Fundraising Fox

Massive

53 employees on LinkedIn Β· 3 known investors

Massive is a web access API that routes HTTP requests through millions of opted-in volunteer devices in 195+ countries, letting AI agents, models, and data pipelines fetch live web content, render JavaScript-heavy pages, and retrieve structured search results with geo-targeting. It serves developers and enterprise teams building AI and data-collection workflows.

Also known as joinmassive.com Β· Massive Network

Founders & leadership

JGJason Grad
Jason GradinCo-Founder and CEOCo-founder and CEO of Massive, a web browsing infrastructure company that provides companies scaled access to the public web for data pipelines and AI model training. He previously founded Cheerful Giving, which was acquired by GoodWorld, and is active as an angel investor.

Investors Β· 3

Funding

SEC filings, press & company announcements

Source: company announcements and press reports β€” follow each round's link for the claim.

Company profile

researched Aug 2026

Massive provides real-time web access infrastructure for AI systems and data pipelines. Its network routes requests through devices belonging to people who have opted in via partner applications, presenting requests to target sites as ordinary residential traffic from real browsers and devices across 195+ countries. The company markets three products from a single network: a Web Access API (HTTP, HTTPS and SOCKS5 proxy endpoints for fetching live, uncached pages with geo-targeting), a Web Render API (full browser rendering with JavaScript execution and anti-bot handling, returning HTML, raw HTML or LLM-ready Markdown, with country geo-targeting and device emulation), and a Web Search API (structured JSON or raw HTML search results including organic listings, People Also Ask, top stories and sitelinks, geo-targeted by country and language, with CAPTCHA handling).

Supply for the network comes from the Massive SDK, a cross-platform kit that app developers integrate so users can opt in to pay for premium features with unused computing resources instead of ads, data or money. The SDK supports 64-bit Windows 7 and later, macOS 10.10 and later, and Android. Massive states the SDK complies with GDPR, CCPA, LGPD and the IT Act and is whitelisted by antivirus engines, and that participation is opt-in with one-click opt-out.

The company documents network-layer controls: it carries ordinary web traffic on standard web ports and blocks higher-risk destinations before requests reach participating devices, including malicious infrastructure, financial and cryptocurrency services, adult content, gambling, weapons, extremist content and remote-access services; mail and remote-administration ports are blocked outright. Denial-of-service, malware, CSAM, spam, credential stuffing, unauthorized scanning and unlawful activity are prohibited. Customer sessions cannot reach a device's home network, loopback or cloud-metadata endpoints, and per-device bandwidth caps, rate limits and anomaly detection operate continuously. Customers are vetted through identity, use-case, payment and sanctions checks before receiving production access.

Business model

Massive operates a two-sided marketplace. On the supply side, app developers embed the Massive SDK so their users can opt in to contribute unused bandwidth and computing resources in exchange for premium features, content or services; partners receive dashboard access with hourly-updated revenue reporting and are paid monthly via PayPal, reportedly earning $0.05 to $0.20 per user per month. On the demand side, customers buy API access to route web requests through that consented residential network. The company also describes partners who use its infrastructure for edge computing workloads.

Revenue comes from paid API/proxy usage by developers and enterprise teams, with a portion of proceeds paid out to app partners whose users contribute bandwidth. The FAQ states that pooled user-contributed resources generate revenue by running distributed tasks, with partner earnings reported in dollars and paid monthly.

Traction

The site reports 99.8% request success, sub-600ms latency and coverage of 195+ countries, and cites customer outcomes: Forage AI moving from 82% to 95%+ scrape success, MachinaLabs reducing fetch time from 65s to 42s, and Traject Data at 99.95% uptime and 2x faster. The company states it made the 2026 Inc. 5000 list. The about page shows roughly 20 named team members across engineering, support, sales, compliance and operations.

Latest developments

In May 2026 the company launched Massive Web Render, positioning the web as an API for AI. In July 2026 it published posts on consent and ethical sourcing and announced a Fazier feature, and in August 2026 it announced inclusion in the 2026 Inc. 5000 list. Recent content focuses on AI agent web access, answer engine optimization, ChatGPT ad intelligence and live-web grounding for LLMs.

β–ΈFull profile β€” market position, technology, go-to-market, geography, history, risks & controversies

Market position

Massive positions itself as web access infrastructure for AI agents, LLM training, and retrieval workloads, competing in the residential proxy and web data API market. Its own comparative content benchmarks it against providers such as Infatica and Rayobyte, and its market maps cover web scraping APIs, SERP APIs and ISP/residential proxy providers. Named customers cited on its site include Forage AI, MachinaLabs and Traject Data.

Massive's stated differentiators are consent-based sourcing (every IP belongs to a user of a partner app who opted in and is rewarded), compliance posture (SOC 2 and AppEsteem, GDPR/CCPA/LGPD/IT Act compliance, customer vetting and destination blocking), and a single network exposed through access, render and search APIs over standard HTTP with no SDK required for integration. It emphasizes always-live, never-cached fetches and genuinely localized geo-targeting rather than emulated locations, and states customer data is never resold or shared.

Technology

A distributed network of opted-in user devices reached via the Massive SDK, fronted by proxy endpoints (network.joinmassive.com over HTTPS, HTTP and SOCKS5 with username/API-key auth) and REST endpoints for rendering (render.joinmassive.com/browser) and search (search.joinmassive.com/search) authenticated with bearer tokens. The render layer performs JavaScript execution, fingerprint and anti-bot handling, automatic retries, device emulation and HTML-to-Markdown conversion, removing the need for customer-managed headless browser fleets. Server-side controls include destination category blocking, port restrictions, per-device bandwidth caps, rate limiting and anomaly detection.

Go-to-market

Self-serve developer onboarding (obtain an API key, read the docs) combined with a sales team including mid-market sales, account executive and sales representative roles. Content marketing is heavy: a large blog covering proxies, scraping, price intelligence, AI agents and market maps, plus dozens of integration guides for anti-detect browsers and automation tools (Multilogin, GoLogin, AdsPower, Kameleo, Octo Browser, Dolphin{anty}, ixBrowser and others). Published integrations cover Python, Node.js, