Business
How Companies Track Shifts in Consumer Behavior Over Time
Consumers’ behaviors change due to new technologies, trends, economic environment, and customer needs. Organizations unable to track these changes often experience difficulties with competitiveness, while firms capable of doing this can respond quickly and thus improve customer experience and increase revenues.
Today’s consumers expect a personalized approach, faster services, an efficient digital experience, and customized products.
Monitoring changes in consumer behaviors can help organizations to learn how customers find products, compare different offers, buy items, interact with companies, and behave after sales. In turn, this information is useful to enhance marketing initiatives, design innovative solutions, offer high-quality support, and retain customers.
What is the concept of consumer behavior?
Consumers’ behaviors are the actions, decisions, and emotional reactions of customers during each step of their purchasing journey. They include:
- How do consumers search for the required goods and services?
- What factors influence people’s choices in favor of one brand rather than another?
- Which channels are the main ones for customers?
- How do consumers react to marketing and advertising efforts?
- Why do clients stop making purchases?
- How do customers use the purchased goods or services?
- What causes them to make new orders?
Consumer behaviors involve offline and online activities. Companies examine customers’ visits to websites, social media profiles, search histories, app usage, reviews left by consumers, purchase histories, and customer service interactions to learn more about clients and their needs. Businesses often combine these insights with data collected through social listening tools to better understand customer sentiment and online engagement patterns.
Through behavioral monitoring, firms can detect changes, predict new trends, and adapt to evolving consumer needs.
Why is monitoring consumer behavior important?
Knowing customers’ behaviors allows businesses to compete successfully by providing a better customer experience, improving products, and developing effective marketing campaigns.
Improving Personalization
Nowadays, consumers require more personalized approaches. Firms use behavioral data to personalize product recommendations, marketing campaigns, emails, and other elements of their websites.
For example, streaming service providers examine video-watching behaviors of customers to come up with content recommendations. E-commerce companies use data collected about the browsing and purchasing activity of customers to recommend additional items.
Personalized customer experience increases satisfaction and boosts revenues since customers tend to purchase products that correspond to their interests and needs.
Improving Marketing Performance
Through monitoring consumers’ behaviors, organizations get to know which marketing campaigns are more successful and efficient. Businesses may understand what audiences should be addressed by particular campaigns, on what channels ads work better, what types of marketing messages catch consumers’ attention, and which factors motivate people to buy a product.
Thus, marketing specialists are able to run targeted campaigns and save resources. For instance, a company selling vacations can find out that middle-aged women living on the West Coast react well to ads offering travel packages to Hawaii. In such a case, this firm would be able to develop targeted marketing campaigns aimed at this target audience.
Effective personalization usually brings significant profit. As recent studies demonstrate, organizations using personalized marketing strategies tend to receive a much higher return on investment than companies utilizing generic campaigns.
Tip: Small businesses may rely on basic analytics or manual research to understand customer preferences and online engagement. However, as customer conversations grow across multiple channels and regions, larger organizations often turn to enterprise platforms such as Sprinklr Social Listening tool to analyze customer sentiment, monitor brand perception, identify emerging trends, and gain deeper insights into consumer behavior at scale
Key ways businesses use to monitor consumer behaviors
Firms apply different methods to track customer behaviors in the process of researching and analyzing them.
Quantitative Research
The primary purpose of quantitative research is to measure numerical indicators. Businesses examine various metrics, including:
- Number of sales
- Conversion rate
- Retention rate
- Click-through rate
- Purchase frequency
- Average purchase size
Using this method of research allows firms to spot global trends in the behavior of large audiences.
For example, a retail company may notice that mobile sales have risen by 40% over the last year. It shows consumers’ preferences for mobile purchasing processes.
Qualitative Research
The goal of qualitative research is to uncover emotions, motivations, and perceptions of consumers. Researchers conduct interviews, focus groups, open questionnaires, and user testing to understand how people act.
For example, customers could tell why difficult navigation or slow-loading pages prevent them from finishing the purchasing process. Such insights can contribute greatly to improving customer experience.
