The Consumer Demographic database is comprised of over 80 sources and includes over 400 different data points for each individual in a household with complete PII. The fields provided include demographics, psychographic, lifestyle criteria, buying behavior, and real property identification.

Each record is ranked by confidence and only the highest quality data is used. The database is multi-sourced and contains both compiled and originated U.S. data. Additionally, the data goes through intensive cleansing including deceased processing and NCOA.

BIGDBM Privacy Policy: https://bigdbm.com/privacy.html

Unlock the power of understanding with VisitIQ's™ Psychographic Data, a cutting-edge resource that provides a profound view into the minds of your customers. Our comprehensive psychographic database offers a wealth of U.S. consumer graph data, delivering invaluable insights into the attitudes, interests, lifestyles, and motivations that drive consumer behavior. With VisitIQ™, you can move beyond traditional demographics and leverage psychographic data to create more personalized, effective marketing strategies that resonate deeply with your target audience.

Psychographic data goes beyond who your customers are; it delves into why they make the choices they do. VisitIQ's™ database captures a rich tapestry of consumer attributes, including values, beliefs, personality traits, preferences, and buying motivations. By integrating these deeper insights into your marketing approach, you can identify key psychological triggers that influence purchasing decisions, build stronger emotional connections, and create messaging that speaks directly to your audience’s core desires and needs.

Our psychographic data includes an extensive range of consumer interests and lifestyle indicators, allowing you to segment your audience with unparalleled precision. From health and wellness enthusiasts to tech-savvy early adopters, VisitIQ™ provides the granular data needed to define niche markets and tailor your products and services accordingly. This enables you to craft targeted campaigns that not only capture attention but also drive engagement and loyalty by aligning with the unique characteristics and preferences of your ideal customers.

VisitIQ's™ psychographic database is built on a vast network of U.S. consumer graph data, continuously updated and sourced from a variety of reliable channels. Our advanced data science techniques ensure that the data is accurate, relevant, and actionable, giving you the confidence to make strategic decisions based on real-world insights.

Whether you are looking to enhance your market segmentation, develop personalized marketing campaigns, or optimize product offerings, VisitIQ's™ psychographic data provides the insights you need to understand your audience on a deeper level. Use this data to anticipate consumer needs, predict trends, and stay ahead of the competition in an ever-evolving marketplace.

By integrating our psychographic insights into your existing marketing stack, you can refine your targeting strategies across all channels, from digital advertising and email marketing to content creation and social media engagement. This holistic approach to consumer understanding enables you to deliver consistent, impactful messaging that converts and retains customers more effectively.

Gain a competitive edge with VisitIQ's™ Psychographic Data. Leverage our comprehensive U.S. consumer graph to uncover hidden opportunities, foster stronger customer relationships, and drive growth with data-driven precision. Experience the future of marketing with insights that go beyond the surface and tap into the true drivers of consumer behavior.

Success.ai’s Consumer Sentiment Data offers businesses unparalleled insights into global audience attitudes, preferences, and emotional triggers. Sourced from continuous analysis of consumer behaviors, conversations, and feedback, this dataset includes psychographic profiles, interest data, and sentiment trends that help marketers, product teams, and strategists better understand their target customers. Whether you’re exploring a new market, refining your brand message, or enhancing product offerings, Success.ai ensures your consumer intelligence efforts are guided by timely, accurate, and context-rich data.

Why Choose Success.ai’s Consumer Sentiment Data?

1. Comprehensive Audience Insights

   • Access psychographic and interest-based profiles that reveal what motivates and influences your audience’s decisions.
   • Continuous updates ensure you stay aligned with shifting consumer sentiments, seasonal preferences, and emerging trends.

2. Global Reach Across Industries and Demographics

   • Includes insights from various markets, age groups, cultural backgrounds, and income levels.
   • Identify consumer attitudes in different regions, helping you tailor campaigns, products, and messaging to diverse audiences.

3. Continuously Updated Datasets

   • Real-time data analysis ensures that your consumer sentiment insights remain fresh, relevant, and actionable.
   • Adapt quickly to consumer feedback, market changes, and competitive pressures.

4. Ethical and Compliant

   • Adheres to global data privacy regulations, ensuring your usage of consumer sentiment data is both legal and respectful of personal boundaries.

