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Shoppers Who Search on Ecommerce Sites Drive Nearly Half of Online Revenue, According to New Constructor Study

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But search quality matters! Highly attractive results — factoring in shopper context, preferences, history and more — have double the click-through rate of less attractive ones

SAN FRANCISCO, March 6, 2025 /PRNewswire/ — The results of search results are in! Retailers seeking to maximize ecommerce revenue should focus on the search bar, according to a new study from Constructor.

Shoppers who engage with search have an outsized impact on ecommerce revenue — far more than their browsing-only counterparts. This highlights the importance of delivering quality experiences that turn searchers’ high intent into action.

Constructor’s report, “Beyond Relevance: The Data-Backed Case for Attractiveness as the New Standard for Ecommerce Search Performance,” analyzes 609 million online shopper searches — responsible for $9.8 billion in revenue — across 113 global retail sites between October and December 2024.

From click to cart to conversion

Even though searchers make up a minority of site visitors, they have a huge impact on online sales. According to the research, on average:

Searchers make up 24% of ecommerce visitorsYet, they drive 44% of total site revenueThey generate 45% of sites’ add-to-cart activity and 42% of conversionsSearchers convert at 2.5X the rate of non-searchers

“When searchers are shown the right product, they’re much more likely to buy,” Constructor CEO Eli Finkelshteyn said. “Retailers can — and should — capitalize on this by creating prominent, engaging and cohesive search experiences, and serving up results that are meaningful to each individual shopper.”

Driving impact across industries

Search behavior and prevalence vary across retail sectors. For example, general merchandise retailers — whose vast catalogs often contain millions of items — see higher search engagement, as customers navigate the extensive selection. Across all areas of retail, though, searchers consistently drive a disproportionate share of sales.

Health & beauty 

Searchers make up 25% of ecommerce traffic — but drive 55% of add-to-cart activity and 57% of site revenue.Searchers have an add-to-cart rate of 49% (more than double that of non-searchers at 23%) and conversion rate of 17% (nearly triple that of non-searchers at 6%).

Apparel 

Searchers account for 21% of ecommerce traffic — but generate 34% of add-to-cart activity and 33% of site revenue.Searchers have an add-to-cart rate of 37% (vs. non-searchers at 22%) and conversion rate of 13% (more than double that of non-searchers at 6%).

General merchandise

Searchers represent 41% of ecommerce traffic — yet drive 63% of add-to-cart activity and 61% of site revenue.Searchers have an add-to-cart rate of 30% (compared to non-searchers at 21%) and conversion rate of 15% (more than double that of non-searchers at 7%).

Home

Searchers make up 14% of ecommerce traffic — but contribute 39% of add-to-cart activity and 42% of site revenue.Searchers have an add-to-cart rate of 30% (nearly triple that of non-searchers at 11%) and conversion rate of 11% (nearly triple that of non-searchers at 4%).

Specialty & hobby

Searchers represent 26% of ecommerce traffic — yet generate 57% of add-to-cart activity and 49% of site revenue.Searchers have an add-to-cart rate of 25% (more than double that of non-searchers at 12%) and conversion rate of 12% (triple that of non-searchers at 4%).

Serving up relevant-only results won’t do!

Simply having a search engine isn’t enough, though: The quality of the search experience matters.

With 68% of online shoppers stating ecommerce search needs an upgrade — and 42% reporting that results are technically relevant to their queries, but not things they’d want to buy — there’s an opportunity for retailers to do better. The data supports moving beyond “relevance” to “attractiveness” as a primary search metric.

“Returning results that are relevant to the query is just the beginning — the real goal is connecting people to what they actually want to buy,” Constructor CEO Eli Finkelshteyn said. “Let’s say two shoppers go to a site and search for ‘men’s jeans.’ Chances are, though, they’re not looking for the same thing. Yet traditional keyword-based engines don’t distinguish. They match the word ‘jeans’ and deem all types relevant — putting the burden on the shopper to wade through.”

“But by prioritizing attractiveness, retailers can show each person the jeans most likely to appeal to them,” Finkelshteyn continued. “Maybe one person prefers slim fit, dark-wash, premium brands — so those in their size rise to the top of results. Doing this is a win-win: Shoppers have a better experience and find what they want faster, and retailers are more likely to make a sale.”