Predictive Analytics
Predictive analytics is a set of technologies used for predicting future behaviors of customers. Organizations use this tool to predict:
- Possibilities to convert leads into clients
- Chances of customers’ churn
- Product demand
- Customer lifetime value
- Clients’ response to special offers
Predictive AI systems enable businesses to take care of customer needs beforehand.
For example, a company may discover that some customers show symptoms of dissatisfaction or loss of interest. In such a situation, businesses can run a campaign aimed at retaining clients.
Customer Journey Mapping
Customer journey mapping is a technique allowing businesses to trace every interaction of customers with a firm. Such interactions may relate to:
- Ads seen by customers
- Social media interactions
- Website visits
- Contacts with customer support
- Payment process
- Interactions that occur after the purchasing process
Customer journey mapping helps firms to detect points that cause trouble for users and prevent them from completing the desired actions.
For example, a company may find out that a lot of users leave websites without buying goods because of complicated registration. To avoid losing potential customers, firms need to optimize these processes.
New AI systems for customer journey mapping analyze data coming from surveys, phone calls, client reviews, and other interactions to detect key touchpoints. Many organizations also integrate social listening tools into journey mapping strategies to identify customer concerns and trending discussions across online communities.
Cohort Analysis
In cohort analysis, clients are divided into groups based on their common traits or events and monitored for changes in behavior. Cohorts may consist of people who:
- Bought something in a certain month
- Are customers from a particular marketing campaign
- Live in certain regions
- Belong to a specific age group
- Have started subscriptions at a certain point in time
Analyzing cohorts makes it possible to see general behavioral tendencies and draw conclusions from them.
For example, an organization could find out that clients recruited via influencer marketing remain loyal for a much longer period than those obtained via paid search ads.
Cohort analysis gives businesses an understanding of how marketing campaigns affect retention rates and customer lifetime value.
Conclusion
Monitoring changes in consumer behavior has become critical for modern organizations. By discovering customers’ behaviors, businesses may be able to develop efficient marketing campaigns, invent innovative products, offer good support, and establish connections with clients.
Organizations obtain valuable data on customer behaviors from their websites, mobile apps, CRM systems, social media, interactions with customer support services, surveys, and AI-powered analytical platforms. Combining the methods of qualitative and quantitative research allows organizations to learn more about customers and their needs. The use of social listening tools further helps companies track customer opinions, industry trends, and brand reputation in real time.
Technologies, such as predictive analytics, customer journey mapping, cohort analysis, and A/B testing, help companies identify important tendencies and predict future trends.
Business
Five9, Inc. (FIVN) Q2 2026 Earnings Call Transcript
Tony Righetti
Good afternoon and welcome to Five9’s Second Quarter 2026 Earnings Conference Call. I am Tony Righetti, Senior Vice President of Investor Relations. With me today are Amit Mathradas, Chief Executive Officer; and Bryan Lee, Chief Financial Officer.
During today’s conference call, certain statements will be made that are not historical facts and are considered forward-looking statements within the meaning of the Private Securities Litigation Reform Act of 1995. These forward-looking statements include but are not limited to, statements regarding our quarterly and full year 2026 guidance, expected improvements in operating and financial metrics, industry trends, including with respect to AI, our strategy, priorities and execution, our product road map and technology investment, our markets, customer demand trends, our market position and opportunity, our capital allocation strategy and other future events or results. Such statements are simply beliefs and predictions that should not be unduly relied upon by investors. Actual events or results may differ materially, and the company undertakes no obligation to update the information in such statements.
These statements are subject to substantial risks and uncertainty that could adversely affect Five9’s future results and cause these forward-looking statements to be
Business
NAVER Q2 2026 slides: revenue climbs 16% as AI investments pressure margins

NAVER Q2 2026 slides: revenue climbs 16% as AI investments pressure margins
Business
Ford ‘Fathom’ electric pickup truck will start at $28,000
The logo of car manufacturer Ford is pictured in Inwood, New York, on Feb. 5, 2024.
Charly Triballeau | AFP | Getty Images
Ford Motor announced Thursday that its new midsize electric truck will have a starting price of $28,350 and be called the “Fathom,” as the automaker looks to offer an affordable option in the pricey EV truck market.
Destination and delivery charges of $1,595 will bring the price to $29,945, coming in at the $30,000 mark the automaker had long promised in touting its upcoming electric vehicles.
