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G2 recognized Constructor
Constructor

By Constructor.io

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Constructor Demo - Constructor Dashboard
Insights and control for product discovery moments in one intuitive dashboard: Search, Autosuggest, Browse, Recommendations, Collections and Product Finders.
Constructor Demo - Merchant Controls & Intelligence
Leverage advanced predictive analytics with testing capabilities — so your merchandisers can save time and strategically optimize for best results.
Constructor Demo - Collections
Constructor’s purpose-built ecommerce AI optimizes your collection pages by aligning shopper preferences with your most important metrics — so you can deliver a tailored experience that drives more revenue.
Constructor Demo - AI Shopping Assistant
Constructor's AI Shopping Assistant is purpose-built to increase revenue for enterprise ecommerce by giving shoppers an engaging, human-like experience that helps them explore new items they want to purchase.
Explore this insightful conversation where the Constructor team and The Very Group dive into everything from the RFP process to the various A/B tests currently underway.
Play Constructor Video
Explore this insightful conversation where the Constructor team and The Very Group dive into everything from the RFP process to the various A/B tests currently underway.
Are you leaving sales on the table due to a suboptimal search and product discovery experience? Our Search Experience Audit can help you discover algorithmic and UX enhancements that can help you maximize your KPIs.
Play Constructor Video
Are you leaving sales on the table due to a suboptimal search and product discovery experience? Our Search Experience Audit can help you discover algorithmic and UX enhancements that can help you maximize your KPIs.
Constructor's AI Shopping Agent is purpose-built to increase revenue for enterprise ecommerce by giving shoppers an engaging, human-like experience that helps them explore new items they want to purchase.
Play Constructor Video
Constructor's AI Shopping Agent is purpose-built to increase revenue for enterprise ecommerce by giving shoppers an engaging, human-like experience that helps them explore new items they want to purchase.
Constructor’s AI Product Insight Agent (PIA) ensures high-intent shoppers don’t bounce at the finish line — delivering instant, trustworthy answers to their final product questions directly on your Product Detail Pages (PDPs).
Play Constructor Video
Constructor’s AI Product Insight Agent (PIA) ensures high-intent shoppers don’t bounce at the finish line — delivering instant, trustworthy answers to their final product questions directly on your Product Detail Pages (PDPs).
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Constructor Reviews (48)

Reviews

Constructor Reviews (48)

4.7
48 reviews

Pros & Cons

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Mimis S.
MS
Customer Relationship Management & Personalization Specialist
"Comprehensive E-commerce Tool with AI Power, Needs Faster Updates"
What do you like best about Constructor?

I like how Constructor uses AI and machine learning to always show the most relevant results, never showing 'no results' but instead products close to what the user searched for. It creates automatic rules for synonym words and searchandizing based on user behavior, which is really efficient. The analytics are very detailed, providing valuable insights into user journeys and needs, which we use in reports for other departments. I appreciate that after doing some initial work to set the base, the AI takes over from there. I also like the support from the Constructor team. Review collected by and hosted on G2.com.

What do you dislike about Constructor?

The algorithm does not always catch-up fast. So we might see wrong, irrelevant or not complete results for a long period. We also have a problem with transliteration from English to Greek and vice-versa. The thing that Algolia does better however is that any rule I applied would work instantly. In Constructor I have to wait from 5 mins to more than half an hour. Review collected by and hosted on G2.com.

"Smart, Machine-Learning Driven Optimization"
What do you like best about Constructor?

We like how Constructor's search provides better contextual matching to user queries and offers improved ranking of products. We appreciate the advanced machine-learning click-stream analysis, which allows us to optimize the entire site in near real-time. The fact that our A/B tests show Constructor's choices outperform business rule overrides gives us confidence in the system. We also find the simplified interface and the overall machine control approach with click-stream and personalized ranking to be a big improvement over our previous solution. Review collected by and hosted on G2.com.

What do you dislike about Constructor?

Our fast-track implementation did not allow us to utilize the full features of the app, such as fine-tuning facet controls through the dashboard or leveraging features like their collections. Initially, the product recommendations were very poor and this did require more business rules to get it working as we wished. There are several A/B features we wish added, such as sessions, revenue, and orders and the ability to break A/B metrics down by device. Review collected by and hosted on G2.com.

Mark D.
MD
Head of Operations
Mid-Market (51-1000 emp.)
"Massive revenue lift from recommendations + continuous optimisation that empowers our team"
What do you like best about Constructor?

The biggest win for us has been the commercial impact, especially through Recommendations - the revenue lift has been outstanding. We’ve also seen strong results through independent A/B testing, including improvements from recommendation engines and geo-localised ranking, and we’ve almost eliminated zero search results, which has clearly improved the customer experience.

Just as importantly, Constructor feels like a genuine partnership rather than a vendor relationship. The team is highly responsive and easy to work with, always available on Slack, and quick to pull in the right people when needed . That combination of measurable performance impact and a strong working relationship has made a real difference for us. Review collected by and hosted on G2.com.

What do you dislike about Constructor?

Constructor is premium-priced, and while the ROI is clear from our results, the cost means we still have to regularly re-justify it internally

Early in the implementation, Constructor could have had a better understanding of what makes our business unique so they could give us better advice from the outset. That said, we did ultimately get the help we needed, and the team has been highly responsive throughout.

