Additive Manufacturing Data of Global Companies | ISTARI.AI | 18 Attributes | Verified Profiles filtered from database of over 40M+ Companies product image in hero

Additive Manufacturing Data of Global Companies | ISTARI.AI | 18 Attributes | Verified Profiles filtered from database of over 40M+ Companies

Istari.AI
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name
domain
summary
b2x
additive_manufacturing_intensity
additive_manufacturing_intensity_level
additive_manufacturing_keywords
type
employee_class
products.name
products.type
continent
country
state
region
address
main_contact_mail
main_contact_number
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Volume
40M
domains
Data Quality
95%
match rate
Avail. Formats
.csv, .json, and .parquet
File
Coverage
250
Countries
History
12
years

Data Dictionary

[Sample] Additive Manufacturing Data
Attribute Type Example Mapping
name
String Stichting 010010
domain
String 010010.org
summary
String Stichting 010010 is a non-profit organization dedicated t...
b2x
String ['B2G']
additive_manufacturing_intensity
Float 0.0931145456
additive_manufacturing_intensity_level
String low
additive_manufacturing_keywords
String ['3d printen']
type
String Company
employee_class
String unknown
products.name
String ['Robotics in the Classroom']
products.type
String ['Program']
continent
String Europe
country
String Netherlands
state
String Zuid-Holland
region
String Rotterdam
address
main_contact_mail
main_contact_number

Description

This data provide insights into how companies present and prioritize additive manufacturing on their websites.
🖨️ Additive manufacturing (3D Printing) data is a crucial driver of smart production and a foundational element of Industry 4.0. ISTARI.AI provides verified, scalable Additive Manufacturing data by analyzing how prominently Additive Manufacturing know-how is communicated on company websites. This enables both quantitative benchmarking and qualitative insight into how central Additive Manufacturing is to a company’s offerings - ensuring consistently high data quality and reliability. 📊 The dataset includes: - additive_manufacturing_intensity: Numerical indicator reflecting the prominence of additive manufacturing adoption - additive_manufacturing_intensity_level: Categorized engagement level (from very low to very high) - additive_manufacturing_keywords: Relevant Additive Manufacturing-related keywords found on the company’s website 📊 The Additive Manufacturing Score in Detail: The Additive Manufacturing Score reflects how central the topic of additive manufacturing is communicated by the company on its own website and presented as essential for its own business model. It specifically captures evidence of: - Products and services in additive manufacturing - Personnel with skills in additive manufacturing - Strategic positioning of additive manufacturing in the company’s communication Rather than simple binary classification ("AI: yes/no"), ISTARI’s WebAI delivers a continuous, nuanced score that distinguishes between marginal mentions of Additive Manufacturing and core Additive Manufacturing-focused business models. 🔍 How do we measure? The webAI AI Agent, developed by ISTARI.AI, reads and analyzes company websites to: - Identify Additive Manufacturing-related keywords - Detect and validate text segments (“paragraphs”) containing Additive Manufacturing-related content - Classify whether a paragraph reflects genuine Additive Manufacturing know-how or simply general information - Calculate a ratio of Additive Manufacturing-know-how paragraphs to total website content, resulting in a numeric Additive Manufacturing Score This approach ensures a deep contextual analysis of how central the Additive Manufacturing Score is to each company’s external communication and positioning. 🔍 How can the data be interpreted? - 0.0 = No communication of Additive Manufacturing-related know-how - 0.25 = Limited communication; e.g., a consulting firm mentioning "Additive Manufacturing services" among other topics - 2.5+ = High intensity; e.g., a startup exclusively focused on Additive Manufacturing solutions - 3.5+ = Exceptional additive manufacturing focus; typically, AM-first companies or specialized industrial technology providers. An additional categorical interpretation is provided as a helper column, ranging from "very low" to "very high" intensity. ✅ Ensuring Data Quality - The webAI AI Agent was developed in close collaboration with academic experts to guarantee expert-level accuracy. - Developed together with researchers at the University of Mannheim - Validated in the award-winning academic study: "When is AI Adoption Contagious? Epidemic Effects and Relational Embeddedness in the Inter-Firm Diffusion of Artificial Intelligence" - Co-authored by scholars from University of Mannheim, University of Giessen, University of Hohenheim, and ETH Zurich - Winner of the Best Paper Award at the R&D Management Conference 2022 - Currently under peer review in a leading international journal

