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NORTH AMERICAN MANUFACTURERS BEGIN STOCKPILING TO BUFFER AGAINST TARIFFS WHILE ASIAN SUPPLIERS RECORD RENEWED GROWTH AS CHINESE MANUFACTURING REBOUNDS, DRIVEN BY STIMULUS AND EXPORTS: GEP GLOBAL SUPPLY CHAIN VOLATILITY INDEX

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Increased safety stockpiling reported by North American manufacturers, led by the U.S., as firms anticipate higher imported costsAsian factories’ purchasing of inputs rises at the fastest rate in three-and-a-half years as firms, particularly in China, ramp up production to meet stronger orders, reflecting domestic stimulus measures and advanced buying ahead of possible tariffsBy contrast, Europe’s industrial recession worsens in November, in large part due to Germany’s deepening manufacturing downturn

CLARK, N.J., Dec. 16, 2024 /PRNewswire/ — The GEP Global Supply Chain Volatility Index — a leading indicator tracking demand conditions, shortages, transportation costs, inventories and backlogs based on a monthly survey of 27,000 businesses — signaled the smallest level of spare capacity in global supply chains since June in November, as the index rose to -0.20, from -0.39 previously.

Driving this increase was Asia, as suppliers to the region reported stretched capacity for the first time since July. This was caused by a surge in procurement activity by manufacturers in the continent, and especially China, as new orders rebounded sharply. This could reflect greater production requirements stemming from domestic stimulus measures, as well as from international clients, who may be stockpiling to mitigate the risk of higher import costs under the Trump administration.  Only India reported a greater rise in raw material purchases than China in November. Preparations to ramp up production further were evidenced by our data showing factory procurement activity across Asia rising at its fastest pace for three-and-a-half years.

Indeed, in North America, reports of safety stockpiling were at their most pronounced since July, highlighting how procurement managers have already implemented changes to their inventory strategies as a result of the incoming US administration’s public commitment to impose significant tariffs. Subsequently, a pickup in activity across North American supply chains resulted in fewer vendors with idle capacity. In fact, our index tracking the region’s supply chain activity hit a four-month high in November.

Meanwhile, in Europe, suppliers feeding this part of the world saw spare capacity rise further — a contrast to elsewhere — primarily because of the continent’s worsening industrial recession. Factories went deeper into retrenchment mode, according to our data, as demand for inputs from manufacturers here was its weakest since December 2023. Germany continues to be at the forefront of this prolonged and significant slowdown.

“In November, U.S. manufacturers, particularly in the consumer goods sector, increased their safety stocks to help blunt any immediate tariff increases,” said John Piatek, vice president, GEP. “In contrast, Chinese manufacturers are getting busier as a result of government stimulus and growth in exports, led by automotives and technology products. Strategically, many global companies have a wait-and-hope approach, while simultaneously planning to remake their global supply chains to respond to a tariff and trade war in 2025 and beyond.”

NOVEMBER 2024 KEY FINDINGS

DEMAND: Demand for raw materials, commodities and components is rising after a sustained period of weakness. Although our tracker remains slightly below its long-term average, it picked up again in November. This was principally driven by Asia, as procurement activity surged due to companies, particularly in China, preparing to ramp up production to meet new orders from clients.INVENTORIES: The stockpiling indicator, which measures to what extent companies are building safety buffers into their inventories to mitigate against risks such as shortages or price rises, ticked higher in November. Most notable was a rise in safety stockpiling from manufacturers in both North America and Asia.MATERIAL SHORTAGES: The item shortages indicator continued to show robust global supply levels in November, with the frequency at which businesses reported poor availability remaining historically low.LABOR SHORTAGES: Reports of manufacturers’ backlogs rising due to staff shortages were at historically typical levels during November. Therefore, the data does not suggest that labor capacity is a limiting factor for goods producers.TRANSPORTATION: The transportation cost indicator remained anchored at its long-term average value in November.

