pros
  • Big-name retail clients
  • Petco +13% conversion case
  • Analyst-recognized leader
Cons
  • No public pricing
  • Aimed at large catalogs

Key features

Personalized search and browseRecommendationsAI shopping agentMerchandising tools

Ratings

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Where Constructor ranks

Ranking badges for Constructor

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Top 10 Ecommerce Search ToolsTOP10Top 10 Ecommerce Search ToolsBESTADAGENCY · 2026

Constructor FAQs

What is Constructor?

Constructor is an AI product-discovery platform that personalizes search, browse and recommendations for large retailers such as Sephora and Petco. Core services: Personalized search and browse, Recommendations, AI shopping agent, Merchandising tools.

How much does Constructor cost?

Constructor uses custom quote pricing and quotes on request. Prices come from public pricing pages; confirm current rates before you sign.

Who is Constructor best for?

Constructor is best for large retailers' search and discovery.

What are the pros and cons of Constructor?

Pros: big-name retail clients; petco +13% conversion case; analyst-recognized leader. Cons: no public pricing; aimed at large catalogs.

What are the best Constructor alternatives?

BestAdAgency ranks Constructor #3 in Ecommerce Search Tools, #6 in Ecommerce Personalization Software. Each of those lists compares Constructor with its closest alternatives on results, specialty fit, pricing transparency and reviews.

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