Country Coverage

Africa (58)
Algeria
Angola
Benin
Botswana
Burkina Faso
Burundi
Cabo Verde
Cameroon
Central African Republic
Chad
Comoros
Congo
Congo (Democratic Republic of the)
Côte d'Ivoire
Djibouti
Egypt
Equatorial Guinea
Eritrea
Ethiopia
Gabon
Gambia
Ghana
Guinea
Guinea-Bissau
Kenya
Lesotho
Liberia
Libya
Madagascar
Malawi
Mali
Mauritania
Mauritius
Mayotte
Morocco
Mozambique
Namibia
Niger
Nigeria
Rwanda
Réunion
Saint Helena, Ascension and Tristan da Cunha
Sao Tome and Principe
Senegal
Seychelles
Sierra Leone
Somalia
South Africa
South Sudan
Sudan
Swaziland
Tanzania, United Republic of
Togo
Tunisia
Uganda
Western Sahara
Zambia
Zimbabwe
Asia (51)
Afghanistan
Armenia
Azerbaijan
Bahrain
Bangladesh
Bhutan
Brunei Darussalam
Cambodia
China
Cyprus
Georgia
Hong Kong
India
Indonesia
Iran (Islamic Republic of)
Iraq
Israel
Japan
Jordan
Kazakhstan
Korea (Democratic People's Republic of)
Korea (Republic of)
Kuwait
Kyrgyzstan
Lao People's Democratic Republic
Lebanon
Macao
Malaysia
Maldives
Mongolia
Myanmar
Nepal
Oman
Pakistan
Palestine, State of
Philippines
Qatar
Saudi Arabia
Singapore
Sri Lanka
Syrian Arab Republic
Taiwan
Tajikistan
Thailand
Timor-Leste
Turkey
Turkmenistan
United Arab Emirates
Uzbekistan
Vietnam
Yemen
Europe (52)
Albania
Andorra
Austria
Belarus
Belgium
Bosnia and Herzegovina
Bulgaria
Croatia
Czech Republic
Denmark
Estonia
Faroe Islands
Finland
France
Germany
Gibraltar
Greece
Guernsey
Holy See
Hungary
Iceland
Ireland
Isle of Man
Italy
Jersey
Kosovo
Latvia
Liechtenstein
Lithuania
Luxembourg
Macedonia (the former Yugoslav Republic of)
Malta
Moldova (Republic of)
Monaco
Montenegro
Netherlands
Norway
Poland
Portugal
Romania
Russian Federation
San Marino
Serbia
Slovakia
Slovenia
Spain
Svalbard and Jan Mayen
Sweden
Switzerland
Ukraine
United Kingdom
Åland Islands
North America (13)
Belize
Bermuda
Canada
Costa Rica
El Salvador
Greenland
Guatemala
Honduras
Mexico
Nicaragua
Panama
Saint Pierre and Miquelon
United States of America
Oceania (25)
American Samoa
Australia
Cook Islands
Fiji
French Polynesia
Guam
Kiribati
Marshall Islands
Micronesia (Federated States of)
Nauru
New Caledonia
New Zealand
Niue
Norfolk Island
Northern Mariana Islands
Palau
Papua New Guinea
Pitcairn
Samoa
Solomon Islands
Tokelau
Tonga
Tuvalu
Vanuatu
Wallis and Futuna
Other (9)
Antarctica
Bouvet Island
British Indian Ocean Territory
Christmas Island
Cocos (Keeling) Islands
French Southern Territories
Heard Island and McDonald Islands
South Georgia and the South Sandwich Islands
United States Minor Outlying Islands
South America (42)
Anguilla
Antigua and Barbuda
Argentina
Aruba
Bahamas
Barbados
Bolivia (Plurinational State of)
Bonaire, Sint Eustatius and Saba
Brazil
Cayman Islands
Chile
Colombia
Cuba
Curaçao
Dominica
Dominican Republic
Ecuador
Falkland Islands (Malvinas)
French Guiana
Grenada
Guadeloupe
Guyana
Haiti
Jamaica
Martinique
Montserrat
Paraguay
Peru
Puerto Rico
Saint Barthélemy
Saint Kitts and Nevis
Saint Lucia
Saint Martin (French part)
Saint Vincent and the Grenadines
Sint Maarten (Dutch part)
Suriname
Trinidad and Tobago
Turks and Caicos Islands
Uruguay
Venezuela (Bolivarian Republic of)
Virgin Islands (British)
Virgin Islands (U.S.)

