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Jigsaw

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uuid0009x19

Namestring
Jigsaw
Legal namestring
Jigsaw
Company typeenum
Private
Founded yearint
2010
Descriptiontext

Jigsaw is an incubator within Google (Alphabet) that builds technologies aimed at closing what it terms the "structural agency" deficit — the gap between people's desire to shape the world around them and their ability to do so. Founded in 2010 and headquartered in New York with 11-50 employees, Jigsaw operates as a strategic internal unit of Alphabet rather than as a standalone commercial entity; its co-founder is Eric Schmidt and its R&D is led by Yasmin Green. Its portfolio comprises six research initiatives: AI-powered scaling of traditional focus groups to a national level, AI-reimagined town-hall meetings, free-speech protection infrastructure, DDoS protection for civil society, encrypted web technologies, and AI-supported online conversations. Underlying technology draws on Google's AI/ML capabilities, global infrastructure, and threat-intelligence data to deliver capabilities at internet scale.

The business model is non-commercial in the conventional sense: Jigsaw does not publish pricing, and its products are distributed either through integration into Google's broader product ecosystem, as open-source releases on the Jigsaw-Code GitHub repository, or via partnerships with civil society organizations, journalists, and NGOs. As such, the unit is funded through Alphabet's internal budget rather than external revenue, and there are no disclosed customer contracts, ARR figures, or pricing tiers. Customer segments are effectively end users — the general public, journalists, and civil society organizations — rather than paying enterprise accounts. In addition to its incubator activities, Jigsaw has begun participating as a venture investor, most notably in Lawhive's $60 million Series B in February 2026 alongside GV, Balderton Capital, and TQ Ventures, signaling an outward-facing ecosystem role rather than a standalone commercial operation.

Short descriptiontext

Jigsaw is a Google incubator building AI-powered technologies to expand people's structural agency through civic engagement, free-speech protection, DDoS defense, and encrypted web tools distributed via Google's ecosystem and open source.

Operating statusenum
Operating
Ownership categoryenum
Headcount rangeband
11–50
akta.pro rankint
HeadquartersNew York, United States
HQ citystring
New York
HQ countrystring
United States
HQ regionstring
North America
Markets served

Serves global market

Keyword5 values
digital safety technologies, civic engagement AI, online speech protection, encrypted web privacy, civil society cybersecurity
NAICS code2 codes
  • 54151
  • 51
SIC code2 codes
  • 7372
  • 7373
Product category
Digital Safety & Civic Technology
Marketing channels4 records

Each record includes

Title, Type, Stage, Description, Source

Distribution channels3 records

Each record includes

Title, Type, Scope, Target buyer, Description, Source

Cost components4 values
Personnel, Technology or R&D, Infrastructure, Operations
GTM typeB2B
B2B
Offering typeSoftware
Software
Core offering1 text field

Jigsaw is an incubator within Google that builds AI-powered technologies aimed at giving people greater agency in the decisions and systems that affect their lives. Its portfolio spans six initiative areas: AI-scaled civic focus groups, AI-era town hall meetings, free speech protection, DDoS defense for civil society, encrypted web technologies, and AI-supported online conversations. Offerings are deployed through Google's product ecosystem, open-source releases, and partnerships with civil society organizations.

Differentiator
Functional benefit
Problem solved
Quantifiable outcome1 of 2 values shown
  • Protecting free speech for tens of millions around the world
+1 more record
Product overview1 text field

Jigsaw is an incubator within Google that builds technologies to give people greater agency in the world around them. Rather than a unified commercial product, Jigsaw operates as a portfolio of research initiatives and technologies focused on digital safety, civic engagement, and privacy. The portfolio includes six main initiative areas: Scaling Traditional Focus Groups to the Size of the Nation with AI, Reimagining the Town Hall Meeting for the AI Age, Protecting Free Speech for Tens of Millions Around the World, Protecting Essential Information from Digital Attacks, Advancing a More Private Encrypted Web for Everyone, and Supporting Online Conversations at Scale with AI. These initiatives address structural agency—the gap between people's desire to shape their world and their ability to do so—through AI-powered tools.

