Tool profile
Object: cost, fit and limits
Constructor is a commerce search and discovery platform made by Constructor Corporation that serves AI-driven search, browse, recommendations, collections and quizzes to large online retailers, and it publishes no prices. Its pages describe agents and a reasoning engine.
What to know first
Constructor groups its products around a Commerce Reasoning Engine that the homepage calls AI-native. Search and Autosuggest, Browse, Recommendations and Collections, and Quizzes all draw on one set of shopper signals. No prices or plans are published; the pricing page returned 404, and setup is stated as eight weeks or less. Expect a sales process rather than a self-serve install.
Object at a glance
| Maker | , |
|---|---|
| Free plan | No |
| Entry price | Quote only |
| API access | No |
| Category | Best AI Product Recommendation Engines in 2026, rank undefined of 10 |
Who Object is best for
Large retailers with merchandisers
Merchant Intelligence Agent explains why a result ranks where it does, which lets merchandising teams audit and adjust outputs instead of guessing.
Catalogs with weak attributes
Attribute Enrichment uses generative AI to improve product and category attributes, which matters when recommendation quality depends on clean, complete catalog data.
Quiz-based selling
Quizzes turn shopper answers into product recommendations, useful for categories where buyers need help choosing between many similar items. The pages read do not say how.
Object plans and pricing
| Plan | Price | What it includes |
|---|---|---|
| Quote only | Custom quote | No plans or prices are published; the vendor's pricing URL returned 404, so every figure comes from a sales conversation. |
| Setup | Eight weeks or less | The homepage states setup in eight weeks or less; no implementation fee or onboarding price is stated on the pages read. |
| Security and compliance | Not priced | The homepage links a Security and Compliance page; no price list was found, and the page itself was not opened for this review. |
Checked recently.
What Object does
- Search and Autosuggest
- Ecommerce search driven by AI and real-time shopper behavior, with autosuggest that updates as the shopper types, sharing signals with the other modules. The vendor does not give latency figures.
- Browse
- Personalized category pages ordered for each shopper, using the same behavior signals as search and recommendations so listings and suggestions stay consistent. The pages read give no sorting rules.
- Recommendations and Collections
- Dynamic, curated product pages and suggestions fed by the same signals as search, so a merchandiser can build a collection page without rewriting rules for each module.
- Quizzes
- Quizzes turn a shopper's answers into product recommendations, which gives guided selling in categories such as skincare or gear where no single filter narrows the choice.
- AI agents
- A Merchant Intelligence Agent explains what drives each result and ranking, an AI Shopping Agent uses natural language, and a Product Insights Agent is also named on the homepage.
How Object handles your data
Constructor's privacy policy names Constructor Corporation as the controller but gives no registered address or country. It states certification to the EU-U.S., UK Extension and Swiss-U.S. Data Privacy Framework. Retention periods are not given; cookie preferences are stored indefinitely and non-personal information may be stored indefinitely. Personal information may be stored and processed in the United States and any other country where Constructor or its providers operate. The policy does not say whether customer data trains models. Footer badges for MACH and SOC carry no named standard in text.
Where Object falls short in practice
- No visible price. Without a published plan or price, a retailer cannot judge fit or budget before a sales call, and the lack of a price list makes comparison with other tools harder.
- Integrations unnamed. The pages read do not name shop-platform connectors; AWS is the only listed partner, so compatibility with Shopify, Magento or others has to be confirmed directly.
- Long setup. The vendor states setup of eight weeks or less, which is longer than app-store installs, so launch dates and seasonal campaigns need to be planned around that.
Works with
Alternatives to Object
Object: common questions
How much does Constructor cost?
No price is published. The pricing URL tried on constructor.com returned a 404, and the homepage shows no plans. Expect a quote based on your catalog and traffic, and ask about implementation work in the same conversation. Plan for a long evaluation.
How long does Constructor take to set up?
The homepage states setup is eight weeks or less. That figure is the vendor's own, so ask for a timeline tied to your catalog size and platform before committing, and for what the team on your side must deliver. That is the stated maximum.
What is the Commerce Reasoning Engine?
The homepage calls it AI-native and says it uses reinforcement learning across touchpoints. The pages read do not name a model or publish benchmark results, so test it on your own queries and catalog before relying on the claims. Ask for a pilot.
Is Constructor certified under the Data Privacy Framework?
The privacy policy states certification to the EU-U.S., UK Extension and Swiss-U.S. Data Privacy Framework. It also says personal information may be processed in the United States and elsewhere, and it gives no single hosting region. Ask for the data processing terms.
Does Constructor offer an API?
The pages read do not state it explicitly. Developer documentation at docs.constructor.com is linked but was not opened, so confirm API access, rate limits and integration options with the vendor before planning a build. The homepage shows no API pricing.