Constructor’s study shows how attractive search results — which consider an individual’s history, preferences and shopping patterns; in-session context; product performance data; inventory; product and regional seasonality; and more — outperform others:

Double the clicks: Highly attractive results — measured by Constructor as results closely optimized for conversion — have nearly double the click-through rate of those with low attractiveness (those that are less-optimized to drive conversions).Optimization opportunities: For every 1-point increase in a search result’s attractiveness, click-through rates rise nearly 4%. (Constructor’s proprietary scale measures degrees of attractiveness, based on a search result’s probability to convert.)

For more information on optimizing for attractiveness, as well as more data from Constructor’s “Beyond Relevance: The Data-Backed Case for Attractiveness as the New Standard for Ecommerce Search Performance” report, please see http://info.constructor.com/beyond-relevance-report.

About Constructor
Constructor is the only search and product discovery platform tailor-made for enterprise ecommerce where conversions matter. Constructor’s AI-first solutions make it easier for shoppers to discover products they want to buy and for ecommerce teams to deliver personalized experiences in real time that drive impressive results. Optimizing specifically for ecommerce metrics like revenue, conversion rate and profit, Constructor generates consistent $10M+ lifts for some of the biggest brands in ecommerce, such as Sephora, Petco, The Very Group, home24, Grove Collaborative and Fisheries Supply. Constructor is a U.S.-based company that was founded in 2015 by Eli Finkelshteyn and Dan McCormick. For more, visit: constructor.com

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SOURCE Constructor

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DCCM Acquires Dynamic Solutions, LLC Expanding Water Resources Expertise

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DCCM has acquired Dynamic Solutions, LLC, a consulting firm recognized for advanced water resources, hydraulic, and hydrodynamic modeling. Dynamic Solutions expands DCCM’s technical capabilities in water and environmental modeling to better serve complex infrastructure and water-related client needs. Dynamic Solutions, founded in 1996 and offering services including watershed/hydrology studies, sediment transport, water quality, and ecological modeling, will continue operating with its existing leadership and team.

HOUSTON, May 4, 2026 /PRNewswire-PRWeb/ — DCCM, a national provider of design, consulting, and program and construction management professional services, is pleased to announce the acquisition of Dynamic Solutions, LLC, a specialized consulting firm known for advanced water resources, hydraulic, and hydrodynamic modeling.

“This acquisition expands DCCM’s technical capabilities in advanced water and environmental modeling while strengthening our ability to serve clients facing complex infrastructure and water-related challenges,” said James F. (Jim) Thompson, PE, Chairman and CEO of DCCM.

Founded in 1996, Dynamic Solutions is nationally recognized for its expertise in hydraulic and hydrodynamic modeling, watershed and hydrology studies, sediment transport, water quality, and ecological modeling. The firm supports clients across federal, state, and local markets, as well as select technical advisory engagements, delivering analytical solutions for complex water and environmental challenges.

Dynamic Solutions operates from offices in Knoxville, Tennessee; Baton Rouge, Louisiana; Columbus, Mississippi; and Hamilton, Ohio, supporting projects nationwide.

“This acquisition expands DCCM’s technical capabilities in advanced water and environmental modeling while strengthening our ability to serve clients facing complex infrastructure and water-related challenges,” said James F. (Jim) Thompson, PE, Chairman and CEO of DCCM. “Dynamic Solutions brings a depth of expertise and a reputation for technical excellence that aligns well with our long-term growth strategy.”

Dynamic Solutions will continue to operate with its existing leadership and team, maintaining its specialized service offerings and longstanding client relationships.

“Joining DCCM allows us to build on the outstanding work our team is known for while gaining access to broader resources and a national platform,” said Julie Wallen of Dynamic Solutions. “We look forward to continuing to deliver the same high level of service to our clients as part of the DCCM organization.”

About Dynamic Solutions, LLC

Dynamic Solutions, LLC is a consulting firm specializing in hydraulic and hydrodynamic modeling, watershed and hydrology studies, sediment transport, water quality, and ecological modeling. Founded in 1996, the firm serves public sector and institutional clients across the United States.

About DCCM

DCCM is a provider of design, consulting, and program and construction management professional services focused on infrastructure across the public and private sectors. Through a national platform, DCCM serves a diverse range of end markets.

DCCM is a portfolio company of Court Square Capital Partners.

For more information, please visit www.dccm.com.