Product and service6 records
1Scaling Traditional Focus Groups to the Size of the Nation with AI
CategoryCivic engagement technology
Description

AI-powered research initiative that scales traditional focus group methodologies to amplify and understand the voices of everyday Americans at national scope, addressing the limitations of small-sample civic research.

2Reimagining the Town Hall Meeting for the AI Age
CategoryCivic engagement technology
Description

Digital civic engagement initiative enabling an entire county to come together and collectively shape its future, re-imagining the traditional town hall for the AI age.

3Protecting Free Speech for Tens of Millions Around the World
CategoryDigital safety and free expression technology
Description

Tools providing a reliable and secure connection to access and share information online, supporting free expression globally for tens of millions of users facing censorship or restricted access.

4Protecting Essential Information from Digital Attacks
CategoryCivil society cybersecurity
Description

DDoS protection service leveraging Google's scale to defend civil society organizations and their essential online information against distributed denial-of-service cyberattacks.

5Advancing a More Private, Encrypted Web for Everyone
CategoryWeb privacy and encryption technology
Description

Technologies securing the foundations of the web to give billions of users more control over their digital lives through encryption and privacy-enhancing web infrastructure.

6Supporting Online Conversations at Scale with AI
CategoryAI-supported online conversation technology
Description

AI-powered capabilities enabling communities to have meaningful conversations at scale, supporting healthy and constructive online discourse through moderation and facilitation.

Recent move6 records

Each record includes

Date, Type, Title, Description, Source

Expansion highlight6 records

Each record includes

Type, Description

Peers10 records
TypeDirect peer
Description

Operates Project Galileo, which provides free DDoS protection and security services to civil society, journalists, and NGOs — directly comparable to Jigsaw's 'Protecting Essential Information from Digital Attacks' initiative. Cloudflare is also a much broader commercial CDN/security incumbent.

TypeDirect peer
Description

Mission-driven organization focused on a healthy internet, including privacy, encryption, and free expression — closely aligned with Jigsaw's 'Advancing a More Private, Encrypted Web for Everyone' initiative. Both release open-source tools benefiting billions of users.

TypeDirect peer
Description

Develops Signal, an end-to-end encrypted messaging platform that enables secure communication and free expression globally. Comparable to Jigsaw's 'Protecting Free Speech' and encrypted communications work, with a similar nonprofit/open-source operating model.

TypeDirect peer
Description

Provides Proton VPN, Proton Mail, and other encrypted, privacy-focused consumer tools — directly comparable to Jigsaw's encrypted web and free speech protection initiatives. Operates as a commercial entity with similar mission orientation.

TypeDirect peer
Description

Leading nonprofit defending civil liberties in the digital world, including free speech, privacy, and encryption advocacy. EFF's policy and tooling work overlaps substantially with Jigsaw's structural-agency and internet-freedom mandate.

TypeDirect peer
Description

International digital rights organization that defends and extends the digital rights of users at risk, including censorship circumvention and civic-tech protection. Operates the #KeepItOn coalition, a structural parallel to Jigsaw's free-expression work.

TypeDirect peer
Description

Maintains the Tor network for anonymous communication and censorship circumvention, with comparable mission to Jigsaw's free speech and privacy tools. Open-source, nonprofit operating model similar in spirit.

TypeBroad incumbent
Description

AI research institute pursuing AI for the common good with open-source releases. Overlaps with Jigsaw on AI applied to societal benefit, though AI2 is a research-focused incumbent rather than a deployment-oriented civic-tech incubator.

TypeEmerging player
Description

Academic research center studying abuse of the internet, including election integrity, disinformation, and platform safety. Comparable in mission space to Jigsaw's civic-conversation and free-speech work, with a research rather than deployment orientation.

TypeEmerging player
Description

Global nonprofit that uses video and technology to support human rights documentation and civic accountability. Comparable to Jigsaw's 'structural agency' framing around empowering people to shape decisions and systems.

