PPI Sentiment
Overview · Outlook index · updated daily
About the PPI Sentiment
AI-based intelligence tracking Producer Price Index sentiment - measuring upstream pricing pressure commentary, input cost dynamics, and PPI-to-CPI transmission narratives in inflation discussions.
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 points to contraction or recession.
- 21-40Now · 25PessimisticOutlook weakening; downside risks lead.
- 41-60NeutralMixed outlook; no clear trend.
- 61-80OptimisticOutlook improving; growth signals lead.
- 81-100Highly OptimisticStrong growth narrative; watch for overheating.
How to use this index
- Use the Outlook score to gauge the prevailing narrative bias for PPI 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 ppi sentiment, producer price index outlook, inflation pipeline analysis, ai macro sentiment, alternative data macro - helping traders and analysts track PPI outlook shifts in real time.
Latest news
PPI in the news
The headlines feeding this index, newest first.
Indonesia Prabowo-Gibran Poll Shows Strong Approval
Indonesia’s new Prabowo-Gibran administration still has a broad public mandate, and that matters because political trust is the foundation for economic reform, spending execution and market confidence.
Read morePrabowo cabinet reshuffle support rises to 62.2%
Public support for a reshuffle in President Prabowo Subianto’s Red and White cabinet has climbed to 62.2%, underscoring the political room the administration has to rework its team as it tries to sustain policy momentum and public approval.
Read moreIndonesia survey shows Prabowo approval still solid
Indonesia’s government is entering a critical political stretch with public approval still solid but showing clear pressure points, as a new survey found 65.4% of respondents satisfied with its performance and 67% optimistic it can do its job well.
Read moreOrnua lifts September milk price by 2c/L
Ornua’s move to lift its indicative milk price by 2c/L for September is a reminder that dairy pricing is still one of the most important levers for farm income, processor margins and food inflation.
Read moreOrnua September PPI rises to 135.8
Ornua’s higher September Purchase Price Index is pointing to better farmgate milk returns across Ireland just as global dairy prices firm, a welcome lift for producers heading into the autumn milk payment cycle.
Read moreChina PPI and Oil Prices Pressure Factory Margins
Rising fossil fuel prices are feeding directly into China’s industrial producer prices, with research on 40 sub-industries pointing to a broad but uneven pass-through that can squeeze factory margins and complicate inflation management.
Read moreIndonesia Agrarian Reform Law and Land Ownership
Indonesia’s new Agrarian Reform Law matters because it targets one of the country’s most persistent economic distortions: the concentration and uncertainty of land ownership.
Read moreCME and Cboe Gain on Higher Inflation Hedges
US wholesale inflation running hotter than expected is keeping the Federal Reserve on a hawkish path and sending traders back into index and options hedges, a setup that can lift exchange operators such as CME Group and Cboe Global Markets even as the broader stock market stays nervous.
Read moreBOE Shows 6,000-Nit MicroLED Watch Panel
BOE has shown a MicroLED smartwatch panel with 326 pixels per inch and peak brightness of 6,000 nits, but the prototype also underscores why the technology is still not ready for mass-market wearables: it is power-hungry, expensive to make and still trails AMOLED on practical battery life.
Read moreIndia to Add Services Producer Price Index
India’s plan to introduce a producer price index for services would close a long-standing blind spot in its inflation statistics and give policymakers and investors a better read on price pressures in an economy where services now drive much of growth.
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Methodology
How the index is built
Data sources, scoring and update cadence, in plain terms.
What is the PPI index?
AI-based intelligence tracking Producer Price Index sentiment - measuring upstream pricing pressure commentary, input cost dynamics, and PPI-to-CPI transmission narratives in inflation discussions.
How is the PPI index calculated?
The PPI 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 PPI 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.