REGIONAL SUPPLY CHAIN VOLATILITY

NORTH AMERICA: Index went up to -0.36, from -0.72, its highest level since July, signaling the smallest amount of slack in the region’s supply chains in four months. Stockpiling activity ticked higher in North America in November.
EUROPE: Index fell to -0.72, from -0.52, close to its lowest level year-to-date, signaling a worsening of the continent’s industrial recession.
U.K.: Index ticked up to -0.12, from -0.40. However, input demand at U.K. factories worsened in November, indicating spillover effects from weakness in mainland Europe.
ASIA: Index rose to a four-month high of 0.15, from -0.20. Crucially, the index signaled stretched capacity for the first time since the summer as a surge in procurement activity, particularly in China, squeezed vendors.

For more information, visit www.gep.com/volatility.

Note: Full historical data dating back to January 2005 is available for subscription. Please contact economics@spglobal.com.

The next release of the GEP Global Supply Chain Volatility Index will be 8 a.m. ET, Jan. 13, 2025.

About the GEP Global Supply Chain Volatility Index
The GEP Global Supply Chain Volatility Index is produced by S&P Global and GEP. It is derived from S&P Global’s PMI® surveys, sent to companies in over 40 countries, totaling around 27,000 companies. The headline figure is a weighted sum of six sub-indices derived from PMI data, PMI Comments Trackers and PMI Commodity Price & Supply Indicators compiled by S&P Global.

A value above 0 indicates that supply chain capacity is being stretched and supply chain volatility is increasing. The further above 0, the greater the extent to which capacity is being stretched.A value below 0 indicates that supply chain capacity is being underutilized, reducing supply chain volatility. The further below 0, the greater the extent to which capacity is being underutilized.

A Supply Chain Volatility Index is also published at a regional level for Europe, Asia, North America and the U.K. For more information about the methodology, click here.

About GEP
GEP® delivers AI-powered procurement and supply chain solutions that help global enterprises become more agile and resilient, operate more efficiently and effectively, gain competitive advantage, boost profitability and increase shareholder value. Fresh thinking, innovative products, unrivaled domain expertise, smart, passionate people — this is how GEP SOFTWARE™, GEP STRATEGY™ and GEP MANAGED SERVICES™ together deliver procurement and supply chain solutions of unprecedented scale, power and effectiveness. Our customers are the world’s best companies, including more than 1,000 Fortune 500 and Global 2000 industry leaders who rely on GEP to meet ambitious strategic, financial and operational goals. A leader in multiple Gartner Magic Quadrants, GEP’s cloud-native software and digital business platforms consistently win awards and recognition from industry analysts, research firms and media outlets, including Gartner, Forrester, IDC, ISG, and Spend Matters. GEP is also regularly ranked a top procurement and supply chain consulting and strategy firm, and a leading managed services provider by ALM, Everest Group, NelsonHall, IDC, ISG and HFS, among others. Headquartered in Clark, New Jersey, GEP has offices and operations centers across Europe, Asia, Africa and the Americas. To learn more, visit www.gep.com.

About S&P Global
S&P Global (NYSE: SPGI) S&P Global provides essential intelligence. We enable governments, businesses and individuals with the right data, expertise and connected technology so that they can make decisions with conviction. From helping our customers assess new investments to guiding them through ESG and energy transition across supply chains, we unlock new opportunities, solve challenges and accelerate progress for the world. We are widely sought after by many of the world’s leading organizations to provide credit ratings, benchmarks, analytics and workflow solutions in the global capital, commodity and automotive markets. With every one of our offerings, we help the world’s leading organizations plan for tomorrow, today.

Media Contacts

Derek Creevey

Email:

Director, Public Relations

Joe Hayes

joe.hayes@spglobal.com

GEP

Principal Economist

S&P Global Market Intelligence

Phone: +1 646-276-4579

S&P Global Market Intelligence

Email: Press.mi@spglobal.com

Email:

Phone: +44-1344-328-099

derek.creevey@gep.com

 

 

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ATTOM ENHANCES RENTAL AVM WITH AI-POWERED MODEL COVERING NEARLY 100 MILLION U.S. HOMES

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Enhanced model expands coverage by about 40% and delivers a 5.9% median error on homes not yet listed for rent

IRVINE, Calif., Nov. 3, 2026 /PRNewswire/ — ATTOM, the leading provider of property data, AI-powered intelligence, and real estate analytics solutions, today announced enhancements to its Rental AVM, introducing an AI-powered model that estimates current monthly market rent for nearly 100 million U.S. single-family homes, condominiums, and townhouses, an increase in coverage of about 40%. The model delivers a 5.9% median absolute error on homes before they are listed for rent, helping businesses evaluate rental potential and make more informed decisions.