Market position
Strengths5 records

Each record includes

Headline, Details, Source

Weaknesses4 records

Each record includes

Headline, Details, Source

Competitive moat5 records

Each record includes

Type, Details

Key risks5 records

Each record includes

Headline, Details, Source

Key highlights6 records

Each record includes

Headline, Details, Source

Customer concentration

Classification, Details

Segment1 record

Each record includes

Title, Type, Primary, Description, Pain point addressed, Use case, Source

Ideal customer profile4 records

Each record includes

Profile, Firmographic size, Sales motion, Sales cycle length, Buying structure, Purchase trigger, Buyer persona, Geography, Industry vertical, Primary use case, Description, Pain points, Evidence proof points, Target buyer

Technology focused
Yes
API detail
Has APIbool
No

Docs URL, Description

AI maturity
App detail

Has app

Feature6 records

Each record includes

Title, Differentiator, Description, Source

Core technology
Revenue estimate
Valuation estimate
Number of profiles
Profiles2 records

Each record includes

Name, Designation, Designation category, Overview, Profile commentary, Source

No data
No data
Funding overview

Funding stage, Last funding date, Total funding USD

Funding rounds

Each record includes

Round, Amount USD, Date, Pre money valuation, Total investors, Investors, News

Investors

Each record includes

Name, Type, Date of entry, Rounds participated, Website

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Each record includes

Name, Acquisition type, Announced date, Completed date, Status, Website, News

Investment4 records

Each record includes

Name, Round, Announced date, Lead investor, Website, News

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Jigsaw

Digital Safety & Civic Technologyjigsaw.google.com

Jigsaw is a Google incubator building AI-powered technologies to expand people's structural agency through civic engagement, free-speech protection, DDoS defense, and encrypted web tools distributed via Google's ecosystem and open source.

What Jigsaw does

Jigsaw is an incubator within Google (Alphabet) that builds technologies aimed at closing what it terms the "structural agency" deficit — the gap between people's desire to shape the world around them and their ability to do so. Founded in 2010 and headquartered in New York with 11-50 employees, Jigsaw operates as a strategic internal unit of Alphabet rather than as a standalone commercial entity; its co-founder is Eric Schmidt and its R&D is led by Yasmin Green. Its portfolio comprises six research initiatives: AI-powered scaling of traditional focus groups to a national level, AI-reimagined town-hall meetings, free-speech protection infrastructure, DDoS protection for civil society, encrypted web technologies, and AI-supported online conversations. Underlying technology draws on Google's AI/ML capabilities, global infrastructure, and threat-intelligence data to deliver capabilities at internet scale.

The business model is non-commercial in the conventional sense: Jigsaw does not publish pricing, and its products are distributed either through integration into Google's broader product ecosystem, as open-source releases on the Jigsaw-Code GitHub repository, or via partnerships with civil society organizations, journalists, and NGOs. As such, the unit is funded through Alphabet's internal budget rather than external revenue, and there are no disclosed customer contracts, ARR figures, or pricing tiers. Customer segments are effectively end users — the general public, journalists, and civil society organizations — rather than paying enterprise accounts. In addition to its incubator activities, Jigsaw has begun participating as a venture investor, most notably in Lawhive's $60 million Series B in February 2026 alongside GV, Balderton Capital, and TQ Ventures, signaling an outward-facing ecosystem role rather than a standalone commercial operation.

Jigsaw firmographics

Firmographics
Name
Jigsaw
Legal name
Jigsaw
Website
https://jigsaw.google.com
Company type
Private
Founded year
2010
Operating status
Operating
Headcount range
11–50 employees
Short description
Jigsaw is a Google incubator building AI-powered technologies to expand people's structural agency through civic engagement, free-speech protection, DDoS defense, and encrypted web tools distributed via Google's ecosystem and open source.
Ownership category
akta.pro rank

Where Jigsaw is headquartered

Location

Headquarters

HQ city
New York
HQ country
United States
HQ region
North America

Markets served

Jigsaw business model

Business model
GTM type
B2B
Offering type
Software
Cost components
Personnel, Technology or R&D, Infrastructure, Operations

Distribution channels3 records

Marketing channels4 records

Jigsaw product offering

Product offering

Core offering

Jigsaw is an incubator within Google that builds AI-powered technologies aimed at giving people greater agency in the decisions and systems that affect their lives. Its portfolio spans six initiative areas: AI-scaled civic focus groups, AI-era town hall meetings, free speech protection, DDoS defense for civil society, encrypted web technologies, and AI-supported online conversations. Offerings are deployed through Google's product ecosystem, open-source releases, and partnerships with civil society organizations.