Data Highlights:

• Psychographic Profiles: Understand lifestyle preferences, values, and interests that shape consumer choices.
• Sentiment Trends: Track evolving emotional responses to brands, products, and categories.
• Global Audience Insights: Evaluate consumer sentiments across multiple regions, languages, and cultural contexts.
• Continuous Updates: Receive current data that reflects the latest shifts in mood, opinion, and interest.

Key Features of the Dataset:

1. Granular Segmentation

   • Segment audiences by demographic, interest, buying behavior, and sentiment scores for targeted marketing efforts.
   • Focus on the attributes that matter most, from eco-conscious consumers to luxury shoppers or value seekers.

2. Contextual Sentiment Analysis

   • Go beyond basic positive/negative sentiment to understand nuanced emotional responses.
   • Identify triggers that inspire loyalty, dissatisfaction, trust, or skepticism.

3. AI-Driven Enrichment

   • Profiles enriched with actionable data provide deeper insights into consumer lifestyles, brand perceptions, and product affinities.
   • Leverage advanced analytics to develop personalized campaigns and product strategies.

Strategic Use Cases:

1. Marketing and Campaign Optimization

   • Craft campaigns that resonate emotionally by understanding what drives consumer engagement.
   • Adjust messaging, timing, and channels to align with evolving sentiment trends and seasonal shifts in consumer mood.

2. Product Development and Innovation

   • Identify unmet consumer needs and preferences before launching new products.
   • Refine features, packaging, and pricing strategies based on real-time consumer responses.

3. Brand Management and Positioning

   • Monitor brand perceptions to detect early signs of brand fatigue, trust erosion, or negative publicity.
   • Strengthen brand loyalty by addressing concerns, highlighting strengths, and adapting to changing market contexts.

4. Competitive Analysis and Market Entry

   • Benchmark consumer sentiment towards competitors, industry leaders, and emerging disruptors.
   • Assess market readiness and optimize entry strategies for new regions or segments.

Why Choose Success.ai?

1. Best Price Guarantee

   • Access high-quality, verified data at competitive prices, ensuring efficient allocation of your marketing and research budgets.

2. Seamless Integration

   • Integrate enriched sentiment data into your analytics, CRM, or marketing platforms via APIs or downloadable formats.
   • Simplify data management and accelerate decision-making processes.

3. Data Accuracy with AI Validation

   • Benefit from AI-driven validation for reliable insights into consumer attitudes, leading to more confident data-driven strategies.

4. Customizable and Scalable Solutions

   • Tailor datasets to focus on specific segments, regions, or interests, and scale as your business grows and evolves.

APIs for Enhanced Functionality:

1. Data Enrichment API

   • Enhance your existing consumer records with psychographic and sentiment insights, deepening your understanding of audience motivations.

2. Lead Generation API

   • Identify audience segments receptive to your messaging, streamlini...

This is one of over 400 major media market consumer surveys which have been gifted to Washington State University (WSU) by Leigh Stowell & Company, Inc. of Seattle, Washington, USA. This is a market research firm which specializes in providing newspapers, television affiliates and cable operators with market segmentation research pertinent to consumer purchasing patterns and the effective marketing of goods and services to program audiences. The data in the Stowell Archive were collected via random digit dialing and computer-aided telephone interviews (CATI). Most of the surveys focus on the marketing needs of mass media clients and contain demographics, psychographics, media exposure information, and purchasing behavior data about consumers in major metropolitan areas of the United States and Canada starting in 1989. The sample sizes of the surveys range from 500 to 3,000 respondents, averaging 1,000 observations per study. Data are available at the respondent level, and all observations are keyed to zip code or other geographic identifiers. Additional surveys are anticipated, with over twenty new media marke t studies being donated annually. The University's relationship with Leigh Stowell & Company, Inc. was cultivated by Dr. Nicholas Lovrich, Director of WSU's Division of Governmental Studies and Services (DGSS) and by Dr. John Pierce, former Dean of the WSU College of Liberal Arts over the course of a decade. DGSS collaborated with WSU Libraries Digital Services to process the gifted data files into this digital archive which features powerful search and download capabilities. Further refinement of the archive in accordance with the Data Documentation Initiative is progressing with support from the Office of the Provost, the College of Liberal Arts and the WSU Libraries. It is important to note that the year indicated by the study's title is the year that the original survey was published, and is not necessarily the year in which the interviews were conducted. Refer to the metadata field "Dates of Collection" to di scern the interview dates of each specific survey. Refer also to date fields within the data file itself.