“Estimating rental values is difficult because leases are private and many homes have no rental history,” said Rob Barber, CEO at ATTOM. “With these enhancements, we’re extending the same approach driving ATTOM Intelligence, combining trusted property data with advanced AI and analytics, to many more homes, so customers get more meaningful insights and can make better-informed decisions.”

Key Enhancements Include:

Expanded Coverage: Rental estimates for nearly 100 million single-family homes, condominiums, and townhouses across all 50 states and the District of Columbia, a coverage increase of about 40%.Improved Accuracy: A 5.9% median absolute error on homes before they’re listed for rent, with calibrated low and high values that tighten as the evidence behind an estimate grows.AI-Powered Modeling: Multiple machine-learning models evaluate property characteristics, property value, rental history, and recent rental activity, weighing each based on the available evidence for a property.Listing-Based Training: The model is trained and benchmarked on observed rental listings, cleaned to remove duplicates, placeholder rents, and unrealistic prices.

“Our enhanced Rental AVM evaluates multiple sources of rental information and adapts to the evidence available for each property,” said Aaron Wagner, Head of Data Science at ATTOM. “That adaptability is what allows us to estimate rent for homes with no rental history and extend coverage to nearly 100 million properties, while keeping the ranges calibrated to the strength of the evidence behind each estimate.”

Built for Real-World Applications
ATTOM’s enhanced Rental AVM supports a range of business needs, including:

Real Estate Investors and Rental Operators: Screen acquisitions, evaluate rental potential, compare rental income with property values, and support rent-setting decisions.Mortgage Lenders and Insurers: Assess rental income for investment-property and DSCR loans, monitor portfolio exposure, and support loss-of-rent analysis.Real Estate Portals and AI Developers: Integrate rental estimates into property listings, investment tools, and AI-powered applications through ATTOM’s MCP Server.

Updated monthly to reflect new rental activity and changing market conditions, the enhanced Rental AVM is available through ATTOM’s APIs, bulk data licensing, Snowflake, Databricks, and MCP Server.

To learn more about ATTOM’s enhanced Rental AVM, visit the Rental AVM landing page or download the Rental AVM White Paper.

About ATTOM
ATTOM delivers AI-driven property intelligence built on the nation’s most trusted property data repository, covering 160+ million U.S. properties—99% of the population. Our engineered, multi-sourced, semantically rich real estate data spans property tax, deeds, mortgages, foreclosure, environmental risk, property conditions, natural hazards, neighborhood insights, and geospatial boundaries, rigorously validated for advanced analytics. ATTOM supports analytics, AI applications, and AI agents through flexible delivery options including APIs, bulk licensing, cloud delivery, and the MCP Server for AI-powered, agentic access to engineered property data, enabling organizations to automate analysis, power intelligent workflows, and scale property intelligence across industries.

Media Contact:
Megan Hunt
megan.hunt@attomdata.com 

Data and Report Licensing:
949.502.8313
datareports@attomdata.com

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SOURCE ATTOM

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Staypineapple to Donate to American Humane Society’s Pups4Patriots™ in Honor of Veterans Day

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Hotel brand will donate a portion of November bookings to help veterans and retired first responders receive service dogs

KIRKLAND, Wash., Nov. 3, 2026 /PRNewswire/ — In recognition of Veterans Day, Staypineapple, the national boutique hotel brand, is supporting American Humane Society’s Pups4Patriots™ program. Throughout the month of November, Staypineapple will donate up to $5,000 on behalf of its guests from every Pineapple Pup Package booking and every booking made with military or government rates. The initiative supports the placement of specially trained service dogs with veterans and retired first responders living with post-traumatic stress (PTS) and/or traumatic brain injury (TBI), at no cost to recipients.