Product overview

Jigsaw is an incubator within Google that builds technologies to give people greater agency in the world around them. Rather than a unified commercial product, Jigsaw operates as a portfolio of research initiatives and technologies focused on digital safety, civic engagement, and privacy. The portfolio includes six main initiative areas: Scaling Traditional Focus Groups to the Size of the Nation with AI, Reimagining the Town Hall Meeting for the AI Age, Protecting Free Speech for Tens of Millions Around the World, Protecting Essential Information from Digital Attacks, Advancing a More Private Encrypted Web for Everyone, and Supporting Online Conversations at Scale with AI. These initiatives address structural agency—the gap between people's desire to shape their world and their ability to do so—through AI-powered tools.

Differentiator

Problem solved

Functional benefit

Products and services

  • Scaling Traditional Focus Groups to the Size of the Nation with AI AI-powered research initiative that scales traditional focus group methodologies to amplify and understand the voices of everyday Americans at national scope, addressing the limitations of small-sample civic research.
  • Reimagining the Town Hall Meeting for the AI Age Digital civic engagement initiative enabling an entire county to come together and collectively shape its future, re-imagining the traditional town hall for the AI age.
  • Protecting Free Speech for Tens of Millions Around the World Tools providing a reliable and secure connection to access and share information online, supporting free expression globally for tens of millions of users facing censorship or restricted access.
  • Protecting Essential Information from Digital Attacks DDoS protection service leveraging Google's scale to defend civil society organizations and their essential online information against distributed denial-of-service cyberattacks.
  • Advancing a More Private, Encrypted Web for Everyone Technologies securing the foundations of the web to give billions of users more control over their digital lives through encryption and privacy-enhancing web infrastructure.
  • Supporting Online Conversations at Scale with AI AI-powered capabilities enabling communities to have meaningful conversations at scale, supporting healthy and constructive online discourse through moderation and facilitation.

Quantifiable outcome

  • Protecting free speech for tens of millions around the world
  • +1 more outcomes

Companies that use Jigsaw

Customer profile

Segments1 record

Ideal customer profiles4 records

Jigsaw technology and API

Technology

Technology focussed Yes

API detail

Has API
No
API docs
API detail

Core technology

AI maturity

App detail

Feature6 records

Jigsaw partnerships and signals

Strategic signal

Recent moves6 records

Expansion highlights6 records

Jigsaw competitors and assessment

Company assessment

Direct peers

  • Cloudflare: Operates Project Galileo, which provides free DDoS protection and security services to civil society, journalists, and NGOs — directly comparable to Jigsaw's 'Protecting Essential Information from Digital Attacks' initiative. Cloudflare is also a much broader commercial CDN/security incumbent.
  • Mozilla Foundation: Mission-driven organization focused on a healthy internet, including privacy, encryption, and free expression — closely aligned with Jigsaw's 'Advancing a More Private, Encrypted Web for Everyone' initiative. Both release open-source tools benefiting billions of users.
  • Signal Foundation: Develops Signal, an end-to-end encrypted messaging platform that enables secure communication and free expression globally. Comparable to Jigsaw's 'Protecting Free Speech' and encrypted communications work, with a similar nonprofit/open-source operating model.
  • Proton: Provides Proton VPN, Proton Mail, and other encrypted, privacy-focused consumer tools — directly comparable to Jigsaw's encrypted web and free speech protection initiatives. Operates as a commercial entity with similar mission orientation.
  • Electronic Frontier Foundation (EFF): Leading nonprofit defending civil liberties in the digital world, including free speech, privacy, and encryption advocacy. EFF's policy and tooling work overlaps substantially with Jigsaw's structural-agency and internet-freedom mandate.
  • Access Now: International digital rights organization that defends and extends the digital rights of users at risk, including censorship circumvention and civic-tech protection. Operates the #KeepItOn coalition, a structural parallel to Jigsaw's free-expression work.
  • Tor Project: Maintains the Tor network for anonymous communication and censorship circumvention, with comparable mission to Jigsaw's free speech and privacy tools. Open-source, nonprofit operating model similar in spirit.