Color Blind Test Market was valued at USD 300 Million in 2024 and is expected to reach USD 420 Million by 2032, growing at a CAGR of 5% from 2026 to 2032.Prevalence of Color Vision Deficiencies: The demand for color blind tests is expected to be driven by rising global cases of inherited and acquired color vision impairments. Large random population surveys show that the prevalence of deficiency in European Caucasians is about 8% in men and about 0.4% in women, and between 4% and 6.5% in men of Chinese and Japanese ethnicity, based on research.Adoption in Schools and Educational Institutions: The utilization of color vision screening is anticipated to rise as early testing programs are increasingly introduced for children during academic evaluations.

Audience Segmentation AI Market Outlook

According to our latest research, the global Audience Segmentation AI market size reached USD 2.45 billion in 2024, driven by the surging demand for data-driven marketing solutions and personalized customer engagement strategies. The market is projected to grow at a robust CAGR of 20.1% from 2025 to 2033, reaching an estimated USD 13.97 billion by 2033. This remarkable expansion is attributed to the increasing adoption of artificial intelligence in marketing, retail, healthcare, and BFSI sectors, where organizations are leveraging advanced analytics and machine learning to better understand and target their audiences.

One of the primary growth factors fueling the Audience Segmentation AI market is the exponential rise in digital data and consumer touchpoints. As businesses increasingly interact with customers through multiple channels—such as social media, mobile apps, and e-commerce platforms—the volume and complexity of data have soared. AI-powered audience segmentation tools enable organizations to process and analyze these vast datasets, uncovering actionable insights that drive more effective and personalized marketing campaigns. The ability to segment audiences based on behavior, preferences, demographics, and psychographics has become a critical competitive advantage, particularly as consumers demand more tailored experiences.

Another significant driver is the rapid evolution of AI algorithms and machine learning models, which have dramatically improved the accuracy and granularity of audience segmentation. Modern AI solutions can identify subtle patterns and correlations within customer data, allowing marketers to create highly specific micro-segments that were previously impossible to target. This technological advancement not only enhances campaign performance but also optimizes resource allocation and increases ROI. Furthermore, the integration of AI with other technologies such as big data analytics, cloud computing, and automation platforms is further amplifying the value proposition of audience segmentation solutions across industries.

The growing emphasis on privacy regulations and data security is also shaping the market landscape. With regulations like GDPR and CCPA enforcing stricter controls over personal data usage, organizations are increasingly relying on AI-driven segmentation tools that ensure compliance while still delivering precise targeting. These solutions employ advanced anonymization and encryption techniques, reducing the risk of data breaches and building greater trust with consumers. As a result, companies are able to maintain effective audience segmentation strategies without compromising on privacy or regulatory requirements, which is further propelling market growth.

From a regional perspective, North America currently dominates the Audience Segmentation AI market, accounting for the largest revenue share in 2024, followed closely by Europe and Asia Pacific. The presence of leading technology providers, high digital adoption rates, and a mature marketing ecosystem have positioned North America at the forefront of innovation in this space. Meanwhile, Asia Pacific is experiencing the fastest growth, driven by rapid digital transformation in emerging economies such as China, India, and Southeast Asia. As organizations across all regions continue to recognize the strategic importance of AI-powered audience segmentation, the market is expected to witness sustained expansion through 2033.

In this evolving landscape, Identity-Based Segmentation is emerging as a pivotal strategy for organizations aiming to enhance their audience targeting capabilities. By focusing on individual identities rather than broad demographic categories, businesses can achieve a more nuanced understanding of their customers. This approach allows marketers to tailor their strategies to the unique preferences and behaviors of each consumer, leading to more personalized and effective marketing campaigns. Identity-Based Segmentation leverages advanced data analytics and AI technologies to create detailed customer profiles, enabling organizations to deliver highly relevant content and offers. As privacy concerns and data protection regulations continue to shape the market, this method ensures compliance while maximizing engagement and conversion rates.

Geodemographic Segmentation Data from Caliper Corporation contain demographic data in a way that is easy to visualize and interpret. We provide 8 segments and 32 subsegments for exploring the demographic makeup of neighborhoods across the country.

