AR and Persistent Spatial Mapping (VPS) Infrastructure Market Size and Outlook 2031

Report Description

Key Insights	Details
Forecast Period	2026 - 2031
Market Size (2025)	USD 1.77 Billion
CAGR (2026-2031)	14.85%
Fastest Growing Segment	Campus and Industrial-Site Scale
Largest Market	North America
Market Size (2031)	USD 4.06 Billion

Market Overview

The Global AR and Persistent Spatial Mapping (VPS) Infrastructure Market is expected to grow from USD 1.77 Billion in 2025 to USD 4.06 Billion by 2031 at a 14.85% CAGR. The Global Augmented Reality (AR) and Persistent Spatial Mapping (Visual Positioning System - VPS) Infrastructure market encompasses the hardware, software platforms, and geospatial data services crucial for enabling location-aware augmented reality experiences. This infrastructure facilitates precise device localization, environmental comprehension, and the anchoring of digital content persistently within real-world spaces, allowing for shared virtual objects across multiple users and sessions. Key drivers supporting market growth include the escalating demand for immersive digital experiences in both consumer and enterprise sectors, continuous advancements in AR hardware and software capabilities, and the expanding adoption of AR in critical enterprise applications such as industrial maintenance, training, and remote assistance. Additionally, the rollout of 5G networks and developments in cloud and edge computing are enhancing the necessary real-time data processing and synchronization for robust AR experiences.

A significant challenge that could impede market expansion is the substantial development costs associated with creating high-quality AR and VPS content and applications. This financial barrier, coupled with ongoing hardware limitations regarding device comfort, ergonomics, and processing power, impacts broader adoption. Despite these challenges, industrial associations are actively promoting the sector; for instance, according to the XR Association, in 2025, the organization undertook more than 30 activations to deepen public and policymaker understanding and awareness of immersive technologies, including AR.

Key Market Drivers

Rising AR Demand Drives VPS Infrastructure Growth
Increasing demand for enhanced augmented reality experiences significantly propels the growth of the Global AR and Persistent Spatial Mapping (VPS) Infrastructure Market by driving the need for more robust and accurate localization and spatial anchoring capabilities. Consumers and enterprises alike are seeking immersive digital content that seamlessly integrates into real-world environments, requiring sophisticated infrastructure to enable persistent and shared virtual objects. This escalating consumer interest is evident in the adoption of AR-enabled devices; for instance, according to EssilorLuxottica, in its Q4 2025 release in February 2026, the company sold more than 7 million AI glasses in fiscal 2025, demonstrating strong market reception for such technology. The utility of augmented reality in critical applications, such as industrial maintenance, training, and remote assistance, also necessitates advanced infrastructure capable of delivering precise, real-time spatial awareness.

AI and CV Advancements Accelerate AR/VPS Growth
Further accelerating market expansion are continuous advancements in artificial intelligence and computer vision technologies, which are foundational to the precise environmental comprehension and object recognition crucial for AR and VPS infrastructure. These technological improvements enable devices to accurately understand and map physical spaces, enhancing the stability and realism of augmented reality overlays. Such progress attracts substantial investment into the sector, exemplified by a spatial intelligence startup, World Labs, which on February 18, 2026, raised US$1 billion in funding from investors including AMD and NVIDIA to develop AI systems for understanding and generating 3D environments. Overall, the broader adoption of immersive technologies is fostering a fertile ground for infrastructure development, with Snap reporting 350 million daily AR users in 2026, underscoring the expanding user base for augmented reality experiences.

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Key Market Challenges

Cost Barriers Impede AR/VPS Market Growth
The substantial development costs associated with creating high-quality augmented reality and visual positioning system content and applications represent a significant impediment to the growth of the Global AR and Persistent Spatial Mapping Infrastructure Market. These elevated financial requirements establish a considerable barrier to entry for smaller developers and innovators, consequently stifling the diversity and volume of AR and VPS experiences available. This directly limits the potential for widespread adoption across both consumer and enterprise segments, as a robust ecosystem of compelling applications is essential to drive demand for the underlying infrastructure.