Broad incumbents

  • Allen Institute for AI (AI2): AI research institute pursuing AI for the common good with open-source releases. Overlaps with Jigsaw on AI applied to societal benefit, though AI2 is a research-focused incumbent rather than a deployment-oriented civic-tech incubator.

Emerging players

  • Stanford Internet Observatory: Academic research center studying abuse of the internet, including election integrity, disinformation, and platform safety. Comparable in mission space to Jigsaw's civic-conversation and free-speech work, with a research rather than deployment orientation.
  • Witness: Global nonprofit that uses video and technology to support human rights documentation and civic accountability. Comparable to Jigsaw's 'structural agency' framing around empowering people to shape decisions and systems.

Market position

Strengths5 records

Weaknesses4 records

Competitive moat5 records

Key risks5 records

Key highlights6 records

Customer concentration

Jigsaw social profiles

Digital presence

Jigsaw financial estimates

Financial estimate

Revenue estimate

Valuation estimate

Jigsaw leadership team

Management profile

Number of profiles

Profiles2 records

Jigsaw funding detail

Funding detail

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

Jigsaw M&A and investment

M&A and investment

M&A

Investments4 records

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Jigsaw

What does Jigsaw do?

Jigsaw is an incubator within Google that builds AI-powered technologies aimed at giving people greater agency in the decisions and systems that affect their lives. Its portfolio spans six initiative areas: AI-scaled civic focus groups, AI-era town hall meetings, free speech protection, DDoS defense for civil society, encrypted web technologies, and AI-supported online conversations. Offerings are deployed through Google's product ecosystem, open-source releases, and partnerships with civil society organizations.

Is Jigsaw a public or private company?

Jigsaw is a private company. It is classified as corporate owned and is currently operating.

When was Jigsaw founded?

Jigsaw was founded in 2010. It employs 11 to 50 people.

Where is Jigsaw based?

Jigsaw is headquartered in New York, United States, in the North America region.

Who are Jigsaw's main competitors?

Direct peers on record are Cloudflare, Mozilla Foundation, Signal Foundation, Proton, Electronic Frontier Foundation (EFF), Access Now and Tor Project. Allen Institute for AI (AI2) is listed as a broad incumbent. Emerging players are Stanford Internet Observatory and Witness.

Does Jigsaw have an API?

No public API is recorded for Jigsaw.

