History · 3 years
Overview · Outlook index · updated daily
About the Retail Goods Spending Sentiment
Alternative data signal tracking discretionary retail purchasing behavior and consumer goods demand, capturing shifts between spending confidence and pullback in physical retail channels.
Macro sentiment indicators capture the aggregate narrative bias across economic data releases, not just individual prints. A rising Awareness score alongside deteriorating Sentiment is a classic recession-fear signal. These indicators are best used to track how quickly markets are repricing macro risk, rather than to predict the data itself.
Key drivers
- PMI composite readings (manufacturing + services)
- Consumer confidence surveys (Conference Board, UoM)
- Retail sales and personal spending data
- Leading economic indicators (LEI)
- Labor market health (jobless claims, JOLTS)
Reading the Outlook scale
- 0-20Deeply PessimisticCoverage dominated by risk-aversion signals; narrative heavily skewed toward pessimistic conditions.
- 21-40PessimisticBelow-neutral conditions with cautious market positioning; optimism subdued relative to the 30-day baseline.
- 41-60Now · 44NeutralBalanced coverage with no clear directional bias. Market is in a wait-and-see posture, awaiting a catalyst.
- 61-80OptimisticPositive momentum building in the narrative; coverage tilting toward optimistic catalysts and upside scenarios.
- 81-100Highly OptimisticElevated risk of mean-reversion. Watch for sentiment exhaustion signals and divergence from the Awareness score.
How to use this index
- Use the Outlook score to gauge the prevailing narrative bias for Retail Goods at a glance.
- The Awareness score flags unusual spikes in coverage - early-warning signals that often precede price moves.
- Extreme readings (0-20 or 81-100) historically mark periods of heightened volatility and potential reversals.
- Compare across related topics to find cross-asset divergences and correlation breakdowns.
- Pro subscribers can view 3 years of history to calibrate thresholds against past market regimes.
This index is frequently referenced alongside retail spending sentiment, shopping trends, ai consumer demand, internet retail sentiment, alternative data spending - helping traders and analysts track Retail Goods outlook shifts in real time.
Latest news
Retail Goods in the news
The headlines feeding this index, newest first.
Switzerland boosts legal spending as UBS rules ease
Switzerland is paying up for legal firepower just as it prepares to loosen capital rules for UBS, a reminder that the biggest financial and policy decisions in Bern are increasingly being fought in courtrooms and at the edge of regulatory detail.
Read moreUS economy gains from AI spending, Apollo says
AI investment is now doing more than driving tech valuations: it is helping prop up the US economy at a time when trade frictions and higher input costs are weighing on businesses.
Read moreAmazon, Uber, DoorDash and busy consumer spending
When people get busier, they tend to spend more on convenience, and that behavioral shift is increasingly visible in the businesses that sell back time.
Read moreU.S. Film Tax Credit Could Boost Domestic Production
Washington’s renewed push for a federal film tax incentive is gathering real political and economic weight as lawmakers and industry leaders argue the U.S. is losing production, jobs and investment to countries with more aggressive subsidies.
Read moreUkraine budget to spend 44% on defense
Ukraine is preparing to devote almost 44% of next year’s economic output to its armed forces, a staggering wartime allocation that shows just how heavily the country’s finances are being bent by Russia’s invasion.
Read moreGurgaon commute offsets ₹20,000 rent savings
A Gurgaon resident who said he saves ₹20,000 a month on rent but spends about three hours a day commuting has struck a nerve because it captures a wider economic imbalance: cheaper housing on the urban fringe is increasingly being offset by higher time, fuel and productivity costs.
Read moreNvidia, Microsoft and Alphabet on AI spending gap
American companies are spending roughly 20 times more on artificial intelligence than European peers, underscoring how the U.S. is turning AI into a capital-allocation race that is reshaping growth, margins and market leadership.
Read moreBritain plans billions for worker training
Britain is set to spend billions of pounds training domestic workers, a move that could ease chronic labour shortages but will also take time to feed through to output, wages and productivity. For investors, the policy is important because it speaks directly to one of the UK economy’s biggest constraints: firms cannot expand as fast as demand allows if they cannot hire people with the right skills.
Read moreU.S. deficit nears $2 trillion as defense debate grows
The United States’ August budget deficit ballooned to $167 billion, pushing the shortfall for the first 11 months of the fiscal year to nearly $2 trillion and sharpening a political fight over whether Washington can afford both larger defense outlays and a faster pace of borrowing.
Read moreVOO and QQQ Draw Inflows as Oil Rises
Oil’s jump above $100 a barrel and the risk of a deeper inflation shock have triggered the biggest weekly pullback from U.S. large-cap equity funds in months, but investors are not abandoning stocks so much as rotating within them.
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Methodology
How the index is built
Data sources, scoring and update cadence, in plain terms.
What is the Retail Goods index?
Alternative data signal tracking discretionary retail purchasing behavior and consumer goods demand, capturing shifts between spending confidence and pullback in physical retail channels.
How is the Retail Goods index calculated?
The Retail Goods index is derived from AI-powered NLP analysis of thousands of online news sources, blogs, and financial commentary. Sentiment scores range from 0 (Deeply Pessimistic) to 100 (Highly Optimistic), where 50 represents neutral conditions. Awareness scores capture the volume and breadth of coverage for this topic across the media landscape.
How often is the Retail Goods index updated?
The underlying data pipeline runs once per day. However, the gauge and score displayed on this page reflect a processed snapshot that may be 3–24 hours behind real-time, depending on the topic's update cadence and how quickly new data clears the processing pipeline. The exact timestamp of the data shown is visible in the gauge footer - hover the info icon to see it in your local time.
Why does the gauge show data from a few hours ago?
The gauge reflects a processed data snapshot, not a live feed. Depending on the topic, displayed values can be 3–24 hours behind real-time - fast-moving topics (crypto, equities) update more frequently, while slower-cycle topics (macro, real estate, geopolitics) may have a longer lag. The precise data timestamp is always visible in the gauge footer: hover the info icon to see it in your local time.
Why use sentiment analysis?
Sentiment uses natural language processing to analyze and quantify investors' opinions, which is different from traditional indicators like volatility (VIX), volume, or price trends. This gives you an edge over others who rely solely on price-based data.
How to interpret the figures?
The gauges show the latest indicator percentiles for the last two quarters. Values above 50 mean an upward trend, while below 50 means a downward trend. A reading above 70% signals greed, and below 30% signals fear. When price and sentiment trends diverge, it's a strong sign the trend will continue.
What does awareness represent?
Besides sentiment, we also provide a measurement of awareness - an indicator of media activity expressed as a ratio of topic-dedicated data compared to the total. Values over 50 indicate an increasing media trend and growing investors' interest; less than 50 signals decreasing attention.
What is sentiment analysis and why measure it?
Sentiment analysis is a way to determine whether a piece of text is positive, negative, or neutral. It helps understand how people feel about a topic or product, which is very important for investment, revenue management, and gauging public opinion. It adds important data points to the decision process and is valuable input for many statistical and AI models.
What are some of the key data characteristics?
Raw signals are gathered from proprietary sources covering over 50,000 outlets and ingested every 15 minutes. Processed gauge readings are derived from these signals but are displayed with a delay of 3–24 hours depending on the topic - the exact data timestamp is always shown in the gauge footer. The platform includes 5 years of history, supports 72 languages, and processes over 1 million unique entries daily. Adalytica maintains over 99.5% uptime across all products and data services.
Who benefits the most from the sentiment data?
The products are widely used across various industries, including finance, real estate, cryptocurrency, commodities, and government. They provide tailored insights for tasks like tracking voter sentiment, optimizing investment strategies, or monitoring brand perception. We offer products that are tailored for both beginners and advanced data professionals.