Ford said preorders for the five-passenger truck will begin in early 2027. Customer deliveries are expected to begin later in 2027. The company has yet to reveal what the new truck will look like.
The Fathom is the first vehicle to be built on Ford’s new “Universal Electric Vehicle,” or UEV, platform, which the company has said is key to bring its Model e business unit from billions of dollars in annual losses to breakeven by 2029.
“We are confident that we have the best cost platform and are focused on the right market,” a Ford spokesperson said in an email. “We believe the UEV platform will be a strategic advantage — and we have the best chance to make it work.”
Ford has said the goal for the UEV platform is for each vehicle built on the system to be profitable within a year of launching and cost-competitive with global EV leaders from China and Tesla. Ford has had a secret unit working on the platform to make the vehicles comparable in price to gas-powered models through new technologies and efficiencies.
Ford’s push with the UEV platform comes despite a massive slowdown in EV adoption and the elimination of U.S. consumer incentives to buy EVs. The company last year reported $19.5 billion in restructuring charges related to its electric vehicles.
The Ford Fathom will be built using the company’s new assembly tree manufacturing process at its Louisville Assembly Plant in Kentucky.
Business
FAA orders Boeing 737 Max inspections over potential cracks
Check out what’s clicking on FoxBusiness.com.
The Federal Aviation Administration (FAA) has ordered inspections of hundreds of Boeing 737 Max jets over possible cracking in the aircraft’s body, though Boeing said the issue has not been seen on the Max fleet.
The airworthiness directive (AD) applies to certain Boeing 737 Max 8, Max 9 and Max 8-200 airplanes and affects an estimated 471 U.S.-registered aircraft.
Airline operators must inspect the fuselage skin and carry out additional inspections or repairs when needed.
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“This AD was prompted by reports of cracks in the bear strap at the forward upper corner of the forward galley door cutout,” the directive states.
“The FAA is issuing this AD to address cracks in the fuselage skin and bear strap, which may lead to the inability of the principal structural element to sustain limit loads and adversely affect the structural integrity of the airplane.”

The Boeing logo is displayed near London July 21, 2026. The FAA has ordered inspections of hundreds of Boeing 737 Max aircraft. (Toby Shepheard/AFP via Getty Images)
The directive takes effect Sept. 10, 2026.
Boeing told FOX Business the issue was first identified on certain 737 Next Generation aircraft and has not been seen on the 737 Max fleet.
The company said it extended the inspections to Max aircraft because the models share a similar design and manufacturing process.
“Boeing identified and reported this issue and has been working with operators on it over the past six years,” the company said.
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Boeing 737 Max aircraft at the company’s factory in Renton, Wash., April 15, 2026. The directive takes effect Sept. 10, 2026. (M. Scott Brauer/Bloomberg via Getty Images)
Boeing notified 737 Next Generation operators about the issue in 2019, and the FAA mandated inspections for those aircraft in 2021.
“The FAA airworthiness directive published today mandates the inspections, as it did for the 737 Next Generation. We support both directives and continue to support our airline customers,” Boeing said.
The aircraft manufacturer said the inspections provide multiple opportunities to detect and correct possible cracks before they exceed a critical length.
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Boeing has also conducted an engineering analysis to determine the root cause and is implementing manufacturing changes. (Mario Tama/Getty Images)
Boeing has also conducted an engineering analysis to determine the root cause and is making manufacturing changes intended to prevent the condition.
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“Boeing is introducing changes to the manufacturing process that address the root cause of the unsafe condition on in-production airplanes,” the FAA directive noted.
Business
Global Market Today: Asian shares mixed as investors await US jobs data
Brent rose 1.4% to $83.65 a barrel as tensions in the Middle East and a lack of clarity on a deal to reopen the crucial waterway lifted the commodity. Oil has climbed over 37% this year.
Treasury futures inched lower in early Asian trading as higher energy prices revived concerns that the Federal Reserve may need to keep interest rates elevated. In the cash market, the Treasury 10-year yield held at 4.68%, after climbing seven basis points during the US session. Government bonds in Australia also fell, sending the yields on the 10-year higher by eight basis points.