In recognition of Veterans Day, Staypineapple will donate a portion of November bookings to the Pups4Patriots program.

“Dogs have an incredible ability to bring comfort, connection and a renewed sense of purpose to our lives,” said Dina Belon, President of Staypineapple. “We’re proud to support American Humane Society’s Pups4Patriots program and help more of our nation’s heroes access the companionship and support of a service dog. We hope our guests will join us in making a difference through booking a stay this November.”

Pups4Patriots helps remove financial barriers to obtaining a specially trained service dog, matching eligible veterans and retired first responders with dogs trained to support their specific needs.

The impact of the program can be seen in the bond between Russell, a retired U.S. Army veteran and law enforcement officer, and his service dog, Nico. Through Pups4Patriots, Nico has become an important source of support in Russell’s life. As Russell shared, “Nico has brought me a renewed sense of living that I was very much struggling to find before meeting him.”

Through this initiative, Staypineapple hopes to help connect more of America’s heroes with life-changing canine companions to those who have served our country and communities.

To learn more or book a stay, visit Staypineapple.com.

About Staypineapple
Staypineapple is a brand of boutique hotels in urban markets across the U.S., managed by Staypineapple Hotels Inc., based in Kirkland, Wash. Known for personalized service and a warm welcome for people and pets alike, Staypineapple creates unique guest experiences that offer more than just a place to stay. It is a place Where Stays Become Stories. For reservations or more information, visit Staypineapple.com or call (866) 866-7977. Follow Staypineapple on Instagram, Threads, TikTok and Facebook.

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SOURCE Staypineapple

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Terakeet’s Mac Cummings Named to ADWEEK Innovator 50 List

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Recognition honors Cummings’ leadership in transforming Terakeet and building a new model for enterprise reputation management in the age of generative AI

SYRACUSE, N.Y., Nov. 3, 2026 /PRNewswire/ — ADWEEK today announced that Terakeet CEO & Co-Founder Mac Cummings has been named to the 2026 ADWEEK Innovator 50 list, which recognizes leaders driving innovation and shaping the future of marketing, media and technology.

Cummings was recognized for his leadership and vision in anticipating how generative AI would reshape enterprise reputation and positioning Terakeet to address the emerging challenges facing the Fortune 100 and its executives.

Over the past year, Cummings has led Terakeet’s transition from enterprise search marketing to global reputation management. The shift expanded the company’s focus beyond search visibility to the ways brands and executives are represented across search engines, generative AI platforms and the broader digital ecosystem.

“AI has changed what’s at stake for the Fortune 100,” said Cummings. “Reputation risk now moves across search and AI at the same time, and most brands don’t have the infrastructure to manage it. We built the Reputation Operating System to give them the technology, intelligence and expertise to understand those risks and strengthen their position before issues escalate.”

To better serve these customers, Cummings directed investments in proprietary technology, expanded the company’s expertise in cybersecurity and reputation risk, and established new strategic partnerships.

The recognition comes as Terakeet celebrates its 25th anniversary, marking a quarter century of evolution alongside major shifts in technology and the digital landscape. Cummings co-founded Terakeet in 2001 and has led the company through each stage of its growth, from its origins in search to its current focus on enterprise reputation management.

“The responsibility of a leader isn’t to protect the business model that worked yesterday but to recognize where the market is going and build for it,” Cummings said. “For Terakeet, that has meant looking past short-term fixes and building the infrastructure enterprises need to understand risk and protect trust in the AI era.”

About Mac Cummings

Mac Cummings is the CEO and Co-Founder of Terakeet. He co-founded the company in Syracuse, New York, in 2001 and has led its evolution across search marketing, digital strategy and enterprise reputation management. Today, Cummings oversees Terakeet’s business strategy and the continued development of its reputation management capabilities and technology.

About Terakeet

Terakeet is an enterprise reputation management company that helps brands and executives understand and manage how they are represented across search engines, generative AI platforms and the broader digital ecosystem. Founded in 2001, the company combines proprietary technology, intelligence and strategic expertise to support enterprise reputation programs.

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SOURCE Terakeet, LLC

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