Legislative Funding to Alleviate AR Content Costs
The high cost of content creation also extends development cycles and increases the financial risk for prospective projects, deterring crucial investment. For instance, according to the XR Association, in 2025, the organization applauded the reintroduction of the Immersive Technology for the American Workforce Act, which would authorize $50 million annually through 2035 to fund programs integrating immersive technology into workforce training. Such legislative initiatives underscore the substantial financial support deemed necessary even for specific AR application areas, highlighting the inherent cost barrier that, without such intervention, significantly curtails market expansion and the uptake of AR and VPS infrastructure.

Key Market Trends

Operationalizing Digital Twins Through Spatial Anchoring
The operationalization of enterprise digital twins through spatial anchoring represents a significant trend, enabling businesses to bridge the gap between physical assets and their digital representations. This integration allows for real-time monitoring, simulation, and interaction with complex industrial systems in a virtual environment, thereby enhancing decision-making and operational efficiency within the Global AR and Persistent Spatial Mapping Infrastructure Market. Companies are increasingly leveraging AR/VPS infrastructure to provide persistent, location-aware digital overlays that precisely map to physical machinery and environments. For instance, according to an article by Fast Company on October 6, 2026, an aerospace company utilized Dassault Systèmes' 3DLive with Apple Vision Pro to review aircraft interiors, which resulted in a saving of US$450,000 in travel costs by cutting approval time in half.

From Pilots to Mainstream AR/VPS Adoption
Another pivotal trend is the transition to mainstream enterprise and industrial adoption from initial pilot phases. This shift signifies a maturation of the AR/VPS market, as organizations move beyond experimental deployments to integrate spatial computing solutions into their core operations for tangible business value. The proven benefits in areas such as training, maintenance, and quality control are driving widespread implementation, necessitating robust and scalable AR/VPS infrastructure. This accelerated adoption reflects a growing confidence in the technology's return on investment. For example, according to Reality Atlas on July 9, 2026, Lockheed Martin's Space division achieved an 85% reduction in manufacturing training and activity ramp-up time after adopting AR work instructions.

Segmental Insights

Growth Drivers for Campus and Industrial-Site VPS Infrastructure
The Campus and Industrial-Site Scale segment is demonstrating the most significant growth within the Global AR and Persistent Spatial Mapping (VPS) Infrastructure Market. This rapid expansion is fundamentally driven by the escalating need for operational efficiency and precise management within extensive industrial facilities and large university campuses. Digitalization in manufacturing and the increasing automation of warehouses demand comprehensive spatial maps across multiple connected buildings and operational zones, where persistent spatial mapping provides stable, centimeter-accurate location data for critical industrial functions and logistics. Additionally, the requirement for real-time asset tracking, streamlined facility maintenance, and enhanced safety protocols in campus environments strongly propels the adoption of this infrastructure, especially given the frequent changes in physical layouts.

Regional Insights

North America Emerges as Leader in AR and Persistent Spatial Mapping Infrastructure
North America stands as the dominant region in the Global AR and Persistent Spatial Mapping (VPS) Infrastructure Market. This leadership is attributed to its robust technological infrastructure and the strong presence of major technology companies, which significantly drive innovation and development in spatial computing solutions. The region benefits from substantial investments in research and development, fostering an environment of continuous advancement in AR and VPS technologies. Additionally, North America demonstrates early and widespread adoption of these immersive technologies across diverse industries such as healthcare, manufacturing, and entertainment, leveraging persistent spatial mapping for applications like enhanced training, remote collaboration, and detailed environmental understanding.