A Bloomberg gauge of the dollar’s strength was little changed after posting its biggest gain in two weeks during the New York session. Asian stocks swung between minor gains and losses.
A lack of a deal in the Middle East risks keeping energy prices higher, adding to a market already volatile on the artificial intelligence trade. Attention now turns to Friday’s US employment report for fresh clues on the Federal Reserve’s policy path. A stronger-than-expected payrolls reading would reinforce the case for higher-for-longer interest rates.
“Near-term risks remain, especially if US data stay firm, oil prices keep inflation concerns alive, or markets continue to price in a more hawkish Federal Reserve rate path,” said Ulrike Hoffmann-Burchardi at UBS Chief Investment Office.
Iran will seek to restrict US and Israeli ships from the Strait of Hormuz and require compensation from countries it considers hostile before allowing passage, according to local media reports on a proposed Iran-Oman agreement to manage the strategic waterway.The reports come as officials in both Washington and Tehran have signaled that an accord may be close. President Donald Trump, who recently stepped back from threats to resume military strikes on Iran, said things are “moving along good” when asked for an update.
Separately, Fars news agency said Iranian naval forces had struck “hostile targets” at the entrance to the strait.
“Wall Street is reversing again from sharp recent gains, as a lack of clarity over the Strait of Hormuz has investors questioning whether the strong rally at the start of the week was justified by perceived improvements in geopolitical negotiations,” said José Torres, senior economist at Interactive Brokers.
US economic data released Thursday highlighted the resilience of the US labor market, leaving inflation as the key variable for the Fed’s September meeting. Initial jobless claims remained below 200,000 for a third consecutive week, while a separate report showed labor productivity accelerated by more than expected in the second quarter as companies worked to offset higher costs.
Traders now turn their attention to Friday’s payrolls report. Economists surveyed by Bloomberg expect employers added 80,000 jobs in July, following a weaker-than-expected gain of 57,000 in June. The report is expected to provide the clearest signal yet on whether the labor market is cooling enough to support expectations for Fed easing later this year.
“Friday’s jobs report is of greater importance for markets given how fast this stock market has rallied over the past week, and ultimately we will need to see a number that is not too hot and not too cold in order for the market to keep grinding higher,” said Clark Bellin at Bellwether Wealth.
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The Post newspaper expands to north coast suburbs
Post Newspapers has expanded its coverage from western suburbs to the north coast, after an investment in its own printing press led to more opportunities.
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Broome Port, Water Corp become latest state entities to strike
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Business
Perth tech CEO makes US move
The founder of software firm Track’em has relocated to Dallas to ramp up growth after winning work with engineering, procurement and construction contractors in the US and Middle East.
Business
Specialised realty platforms drive India’s next wave of IPOs
The evolving public market now features specialised platforms with recurring revenue and institutional backing across co-working, real estate investment trusts, student housing, education infrastructure, logistics parks, and managed development platforms.
Read more: Most active funds beat benchmark indices last year: Motilal Oswal Study
Rather than being dominated by conventional property developers, the next phase of listings is likely to feature specialised real estate platforms with recurring revenue models, institutional ownership and sector-specific growth opportunities.
AgenciesMarket Evolution Co-working operators, REITs and education infra firms seek their growth capital through public listings
“India’s real estate IPO market is entering a new phase, one where institutionally managed platforms and not just conventional developers are stepping into the public markets,” said Lata Pillai, senior MD and head of Capital Markets, India, JLL. “Backed by institutional ownership, transparent governance, predictable cash flows and scalable operating models, these businesses are opening the door to a new breed of listings for investors to explore.”
Flexible workspace operators led the first wave of post-pandemic public listings. Companies like WeWork India, IndiQube, Awfis, and Smartworks have already gone public, while The Executive Centre India recently filed for an IPO and Alta Capital-backed Tablespace is exploring a listing.
“For a long time, private equity was the primary source of growth capital for specialised real estate businesses. As these platforms have scaled and established operating track records, the public markets are emerging as the next logical source of capital,” said Deep Shah, AVP, Unistone, a Merchant Banking firm. “IPOs provide companies with the financial flexibility to fund expansion, pursue acquisitions, strengthen their balance sheets and diversify their sources of capital.”