Overview and descriptive statistics of the psychographic characteristics.

Dataset

This dataset was created by Chandan Malla

Released under Data files © Original Authors

Contents

Health & Wellness themed Insights based on the largest syndicated study in Canada, Vividata's SCC | Study of the Canadian Consumer. Spotzi analysed and processed the results of over 100.000+ questionnaires and with the use of complex machine learning algoritms created the go-to source for demographics, psychographics, lifestyle, life events, media, purchasing and brand preferences divided into 17 categories. By incorporating these extensive Vividata based datasets you will unleash the full potential of our Spotzi plans and lift your insights to the next level.

This dataset was utilized a join from enriched tables from ESRI which was curated from the 2020 Census from the United States Census Bureau, American Community Survey (ACS) and for voter precinct polygon dataset are from 2024 published by the Secretary of State. This layer has information for all voter precincts within Idaho regarding the population's psychographics (where the population gets their news from) for 2024. For more information on how the data is curated for the Enrich tool please go the link below. 2024/2029 Esri Updated Demographics

Healthy snacks market size was valued at USD 87.68 Billion in 2024 and is projected to reach USD 135.58 Billion by 2031, growing at a CAGR of 5.60% from 2024 to 2031.

Global Healthy Snacks Market Drivers

Health and Wellness Trends: Consumers are increasingly aware of the importance of healthy eating and are seeking nutritious snack alternatives to traditional unhealthy options. Busy Lifestyles: Hectic lifestyles and busy schedules have led to a demand for convenient and portable snack options that can be consumed on the go. Growing Consumer Base: The increasing global population, particularly in developing countries, is driving demand for food products, including healthy snacks.

Global Healthy Snacks Market Restraints

Cost Considerations: Healthy snacks can be more expensive than traditional unhealthy snacks, limiting affordability for some consumers. Taste Preferences: Consumers may have specific taste preferences that may not be met by all healthy snack options.

The dataset comprises 788 entries with 37 columns, providing demographic, behavioral, attitudinal, and environmental data likely centered around consumer behaviors related to organic products. Demographic variables include age, sex, and education level, capturing essential background information on each respondent. Behavioral beliefs are represented across ten items (BB1 to BB10), suggesting specific beliefs or behaviors related to the topic. Additionally, variables such as frequency (Freq), volume of purchases (Vol), and average purchase amount (AvePurch) detail purchasing behaviors. The dataset also includes five belief items (Belief1 to Belief5) along with an aggregated Belief score, and similarly, five attitude items (Att1 to Att5) with an overall Attitude score. Environmental concerns are captured through five items (Env1 to Env5), with a combined Environ score that may represent an overall environmental attitude. Notably, the last two columns (Environ and Unnamed: 36) have numerous missing values, which may need addressing for analysis.

The survey was conducted from August 1 to September 30, 2024. Respondents are from different parts of Metro Manila and the province of Cavite.

Sore Throat Lozenges Market size was valued at USD 5.16 Billion in 2023 and is projected to reach USD 7.25 Billion by 2031, growing at a CAGR of 5.4% during the forecast period 2024-2031.

Global Sore Throat Lozenges Market Drivers

The market drivers for the Sore Throat Lozenges Market can be influenced by various factors. These may include:

Increase in Prevalence of Respiratory Infections: The growing incidence of respiratory infections such as the common cold, flu, and COVID-19 has significantly driven the demand for sore throat lozenges. These products provide symptomatic relief, making them essential for individuals seeking quick and effective treatment for throat discomfort. Rising Awareness and Healthcare Spending: Heightened public awareness about sore throat remedies and increasing healthcare expenditure are propelling market growth. Consumers are more proactive about managing minor ailments at home, and with higher disposable incomes, they are inclined towards purchasing effective over-the-counter solutions like lozenges. Expansion of Retail Pharmacies and E-commerce Platforms: The proliferation of retail pharmacies and the rapid growth of e-commerce platforms are facilitating easier access to sore throat lozenges. Online pharmacies provide a convenient purchasing option, especially during seasonal spikes in sore throat cases and pandemic-related lockdowns. Innovation in Lozenges Formulations: Ongoing research and development leading to the introduction of new flavors, sugar-free options, and enhanced formulations with additional benefits like immune support are attracting health-conscious consumers. These innovations not only improve user experience but also cater to niche market segments with specific health needs. Aging Population and Associated Throat Conditions: An aging global population is contributing to the demand for sore throat lozenges as elderly individuals are more susceptible to throat-related issues due to weaker immune systems. The need for gentle yet effective treatment options for seniors is boosting market sales. Heightened Preference for Natural and Herbal Remedies: The growing preference for natural and herbal ingredients is influencing product development and consumer choice. Brands incorporating honey, ginger, and other natural components are gaining popularity among those looking for minimal side effects and holistic healing approaches. Seasonal Allergies and Environmental Pollution: Increasing cases of seasonal allergies, exacerbated by environmental pollution, are resulting in higher incidences of sore throats. Lozenges serve as a remedy to alleviate discomfort caused by allergens and pollutants, thus driving sales during peak allergy seasons. Strategic Marketing and Promotions: Aggressive marketing strategies, celebrity endorsements, and strategic promotions by companies are playing a critical role in boosting awareness and sales of sore throat lozenges. Ad campaigns targeting specific demographics, such as children or working professionals, help in expanding the consumer base. Regulatory Approvals and Standardization: Improved regulatory frameworks and the standardization of over-the-counter medication contribute to consumer trust and market expansion. Regulatory bodies ensuring the safety and efficacy of sore throat lozenges encourage wider adoption and continuous product innovation. Globalization and Entry into Emerging Markets: Expansion into emerging markets, propelled by globalization and economic development, is opening new avenues for sore throat lozenge manufacturers. Growth in countries with high population densities, coupled with increasing urbanization, is creating substantial market opportunities for both established and new players.

This map contains NYC administrative boundaries enriched with various demographics datasets.Learn more about Esri's Enrich Layer / Geoenrichment analysis tool.Learn more about Esri's Demographics, Psychographic, and Socioeconomic datasets.Search for a specific location or site using the search bar. Toggle layer visibility with the layer list. Click on a layer to see more information about the feature.

Data associated with paper Eppink, F., P. Walsh, and E. MacDonald. 2021. Demographic and psychographic drivers of public acceptance of novel invasive pest control technologies. Ecology and Society 26(1):31. https://doi.org/10.5751/ES-12301-260131

VisitIQ™ Consumer Data is a robust B2C dataset that empowers businesses to identify and connect with their target audiences effectively. This data set offers an extensive and detailed identity graph, providing you with the tools needed to link, model, and train your AI to understand and reach the right prospect audience for your marketing and sales campaigns.

Key Features of VisitIQ™ Consumer Behavior Data:

Comprehensive Coverage: Includes a wide array of U.S. consumer behavior data, covering millions of contacts and households in the US. This expansive dataset ensures that you have access to the most up-to-date and reliable identity graph available for audience prospecting.

Rich Demographic Data: Understand and identify your prospect audience and customers on a deeper level with linking and modeling B2C data points such as age, gender, income level, education, marital status, occupation, and household size. This granular demographic information allows for more precise segmentation. linking, modeling, and AI training and targeting, helping you to tailor your campaigns to the specific characteristics of your desired audience.

In-Depth Psychographic Data: Go beyond basic demographics with psychographic data that captures consumer interests, lifestyle choices, purchasing behavior, and brand affinities. This information allows for creating highly personalized marketing strategies, tapping into the motivations, preferences, and values that drive consumer decisions.

Enhanced Data Accuracy: The identity graph audience is meticulously collected, verified, and regularly updated to ensure accuracy and relevance. This commitment to data integrity helps to minimize bounce rates, reduce wasted marketing spend, and improve overall campaign performance.

Diverse Use Cases: Whether you're looking to launch a new product, conduct targeted email marketing, run a direct mail campaign, or optimize digital advertising efforts, VisitIQ's™ Consumer Behavior Data can be used across multiple channels to drive more effective marketing and sales efforts.

Customizable Data Solutions: Tailor the dataset to suit your specific business needs. Whether you need highly targeted lists for niche markets or broader segments for mass marketing, the flexibility of VisitIQ's™ data ensures that you can access the most relevant information for your unique objectives.

Compliance and Privacy: VisitIQ™ is committed to maintaining the highest standards of data privacy and compliance. All consumer data is ethically sourced and complies with data protection regulations, giving you peace of mind when using the dataset for your marketing campaigns.