Recent Developments

In November 2025, Esri introduced significant innovations within its ArcGIS Reality suite through its latest releases. These updates brought groundbreaking capabilities in photorealistic 3D mapping and geospatial intelligence, including the introduction of Gaussian splats. This new 3D layer dramatically enhances the fidelity of visualizations, capturing fine details of infrastructure, vegetation, and urban environments with exceptional clarity. Gaussian splats can be generated across several ArcGIS Reality applications and are viewable in ArcGIS Pro, marking a substantial advancement in creating lifelike digital representations of the world, directly supporting the robust visual infrastructure required for persistent spatial mapping.
In July 2025, Niantic Spatial continued its efforts to redefine digital mapping by focusing on more accurate visual positioning systems, leveraging extensive data gathered from Pokémon Go. The company's renewed emphasis on foundational visual positioning system (VPS) technology is poised to enhance the precision of AR experiences. Concurrently, RP1 launched its initial "metaverse browser," which aims to create a comprehensive digital twin of Earth, facilitating the seamless integration of physical and virtual environments. These developments represent significant breakthroughs in refining the underlying infrastructure necessary for advanced augmented reality and persistent spatial mapping applications.
In May 2024, Google announced new Geospatial AR features and a pilot program integrating augmented reality content into Google Maps. This initiative allows select partners to showcase AR experiences directly within Google Maps, which is used by over a billion people globally for navigation and exploration. The updates to Geospatial Creator, powered by ARCore and Photorealistic 3D Tiles from Google Maps Platform, also included enhancements to localization speed and anchor accuracy. These advancements are crucial for improving world-anchored immersive experiences, directly contributing to the evolution of persistent spatial mapping infrastructure for augmented reality applications.
In the second quarter of 2024, Esri expanded its strategic collaboration with Microsoft by integrating 140 spatial analytics tools and functions into Microsoft Fabric, an AI-powered analytics platform. This integration enables seamless data flow across an organization's various Microsoft environments, including Microsoft OneLake and Power BI, alongside the ArcGIS platform. Users of Microsoft Fabric gained direct access to sophisticated spatial analytics tools and an extensive library of authoritative spatial data, facilitating the creation of interactive visualizations and maps. This collaboration enhances the foundational infrastructure for managing and analyzing geospatial data, which is vital for the development and deployment of persistent spatial mapping within the AR market.

Key Market Players

Niantic Spatial, Inc.
Immersal Oy
EasyAR Technology Co., Ltd.
Sturfee, Inc.
Visualix GmbH
Placenote, Inc.
MultiSet AI, Inc.
ARway.ai Inc.
Kudan Inc.
Augmented Pixels, Inc.

By Component	By Mapping Scope	By Deployment Model	By Application	By End User	By Region
Cloud, Edge, and On-Premises Infrastructure Spatial SDKs, APIs, and Content Platforms	Venue and Building Scale Campus and Industrial-Site Scale	Cloud On-Premises and Air-Gapped	AR Navigation and Wayfinding Industrial Maintenance, Assembly, and Inspection	Enterprise and Industrial Organizations Application Developers and System Integrators	North America Europe Asia Pacific South America Middle East & Africa

Report Scope:

In this report, the Global AR and Persistent Spatial Mapping (VPS) Infrastructure Market has been segmented into the following categories, in addition to the industry trends which have also been detailed below:

AR and Persistent Spatial Mapping (VPS) Infrastructure Market, By Component:

Cloud, Edge, and On-Premises Infrastructure
Spatial SDKs, APIs, and Content Platforms

AR and Persistent Spatial Mapping (VPS) Infrastructure Market, By Mapping Scope:

Venue and Building Scale
Campus and Industrial-Site Scale

AR and Persistent Spatial Mapping (VPS) Infrastructure Market, By Deployment Model:

Cloud
On-Premises and Air-Gapped

AR and Persistent Spatial Mapping (VPS) Infrastructure Market, By Application:

AR Navigation and Wayfinding
Industrial Maintenance, Assembly, and Inspection

AR and Persistent Spatial Mapping (VPS) Infrastructure Market, By End User:

Enterprise and Industrial Organizations
Application Developers and System Integrators

AR and Persistent Spatial Mapping (VPS) Infrastructure Market, By Region:

North America

United States
Canada
Mexico

Europe

France
United Kingdom
Italy
Germany
Spain

Asia Pacific

China
India
Japan
Australia
South Korea

South America

Brazil
Argentina
Colombia

Middle East & Africa

South Africa
Saudi Arabia
UAE

Competitive Landscape

Company Profiles: Detailed analysis of the major companies present in the Global AR and Persistent Spatial Mapping (VPS) Infrastructure Market.

Available Customizations:

Global AR and Persistent Spatial Mapping (VPS) Infrastructure Market report with the given market data, TechSci Research offers customizations according to a company's specific needs. The following customization options are available for the report:

Company Information

Detailed analysis and profiling of additional market players (up to five).