Institutionally backed residential developers are also exploring the public markets.
Bengaluru-based Assetz has filed draft IPO papers to raise over ₹1,200 crore, while positioning itself as a professionally managed, institutionally backed developer with a focus on governance and design-led residential projects.
Another emerging category is student housing and education infrastructure.
Centres of Learning
Hillhouse-backed Elevate Campuses has proposed a ₹2,550 crore IPO comprising entirely a fresh issue of shares. The company plans to use the proceeds to expand its education infrastructure platform, including student accommodation and K-12 education assets. Among residential developers, Runwal Realty has filed draft papers for a ₹2,000 crore IPO, while Runwal Enterprises has received Sebi approval for its proposed ₹1,000 crore public issue.
According to Pillai, as capital markets deepen and specialised real estate segments mature, we expect a wider range of platforms to tap public capital, unlocking fresh opportunities across realty growth story.
Business
Wall St dips as investors monitor Iran talks, earnings
US stocks have finished the trading session lower, pausing after a strong start to the week, as investors digested the latest round of corporate earnings and looked for signs of progress toward a peace deal between the US and Iran.
A robust earnings season, which has tempered some concerns about the massive spending by AI-related companies, and growing optimism over the potential end of hostilities in the Iran war helped propel both the Dow Industrials and S&P 500 to record highs earlier this week.
Oil prices rose, with US crude settling up 2.75 per cent at $US77.29 a barrel and Brent settling at $US82.49 per barrel, up 3.83 per cent.
Iranian news agency Fars reported that a parliamentary committee in Iran is reviewing a preliminary bill that would bar US, Israeli and other “hostile” vessels from transiting the Strait of Hormuz.
“You’re seeing perhaps more muted response to macro news than you would otherwise see, probably due to the fact of the summer and a little bit of fatigue, there’s a little bit of headline fatigue, specifically around Iran,” said Robert Bernstone, head of trading at SummitTX Capital in New York.
“Iran is having less of an impact right now, to be clear, I’m not saying it has no impact … tweets are something, headlines are something, but we really want to see the devil is in the details.”
The Dow Jones Industrial Average fell 464.02 points, or 0.85 per cent, to 53,885.10, the S&P 500 lost 13.52 points, or 0.18 per cent, to 7,710.03 and the Nasdaq Composite lost 15.09 points, or 0.06 per cent, to 26,348.35.
The recent indications of movement toward a peace deal helped push crude prices lower earlier in the week and, in turn, eased inflation worries and expectations for a rate hike from the Federal Reserve, which also served to push US Treasury yields lower.
Data storage company Western Digital tumbled 13 per cent and memory chip maker Sandisk dropped 6.8 per cent following their quarterly results.
Both companies have surged this year, however, with Sandisk up more than 400 per cent and Western Digital up about 160 per cent.
AppLovin plunged 19.7 per cent after the marketing platform missed Wall Street estimates for quarterly revenue while Datadog plummeted 19 per cent after the cloud security firm said it expects revenue growth to slow in the third quarter.
Both stocks were among the biggest drags on the benchmark S&P index.
Of the 382 companies in the S&P 500 that have reported earnings through Wednesday morning, 84.8 per cent have topped analyst expectations, according to LSEG data, well above the 68 per cent average beat rate since 1994.
SpaceX shares erased losses from earlier in the session and closed 6.1 per cent higher, defying expectations that they would be pressured by insider selling, as the lockup period for early investors holding the stock expired.
On the data front, the number of people in the US filing claims for unemployment benefits increased slightly last week.
The report came ahead of closely watched non-farm payrolls figures for July due on Friday, which will shape expectations for the Fed’s path for interest rates at a time when chairman Kevin Warsh has scaled back on forward guidance from the central bank.
Declining issues outnumbered advancers by a 1.57-to-1 ratio on the NYSE and by a 1.38-to-1 ratio on the Nasdaq.
The S&P 500 posted 29 new 52-week highs and four new lows while the Nasdaq Composite recorded 131 new highs and 82 new lows.
Volume on US exchanges was 17.09 billion shares, compared with the 17.42 billion average for the full session over the last 20 trading days.
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