History

12 years of historical data

Volume

40 million domains

Pricing

License Starts at
One-off purchase Available
Monthly License Available
Yearly License Available
Usage-based Available

Suitable Company Sizes

Small Business
Medium-sized Business
Enterprise

Quality

Self-reported by the provider
95%
match rate

Delivery

Methods
S3 Bucket
Email
UI Export
REST API
MCP Server
Frequency
on-demand
Format
.csv
.json
.parquet
.xls

Use Cases

Portfolio Construction
Competitor Insights
Analytics
Competitor Analytics
Company Data Enrichment

Categories

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Frequently asked questions

What is Additive Manufacturing Data of Global Companies ISTARI.AI 18 Attributes Verified Profiles filtered from database of over 40M+ Companies?

This data provide insights into how companies present and prioritize additive manufacturing on their websites.

What is Additive Manufacturing Data of Global Companies ISTARI.AI 18 Attributes Verified Profiles filtered from database of over 40M+ Companies used for?

This product has 5 key use cases. Istari.AI recommends using the data for Portfolio Construction, Competitor Insights, Analytics, Competitor Analytics, and Company Data Enrichment. Global businesses and organizations buy Address Data from Istari.AI to fuel their analytics and enrichment.

Who can use Additive Manufacturing Data of Global Companies ISTARI.AI 18 Attributes Verified Profiles filtered from database of over 40M+ Companies?

This product is best suited if you’re a Small Business, Medium-sized Business, or Enterprise looking for Address Data. Get in touch with Istari.AI to see what their data can do for your business and find out which integrations they provide.

How far back does the data in Additive Manufacturing Data of Global Companies ISTARI.AI 18 Attributes Verified Profiles filtered from database of over 40M+ Companies go?

This product has 12 years of historical coverage. It can be delivered on a on-demand basis.

Which countries does Additive Manufacturing Data of Global Companies ISTARI.AI 18 Attributes Verified Profiles filtered from database of over 40M+ Companies cover?

This product includes data covering 250 countries like USA, China, Japan, Germany, and India. Istari.AI is headquartered in Germany.

How much does Additive Manufacturing Data of Global Companies ISTARI.AI 18 Attributes Verified Profiles filtered from database of over 40M+ Companies cost?

Pricing information for Additive Manufacturing Data of Global Companies ISTARI.AI 18 Attributes Verified Profiles filtered from database of over 40M+ Companies is available by getting in contact with Istari.AI. Connect with Istari.AI to get a quote and arrange custom pricing models based on your data requirements.

How can I get Additive Manufacturing Data of Global Companies ISTARI.AI 18 Attributes Verified Profiles filtered from database of over 40M+ Companies?

Businesses can buy Address Data from Istari.AI and get the data via S3 Bucket, Email, UI Export, REST API, and MCP Server. Depending on your data requirements and subscription budget, Istari.AI can deliver this product in .csv, .json, .parquet, and .xls format.

What is the data quality of Additive Manufacturing Data of Global Companies ISTARI.AI 18 Attributes Verified Profiles filtered from database of over 40M+ Companies?

Istari.AI has reported that this product has the following quality and accuracy assurances: 95% match rate. You can compare and assess the data quality of Istari.AI using Datarade’s data marketplace.

What are similar products to Additive Manufacturing Data of Global Companies ISTARI.AI 18 Attributes Verified Profiles filtered from database of over 40M+ Companies?

This product has 3 related products. These alternatives include Digital Health Data of Global Companies ISTARI.AI 18 Attributes Verified Profiles filtered from database of over 40M+ Companies, Manufacturing Data Electrical, Electronic & Industrial Manufacturing Leaders Globally Verified Global Profiles from 700M+ Dataset, and Company Data Firmographic Data 16+ Industry Segmentation Global Coverage 101M+ Contacts (Verified E-mail, Direct Dails) 20+ Attributes. You can compare the best Address Data providers and products via Datarade’s data marketplace and get the right data for your use case.

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Monthly License Available
Yearly License Available
Usage-based Available

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