Global AR and Persistent Spatial Mapping (VPS) Infrastructure Market is an upcoming report to be released soon. If you wish an early delivery of this report or want to confirm the date of release, please contact us at sales@techsciresearch.com

Table of content

1. Product Overview

1.1. Market Definition

1.2. Scope of the Market

1.2.1. Markets Covered

1.2.2. Years Considered for Study

1.2.3. Key Market Segmentations

2. Research Methodology

2.1. Objective of the Study

2.2. Baseline Methodology

2.3. Key Industry Partners

2.4. Major Association and Secondary Sources

2.5. Forecasting Methodology

2.6. Data Triangulation & Validation

2.7. Assumptions and Limitations

3. Executive Summary

3.1. Overview of the Market

3.2. Overview of Key Market Segmentations

3.3. Overview of Key Market Players

3.4. Overview of Key Regions/Countries

3.5. Overview of Market Drivers, Challenges, Trends

4. Voice of Customer

5. Global AR and Persistent Spatial Mapping (VPS) Infrastructure Market Outlook

5.1. Market Size & Forecast

5.1.1. By Value

5.2. Market Share & Forecast

5.2.1. By Component (Cloud, Edge, and On-Premises Infrastructure, Spatial SDKs, APIs, and Content Platforms)

5.2.2. By Mapping Scope (Venue and Building Scale, Campus and Industrial-Site Scale)

5.2.3. By Deployment Model (Cloud, On-Premises and Air-Gapped)

5.2.4. By Application (AR Navigation and Wayfinding, Industrial Maintenance, Assembly, and Inspection)

5.2.5. By End User (Enterprise and Industrial Organizations, Application Developers and System Integrators)

5.2.6. By Region

5.2.7. By Company (2025)

5.3. Market Map

6. North America AR and Persistent Spatial Mapping (VPS) Infrastructure Market Outlook

6.1. Market Size & Forecast

6.1.1. By Value

6.2. Market Share & Forecast

6.2.1. By Component

6.2.2. By Mapping Scope

6.2.3. By Deployment Model

6.2.4. By Application

6.2.5. By End User

6.2.6. By Country

6.3. North America: Country Analysis

6.3.1. United States AR and Persistent Spatial Mapping (VPS) Infrastructure Market Outlook

6.3.1.1. Market Size & Forecast

6.3.1.1.1. By Value

6.3.1.2. Market Share & Forecast

6.3.1.2.1. By Component

6.3.1.2.2. By Mapping Scope

6.3.1.2.3. By Deployment Model

6.3.1.2.4. By Application

6.3.1.2.5. By End User

6.3.2. Canada AR and Persistent Spatial Mapping (VPS) Infrastructure Market Outlook

6.3.2.1. Market Size & Forecast

6.3.2.1.1. By Value

6.3.2.2. Market Share & Forecast

6.3.2.2.1. By Component

6.3.2.2.2. By Mapping Scope

6.3.2.2.3. By Deployment Model

6.3.2.2.4. By Application

6.3.2.2.5. By End User

6.3.3. Mexico AR and Persistent Spatial Mapping (VPS) Infrastructure Market Outlook

6.3.3.1. Market Size & Forecast

6.3.3.1.1. By Value

6.3.3.2. Market Share & Forecast

6.3.3.2.1. By Component

6.3.3.2.2. By Mapping Scope

6.3.3.2.3. By Deployment Model

6.3.3.2.4. By Application

6.3.3.2.5. By End User

7. Europe AR and Persistent Spatial Mapping (VPS) Infrastructure Market Outlook

7.1. Market Size & Forecast

7.1.1. By Value

7.2. Market Share & Forecast

7.2.1. By Component

7.2.2. By Mapping Scope

7.2.3. By Deployment Model

7.2.4. By Application

7.2.5. By End User

7.2.6. By Country

7.3. Europe: Country Analysis

7.3.1. Germany AR and Persistent Spatial Mapping (VPS) Infrastructure Market Outlook

7.3.1.1. Market Size & Forecast

7.3.1.1.1. By Value

7.3.1.2. Market Share & Forecast

7.3.1.2.1. By Component

7.3.1.2.2. By Mapping Scope