Media Contact

Jessica Steglich, DCCM, 1 7138749162, marketing@dccm.com, dccm.com

View original content:https://www.prweb.com/releases/dccm-acquires-dynamic-solutions-llc-expanding-water-resources-expertise-302760882.html

SOURCE DCCM

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Modine to Participate in Upcoming Oppenheimer Virtual Conference on May 5, 2026

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RACINE, Wis., May 4, 2026 /PRNewswire/ — Modine (NYSE: MOD), a diversified global leader in thermal management technology and solutions, announced today that it will participate in the Oppenheimer 21st Annual Industrial Growth Conference on Tuesday, May 5, 2026.

Neil D. Brinker, Modine President and Chief Executive Officer, and Michael B. (Mick) Lucareli, Executive Vice President and Chief Financial Officer, will participate in a virtual fireside chat during the conference on Tuesday, May 5, 2026, at 1:30 p.m. Eastern time (12:30 p.m. Central Time).

Live webcasts of the event will be available in the Investor Relations section of Modine’s website www.modine.com. Recordings of the events will be available for 365 days following the webcast.

About Modine
For more than 100 years, Modine has solved the toughest thermal management challenges for mission-critical applications. Our purpose of Engineering a Cleaner, Healthier World™ means we are always evolving our portfolio of technologies to provide the latest heating, cooling, and ventilation solutions. Through the hard work of more than 11,000 employees worldwide, our Climate Solutions, Data Centers, and Performance Technologies segments advance our purpose with systems that improve air quality, reduce energy and water consumption, lower harmful emissions, and enable the transition to a more sustainable future. Modine is a global company headquartered in Racine, Wisconsin (U.S.), with operations in North America, South America, Europe, and Asia. For more information about Modine, visit modine.com.

Investor Contact
Kathleen Powers
(262) 636-1687
kathleen.t.powers@modine.com

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SOURCE Modine

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Blaize and Winmate Sign Strategic Partnership Agreement to Bring AI to Rugged Systems for Defense and Critical Infrastructure

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Joint solutions combine Blaize’s energy-efficient and industrial-grade AI chips with Winmate’s rugged platforms – including drones, handhelds, vehicle-mounted units, and embedded edge devices used by defense, border security, maritime, and healthcare operators.

TAIPEI and EL DORADO HILLS, Calif., May 4, 2026 /PRNewswire/ — Blaize Holdings, Inc. (Nasdaq: BZAI, Nasdaq: BZAIW) (“Blaize,” the “Company,” “we,” “our,” or “us”), and Winmate Inc., a publicly traded company in Taiwan, today announced they have signed a Strategic Partnership Agreement (“Agreement”) with an intent to close approximately $15 million in business during the first year. The two companies will integrate Blaize’s AI chips into Winmate’s rugged systems, including drones, handhelds, vehicle-mounted units, and embedded devices that have to keep working in the field, often in places where regular hardware can’t survive.

The companies expect the Agreement to be the start of a much larger, multi-year relationship.

Why this partnership matters

Most AI today runs in large data centers rather than at the edge, where decisions must be made in real time. This model is often impractical for soldiers at remote posts, Coast Guard crew at sea, or medics in field clinics. They often don’t have a reliable network connection, and even when they do, they can’t afford to wait for an application to respond from halfway across the globe.

That’s the gap Blaize and Winmate intend to address through this partnership. Blaize’s chips were designed to industrial grade specifications and run AI directly on the device, with no cloud dependency. Winmate’s systems are purpose-built to perform in extreme environments, including heat, cold, dust, vibration, and rough handling. Together, they deliver real-time AI capabilities exactly where it’s needed, whether in drones, field units, the patrol vehicles, or diagnostic devices.

A fast-growing market

Demand for on-device AI is accelerating. According to BCC Research[1], the global edge AI market is projected to grow from $11.8 billion in 2025 to $56.8 billion by 2030, a 36.9% compound annual growth rate. Defense agencies, governments, hospitals, ports, and critical infrastructure operators all demand AI that can run securely on their equipment, without sending sensitive data over public networks.

From the leaders

“Our customers can’t wait, and they often can’t rely on the cloud. They need AI that runs where the work happens. Winmate makes some of the most capable rugged systems in the industry, and our chips are designed to run AI inside exactly those kinds of devices. This partnership turns a years-long vision into a practical, deployable answer for defense and critical infrastructure operators,” said Dinakar Munagala, CEO of Blaize, Inc.

