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Tools/Constructor.io/vs Nosto
Constructor.io

Constructor.io

ai-commerce
vs
Nosto

Nosto

ai-commerce

Constructor.io vs Nosto — Comparison

15 integrations10 featuresSeries B
15 integrations10 featuresVenture (Round not Specified)
The Bottom Line

Nosto and Constructor.io are leading ai-commerce tools, each excelling in specific features. Nosto is esteemed for its advanced personalization and merchandising capabilities, enhancing customer experience, whereas Constructor.io specializes in improving e-commerce search and product discovery. Both tools are recognized for their positive impact on user conversion and sales metrics.

Best for

Constructor.io is the better choice when search optimization and product discovery are your priorities, ideal for engineering teams looking to leverage AI for better search results and conversion rates.

Best for

Nosto is the better choice when your primary goal is to boost client engagement through personalized merchandising and recommendations, especially suited for ecommerce teams focused on marketing and customer loyalty.

Key Differences

  • 1.Nosto excels in AI-powered personalization and is notably praised for boosting conversion rates, while Constructor.io focuses on enhancing search functionalities and product discovery.
  • 2.Constructor.io has more funding, with $91.1M in Series B, compared to Nosto's $68.7M from an unspecified venture round, indicating a larger scale of investment.
  • 3.Nosto integrates with a wide array of ecommerce platforms such as Shopify, Magento, WooCommerce, and email platforms like Klaviyo, while Constructor.io offers custom API integrations and advanced analytics support like Google Analytics.
  • 4.Nosto's pricing is based on contracts with tiered options, making it potentially more flexible but perceived as expensive for smaller businesses, whereas Constructor.io follows a subscription model, also raising pricing concerns for smaller teams.
  • 5.Constructor.io has a larger team size with ~1300 employees compared to Nosto’s ~300, which may impact speed of innovation and customer support capabilities.

Verdict

For businesses that prioritize personalized marketing and client engagement enhancement, Nosto is a compelling choice, owing to its extensive feature set tailored to boost conversion and loyalty. Conversely, Constructor.io stands out for enterprises focusing on search optimization and product discovery, offering advanced AI solutions tailored to improve those specific KPIs. Consider your primary objectives and team capabilities when selecting between these mission-driven solutions.

Overview
What each tool does and who it's for

Constructor.io

The only site search and product discovery built for ecommerce KPIs. Delivering superior experiences with AI, NLP, data and personalization.

Constructor.io is praised for its advanced AI capabilities, particularly in enhancing search functionalities and providing personalized product recommendations. Users commend it for improving search experiences and conversions within e-commerce platforms. However, some users express concerns over pricing, suggesting it may be on the higher side for smaller businesses. Overall, Constructor.io maintains a strong reputation for its robust features and positive impact on user engagement and sales.

Nosto

Boost sales and loyalty with Nosto’s AI-powered ecommerce personalization, merchandising, and search tools.

Nosto garners positive feedback for its robust AI capabilities in personalizing e-commerce experiences, which users find effective and beneficial for increasing engagement and conversions. However, there are limited mentions of pricing sentiments, making it difficult to determine user satisfaction in terms of cost versus value. Its overall reputation is solid, often praised for its easy integration and comprehensive support. The consistent references on platforms like YouTube highlight its popularity in the e-commerce space.

Key Metrics
1
Mentions (30d)
—
Mention Velocity
How discussion volume is trending week-over-week

Constructor.io

Not enough data

Nosto

Not enough data
Where People Discuss
Mention distribution across platforms

Constructor.io

YouTube
83%
Reddit
17%

Nosto

YouTube
100%
Community Sentiment
How developers feel about each tool based on mentions and reviews

Constructor.io

0% positive100% neutral0% negative

Nosto

0% positive100% neutral0% negative
Pricing

Constructor.io

subscription + tiered

Nosto

contract + tiered
Use Cases
When to use each tool

Constructor.io (4)

AI Shopping AgentSearch BrowseEmail RecommendationsMerchant Intelligence Agent (Beta)

Nosto (8)

Enhancing customer engagement through personalized product recommendationsImproving conversion rates with tailored on-site search resultsIncreasing average order value via post-purchase upsell strategiesOptimizing category merchandising to reflect customer preferencesConducting A/B testing to refine personalization strategiesUtilizing intent-rich data to anticipate customer needsStreamlining the shopping experience with user-friendly interfacesProviding exceptional customer support to enhance user satisfaction
Features

Only in Constructor.io (10)

AI Shopping AgentsAI Shopping AgentProduct Insights AgentOnsite Shopper ExperiencesSearch BrowseRecommendationsRetail MediaCollectionsOffsite Shopper ExperiencesEmail Recommendations

Only in Nosto (10)

Product Experience CloudContent Experience Cloud100s+ robust integrationsPredictive AISemantic AIVisual AIGenerative AIWhat is an agentic Commerce Experience Platform?What is Nosto used for?How much does Nosto cost?
Integrations

Shared (13)

ShopifyMagentoBigCommerceWooCommerceSalesforce Commerce CloudWixPrestaShopGoogle AnalyticsFacebook AdsKlaviyoMailchimpZapierStripe

Only in Constructor.io (2)

Custom API IntegrationsPayPal

Only in Nosto (2)

SquarespaceInstagram Shopping
Product Screenshots

Constructor.io

Constructor.io screenshot 1Constructor.io screenshot 2Constructor.io screenshot 3

Nosto

Nosto screenshot 1Nosto screenshot 2Nosto screenshot 3Nosto screenshot 4
Top Community Mentions
Highest-engagement mentions from the community

Constructor.io

Constructor.io AI

Constructor.io AI

YouTubeneutral source

Nosto

Nosto AI

Nosto AI

YouTubeneutral source
Company Intel
information technology & services
Industry
information technology & services
1,300
Employees
300
$91.1M
Funding
$68.7M
Series B
Stage
Venture (Round not Specified)
Supported Languages & Categories

Shared (4)

AI/MLSecurityAnalyticsDeveloper Tools
Frequently Asked Questions
Is Nosto or Constructor.io better for boosting conversion rates?▼

Nosto is generally better for boosting conversion rates through personalized merchandising and recommendations.

How does Nosto pricing compare to Constructor.io?▼

Nosto uses a contract-based tiered pricing which can be expensive for smaller businesses, while Constructor.io uses subscription-tiered pricing, which may also be high for smaller businesses.

Which has better community support, Nosto or Constructor.io?▼

Both have strong community support, but Constructor.io may have an edge due to its larger team size, potentially leading to quicker innovations and support responses.

Can Nosto and Constructor.io be used together?▼

Yes, they can potentially be used together as they provide complementary functionalities in ecommerce personalization and search optimization.

Which is easier to get started with, Nosto or Constructor.io?▼

Nosto may have a slightly steeper learning curve due to its comprehensive feature set, whereas Constructor.io might be more straightforward for teams focusing on search-specific optimizations.

View Constructor.io Profile View Nosto Profile