7.3.1.2.3. By Deployment Model

7.3.1.2.4. By Application

7.3.1.2.5. By End User

7.3.2. France AR and Persistent Spatial Mapping (VPS) Infrastructure Market Outlook

7.3.2.1. Market Size & Forecast

7.3.2.1.1. By Value

7.3.2.2. Market Share & Forecast

7.3.2.2.1. By Component

7.3.2.2.2. By Mapping Scope

7.3.2.2.3. By Deployment Model

7.3.2.2.4. By Application

7.3.2.2.5. By End User

7.3.3. United Kingdom AR and Persistent Spatial Mapping (VPS) Infrastructure Market Outlook

7.3.3.1. Market Size & Forecast

7.3.3.1.1. By Value

7.3.3.2. Market Share & Forecast

7.3.3.2.1. By Component

7.3.3.2.2. By Mapping Scope

7.3.3.2.3. By Deployment Model

7.3.3.2.4. By Application

7.3.3.2.5. By End User

7.3.4. Italy AR and Persistent Spatial Mapping (VPS) Infrastructure Market Outlook

7.3.4.1. Market Size & Forecast

7.3.4.1.1. By Value

7.3.4.2. Market Share & Forecast

7.3.4.2.1. By Component

7.3.4.2.2. By Mapping Scope

7.3.4.2.3. By Deployment Model

7.3.4.2.4. By Application

7.3.4.2.5. By End User

7.3.5. Spain AR and Persistent Spatial Mapping (VPS) Infrastructure Market Outlook

7.3.5.1. Market Size & Forecast

7.3.5.1.1. By Value

7.3.5.2. Market Share & Forecast

7.3.5.2.1. By Component

7.3.5.2.2. By Mapping Scope

7.3.5.2.3. By Deployment Model

7.3.5.2.4. By Application

7.3.5.2.5. By End User

8. Asia Pacific AR and Persistent Spatial Mapping (VPS) Infrastructure Market Outlook

8.1. Market Size & Forecast

8.1.1. By Value

8.2. Market Share & Forecast

8.2.1. By Component

8.2.2. By Mapping Scope

8.2.3. By Deployment Model

8.2.4. By Application

8.2.5. By End User

8.2.6. By Country

8.3. Asia Pacific: Country Analysis

8.3.1. China AR and Persistent Spatial Mapping (VPS) Infrastructure Market Outlook

8.3.1.1. Market Size & Forecast

8.3.1.1.1. By Value

8.3.1.2. Market Share & Forecast

8.3.1.2.1. By Component

8.3.1.2.2. By Mapping Scope

8.3.1.2.3. By Deployment Model

8.3.1.2.4. By Application

8.3.1.2.5. By End User

8.3.2. India AR and Persistent Spatial Mapping (VPS) Infrastructure Market Outlook

8.3.2.1. Market Size & Forecast

8.3.2.1.1. By Value

8.3.2.2. Market Share & Forecast

8.3.2.2.1. By Component

8.3.2.2.2. By Mapping Scope

8.3.2.2.3. By Deployment Model

8.3.2.2.4. By Application

8.3.2.2.5. By End User

8.3.3. Japan AR and Persistent Spatial Mapping (VPS) Infrastructure Market Outlook

8.3.3.1. Market Size & Forecast

8.3.3.1.1. By Value

8.3.3.2. Market Share & Forecast

8.3.3.2.1. By Component

8.3.3.2.2. By Mapping Scope

8.3.3.2.3. By Deployment Model

8.3.3.2.4. By Application

8.3.3.2.5. By End User

8.3.4. South Korea AR and Persistent Spatial Mapping (VPS) Infrastructure Market Outlook

8.3.4.1. Market Size & Forecast

8.3.4.1.1. By Value

8.3.4.2. Market Share & Forecast

8.3.4.2.1. By Component

8.3.4.2.2. By Mapping Scope

8.3.4.2.3. By Deployment Model

8.3.4.2.4. By Application

8.3.4.2.5. By End User

8.3.5. Australia AR and Persistent Spatial Mapping (VPS) Infrastructure Market Outlook

8.3.5.1. Market Size & Forecast

8.3.5.1.1. By Value

8.3.5.2. Market Share & Forecast

8.3.5.2.1. By Component

8.3.5.2.2. By Mapping Scope

8.3.5.2.3. By Deployment Model

8.3.5.2.4. By Application

8.3.5.2.5. By End User

9. Middle East & Africa AR and Persistent Spatial Mapping (VPS) Infrastructure Market Outlook

9.1. Market Size & Forecast

9.1.1. By Value

9.2. Market Share & Forecast

9.2.1. By Component

9.2.2. By Mapping Scope