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Live signals
The FulcrumWho Will Be the First American Candidate To Harness AIThe article analyzes how AI is beginning to transform political campaigns, drawing parallels to Barack Obama's 2008 social media strategy and citing examples like Japan's Team Mirai party. It highlights the potential for AI to facilitate relational organizing and public feedback through tools developed by organizations such as MIT, Stanford, and Google's Jigsaw Labs. The authors argue that while deepfakes pose risks, AI offers a genuine opportunity for politicians to engage voters en masse ahead of the 2026 US midterms.BenzingaAlarming Google Study Of Gen Zers — 'They're Spending Their Time Mindlessly In Timepass Mode'A study by Jigsaw, a Google subsidiary, found that Gen Z doesn't fact-check information but instead relies on "information sensibility" - using social cues like comments and influencer opinions to judge credibility. The research discovered that Gen Z spends most of their online time in "timepass" mode, engaging with light, easy content to stay updated and relevant within social circles rather than seeking out formal news. The study suggests this approach reflects how Gen Z processes information differently rather than being less intelligent or diligent, focusing critical thinking selectively on what's immediately relevant to them.PR NewswireLa Coalition Against Online Violence lanza anuncio de servicio público y un centro de recursos para trabajar en torno a los ataques digitalesThe Coalition Against Online Violence, led by the International Women's Media Foundation (IWMF) with funding from Craig Newmark Philanthropies, Emerson Collective, Jigsaw, Knight Foundation, and Luminate Group, launched an Online Violence Response Center to help journalists cope with online threats, access trauma treatment, and continue working without self-censorship. The center, developed jointly with the International Center for Journalists (ICFJ), also released multilingual public service announcements featuring prominent journalists including Ghada Oueiss, Mimi Mefo, Morgan Radford, and Lydia Cacho. ICFJ research for UNESCO found that 73% of surveyed journalists experienced online violence during their work, with one in five suffering physical attacks linked to online abuse.PR NewswireCoalition Against Online Violence Launches PSA and Resource Hub to Address Digital AttacksThe Coalition Against Online Violence, led by the International Women's Media Foundation (IWMF), launched an Online Violence Response Hub to provide women journalists with resources including privacy protection, trauma support, and accountability measures for combating online violence. The hub, co-developed with the International Center for Journalists (ICFJ) and funded by Craig Newmark Philanthropies, Emerson Collective, Jigsaw, Knight Foundation, and the Luminate Group, also features multilingual public service announcements voiced by prominent women journalists. Research cited in the article indicates that 73 percent of women journalists experienced online violence in 2021, underscoring the urgency of this initiative.PR NewswireJigsaw, obchodná jednotka v Google, oznámila že API na redukciu toxicity - Perspective - spracováva 500 miliónov žiadostí denneJigsaw, a Google unit focused on digital threats, announced that its Perspective API now processes 500 million requests daily and effectively reduces online toxicity. The announcement coincides with the release of the third edition of Jigsaw's research journal, 'The Current,' which details the role of machine learning in fostering healthier online conversations. Partners such as Vox Media, McClatchy, OpenWeb, The New York Times, FACEIT, and Cofina have integrated the tool to improve moderation efficiency and reduce harmful content.PR NewswireJigsaw do Google anuncia que o Perspective, uma API de redução da toxicidade, está processando 500 milhões de solicitações diariamenteGoogle's Jigsaw unit announced on February 8, 2021 that its Perspective API, which uses machine learning to flag toxic comments, is handling 500 million requests daily. The company cited partners including Vox Media's Coral, The New York Times, OpenWeb and FACEIT, which reported reduced human moderation needs and fewer toxic messages. Perspective is available in six languages and Jigsaw is working to reduce bias in its models.PR NewswireGoogles Jigsaw kündigt Toxizität-reduzierende API, Perspective, an und verarbeitet 500M Anfragen täglichJigsaw, a unit of Google, announced that its Perspective API, which uses machine learning to detect offensive comments, now processes 500 million requests daily, effectively reducing online toxicity and improving conversations. The release coincides with the publication of their research magazine "The Current", which discusses the impact of online toxicity and the role of AI in fostering healthier discourse. The API has enabled various platforms to create safer dialogue spaces by providing real-time feedback on comment toxicity.PR NewswireJigsaw de Google anuncia que Perspective, la API de reducción de toxicidad, procesa 500 millones de solicitudes diariasJigsaw, a unit within Google, announced that its Perspective API, a free and open-source tool using machine learning to detect toxic comments, now processes 500 million requests daily. The tool, launched in 2017, helps platforms moderate online discussions and has been adopted by media companies and gaming platforms including Coral by Vox Media, OpenWeb, The New York Times, FACEIT, and Cofina. Studies cited in the announcement show measurable results: 40% of users changed their comments after receiving toxicity feedback, FACEIT achieved a 20% reduction in toxic messages, and Cofina decreased human moderation workload by 60%.PR NewswireGoogle's Jigsaw Announces Toxicity-Reducing API, Perspective, is Processing 500M Requests DailyJigsaw, a unit within Google, announced that its Perspective API—a free, open-source tool using machine learning to detect toxic comments—is now processing 500 million requests daily, with measurably positive results across partner platforms. The tool, launched in 2017 to combat online toxicity and harassment, is being used by media organizations and gaming platforms to provide commenter feedback and assist human moderators. Partners including The New York Times, FACEIT, and Cofina report significant reductions in toxic content and moderation workload, with the API now available in six languages to support global conversations.