“Our platforms are deployed on naval vessels, in border outposts, on industrial sites, and in disaster zones – environments where most hardware fails. With Blaize, we can now deliver those same systems with on-device AI built in, giving customers real-time intelligence wherever they operate,” said Ken Lu, Chairman and CEO of Winmate Inc.

Target applications

Border security and surveillance: Real-time threat detection and perimeter monitoringMobile command and control: On-site intelligence and situational awareness for field teamsDrones and unmanned systems: Autonomous navigation and mission execution for UAVs and ground vehiclesCritical infrastructure: Continuous monitoring and predictive analytics for power, ports, and transportationMaritime domain awareness: Vessel tracking and anomaly detection at seaField healthcare: Portable diagnostics and decision support in remote and disaster environments

Deal at a glance

First-year revenue: the parties intend to work in good faith to close approximately $15 million in business, expected to scale meaningfully in subsequent yearsTerm: Three-year initial term, with automatic renewalNext steps: Joint engineering, sales, and marketing execution to bring integrated systems to market, with additional opportunities to be added through follow-on programs

[1] BCC Research, “Global Edge AI Market,” October 2025

About Blaize, Inc.

Blaize delivers a programmable AI platform, purpose-built for AI inference workloads in real-world environments. Its Hybrid AI architecture combines the Blaize GSP (Graph Streaming Processor) with GPU-based infrastructure, enabling AI inference workloads to run across edge, cloud, and data center. Blaize solutions support computer vision, multimodal AI, and sensor-driven applications across smart cities, industrial automation, telecommunications, retail, logistics, and defense. Blaize is headquartered in El Dorado Hills, California, with a global presence across North America, Europe, the Middle East, and Asia. Visit www.blaize.com or follow us on LinkedIn @blaizeinc.

About Winmate Inc.

Winmate Inc. is a publicly traded global leader in rugged computing systems, delivering industrial-grade platforms – including handhelds, tablets, vehicle-mounted units, panel PCs, and embedded modules – for demanding environments across defense, transportation, energy, healthcare, and industrial markets.

Cautionary Statement Regarding Forward Looking Statements

This press release contains forward-looking statements within the meaning of Section 27A of the U.S. Securities Act of 1933, as amended (the “Securities Act”), and Section 21E of the U.S. Securities Exchange Act of 1934, as amended (the “Exchange Act”) that are based on beliefs and assumptions and on information currently available to Blaize, including expectations and scope of customer contracts, including the Strategic Partnership Agreement with Winmate, the potential value and the timing of revenue pursuant to such contracts, preliminary estimates of results of operations and guidance on results for future periods, the industry in which Blaize operates, market opportunities, and product offerings. In some cases, you can identify forward-looking statements by the following words: “may,” “will,” “could,” “would,” “should,” “expect,” “intend,” “plan,” “anticipate,” “believe,” “estimate,” “predict,” “project,” “potential,” “continue,” “ongoing,” “target,” “seek” or the negative or plural of these words, or other similar expressions that are predictions or indicate future events or prospects, although not all forward-looking statements contain these words. Forward-looking statements are predictions, projections and other statements about future events that are based on current expectations and assumptions and, as a result, are subject to risks and uncertainties. Many factors could cause actual future events to differ materially from the forward-looking statements in this document, including but not limited to those factors discussed under the heading “Risk Factors” in our Annual Report on Form 10-K filed with the Securities and Exchange Commission (“SEC”) on March 24, 2026, and other documents filed by Blaize from time to time with the SEC. These filings identify and address other important risks and uncertainties that could cause actual events and results to differ materially from those contained in the forward-looking statements. Forward-looking statements speak only as of the date they are made. Readers are cautioned not to put undue reliance on forward-looking statements, and Blaize assumes no obligation to update or revise these forward-looking statements, whether as a result of new information, future events, or otherwise, except as required by law, including the securities laws of the United States and the rules and regulations of the SEC. Blaize does not give any assurance that it will achieve its expectations.

Blaize Contact

press@blaize.com
www.blaize.com 

Investors

ir@blaize.com
www.blaize.com 

Winmate Inc.

Liu, Chih-Yuan
Tel: +886-2-8511-0288
Email: spokesman1@winmate.com.tw
https://www.winmate.com/ 

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SOURCE Blaize Inc.

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