One area that could be improved is visibility into catalogue updates. It’s not always easy to see when and how products have changed, which makes it harder to validate our integration. Review collected by and hosted on G2.com.

Eleni X.
EX
Co-Founder
Enterprise (> 1000 emp.)
Business partner of the seller or seller's competitor, not included in G2 scores.
"Strong Search, Browse, and Guided Discovery at Scale"
What do you like best about Constructor?

Constructor stands out for its powerful search and browse capabilities combined with a high level of configurability. We use search, browse, and quizzes extensively, and they help us deliver relevant, guided product discovery while maintaining full control over merchandising decisions. Review collected by and hosted on G2.com.

What do you dislike about Constructor?

Occasionally, some features take a bit of time to be fully rolled out, but the team is always open to feedback and receptive to our input, which makes the process feel collaborative. Review collected by and hosted on G2.com.

Verified User in Retail
AR
Enterprise (> 1000 emp.)
"Intuitive Design and Effortless Browsing Experience"
What do you like best about Constructor?

The design and the browsing environment, which is intuitive and easy to navigate. Additionally, we receive prompt responses whenever we need assistance or support. Review collected by and hosted on G2.com.

What do you dislike about Constructor?

There are a few minor points regarding date selection, as the option to choose a custom date range is not consistently available across all sections. Also, It would be helpful if data exports were available in a ready-to-use format, so they can be downloaded and used directly without requiring additional processing on our side. Review collected by and hosted on G2.com.

Verified User in Fine Art
TF
Small-Business (50 or fewer emp.)
"Easy tool to configure and integrate"
What do you like best about Constructor?

The javascript API works perfectly, it is easy to configure, understand and use.

Also the way beacon works connecting all properties needed in HTML it is great! Review collected by and hosted on G2.com.

What do you dislike about Constructor?

One point it could have improvements is the way object fields works as facets.

for example if I have different prices for different countries and I store this in a price object with the country code being the key, I would expect to send a facet like `price.US`, but we need to send just `US` and this could conflict with other metadata. Review collected by and hosted on G2.com.

Shahzaib M.
SM
Brand Manager
Mid-Market (51-1000 emp.)
"Improved Search Relevance and Customer Experience"
What do you like best about Constructor?

Constructor excels at delivering personalized search results based on our user activity. It understands customer's intent rather than just terms, substantially simplifying our customers' product discovery process. I particularly like how the real-time merchandising controls allow us to highlight essential products or campaigns without the need for developer support. Review collected by and hosted on G2.com.

What do you dislike about Constructor?

I sometimes feels like driving a high-performance car without a clear map incredibly powerful, but not always easy to navigate at first. A more guided, user-friendly interface would make the experience smoother for me. Review collected by and hosted on G2.com.

Verified User in Apparel & Fashion
IA
Small-Business (50 or fewer emp.)
"Solid e-commerce search tool with smart personalization"
What do you like best about Constructor?

I’ve been really impressed with how Constructor handles search and product recommendations. It actually learns from user behavior and adjusts results in real time, which has helped us boost both engagement and conversions...... I also appreciate how much control it gives our team ....we can fine-tune results when needed (like for sales or seasonal campaigns), but most of the time the AI does a great job on its own Review collected by and hosted on G2.com.

What do you dislike about Constructor?

The only real downside is that it takes a little time to get used to the platform. Some of the setup around ranking rules and reporting isn’t super intuitive at first, so there’s a bit of a learning curve..... But once you're in the flow, it’s pretty smooth. Review collected by and hosted on G2.com.

Nick R.
NR
Engineering Lead
Mid-Market (51-1000 emp.)
"Our search is easily twice as good now we're powered by Constructor"
What do you like best about Constructor?

Working with Constructor has been extremely smooth and well coordinated from the very start.

Highly engauged support team always happy and willing to push the next big thing.

They share our passion in ecommerce and truely want to see us succeed.

Their platform is fast and smart, straight forward documentation and very easy to use APIs. Review collected by and hosted on G2.com.

What do you dislike about Constructor?

Distributed timezones. While we have a local customer success manager, a lot of the tech support is in the US or Europe. (no one works Australian Mondays).

The Proof Schedule felt like it took a long time, but if you convert into a customer they already have you well profiled, so it pays off down the track. Review collected by and hosted on G2.com.

AD
Strategic Operations Manager
Enterprise (> 1000 emp.)
"Incredible team & partners to have for any business!"
What do you like best about Constructor?

Working with Constructor has been a dream. Their UI is very intuitive and easy to use. I feel confident in the partnership as their team is very responsive to our needs and willing to collaborate with us on new initiatives. Every team member has been a pleasure to work with. I love all the features that they offer, and also love that they are constantly adding more based on real customer feedback. Review collected by and hosted on G2.com.

What do you dislike about Constructor?

Honestly, can say that I have not found anything that I dislike about Constructor. Review collected by and hosted on G2.com.

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Constructor Features
Recommendation
Search
Personalization Engine
Indexing
Auto Complete
Product Information
Recommendations
Conversion
Personalization
E-Commerce
PIM
Merchadising
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