9.2.3. By Deployment Model

9.2.4. By Application

9.2.5. By End User

9.2.6. By Country

9.3. Middle East & Africa: Country Analysis

9.3.1. Saudi Arabia AR and Persistent Spatial Mapping (VPS) Infrastructure Market Outlook

9.3.1.1. Market Size & Forecast

9.3.1.1.1. By Value

9.3.1.2. Market Share & Forecast

9.3.1.2.1. By Component

9.3.1.2.2. By Mapping Scope

9.3.1.2.3. By Deployment Model

9.3.1.2.4. By Application

9.3.1.2.5. By End User

9.3.2. UAE AR and Persistent Spatial Mapping (VPS) Infrastructure Market Outlook

9.3.2.1. Market Size & Forecast

9.3.2.1.1. By Value

9.3.2.2. Market Share & Forecast

9.3.2.2.1. By Component

9.3.2.2.2. By Mapping Scope

9.3.2.2.3. By Deployment Model

9.3.2.2.4. By Application

9.3.2.2.5. By End User

9.3.3. South Africa AR and Persistent Spatial Mapping (VPS) Infrastructure Market Outlook

9.3.3.1. Market Size & Forecast

9.3.3.1.1. By Value

9.3.3.2. Market Share & Forecast

9.3.3.2.1. By Component

9.3.3.2.2. By Mapping Scope

9.3.3.2.3. By Deployment Model

9.3.3.2.4. By Application

9.3.3.2.5. By End User

10. South America AR and Persistent Spatial Mapping (VPS) Infrastructure Market Outlook

10.1. Market Size & Forecast

10.1.1. By Value

10.2. Market Share & Forecast

10.2.1. By Component

10.2.2. By Mapping Scope

10.2.3. By Deployment Model

10.2.4. By Application

10.2.5. By End User

10.2.6. By Country

10.3. South America: Country Analysis

10.3.1. Brazil AR and Persistent Spatial Mapping (VPS) Infrastructure Market Outlook

10.3.1.1. Market Size & Forecast

10.3.1.1.1. By Value

10.3.1.2. Market Share & Forecast

10.3.1.2.1. By Component

10.3.1.2.2. By Mapping Scope

10.3.1.2.3. By Deployment Model

10.3.1.2.4. By Application

10.3.1.2.5. By End User

10.3.2. Colombia AR and Persistent Spatial Mapping (VPS) Infrastructure Market Outlook

10.3.2.1. Market Size & Forecast

10.3.2.1.1. By Value

10.3.2.2. Market Share & Forecast

10.3.2.2.1. By Component

10.3.2.2.2. By Mapping Scope

10.3.2.2.3. By Deployment Model

10.3.2.2.4. By Application

10.3.2.2.5. By End User

10.3.3. Argentina AR and Persistent Spatial Mapping (VPS) Infrastructure Market Outlook

10.3.3.1. Market Size & Forecast

10.3.3.1.1. By Value

10.3.3.2. Market Share & Forecast

10.3.3.2.1. By Component

10.3.3.2.2. By Mapping Scope

10.3.3.2.3. By Deployment Model

10.3.3.2.4. By Application

10.3.3.2.5. By End User

11. Market Dynamics

11.1. Drivers

11.2. Challenges

12. Market Trends & Developments

12.1. Merger & Acquisition (If Any)

12.2. Product Launches (If Any)

12.3. Recent Developments

13. Global AR and Persistent Spatial Mapping (VPS) Infrastructure Market: SWOT Analysis

14. Porter's Five Forces Analysis

14.1. Competition in the Industry

14.2. Potential of New Entrants

14.3. Power of Suppliers

14.4. Power of Customers

14.5. Threat of Substitute Products

15. Competitive Landscape

15.1. Niantic Spatial, Inc.

15.1.1. Business Overview

15.1.2. Products & Services

15.1.3. Recent Developments

15.1.4. Key Personnel

15.1.5. SWOT Analysis

15.2. Immersal Oy

15.3. EasyAR Technology Co., Ltd.

15.4. Sturfee, Inc.

15.5. Visualix GmbH

15.6. Placenote, Inc.

15.7. MultiSet AI, Inc.

15.8. ARway.ai Inc.

15.9. Kudan Inc.

15.10. Augmented Pixels, Inc.

16. Strategic Recommendations

17. About Us & Disclaimer

Report Description

Table of content

Figures and Tables

Frequently asked questions

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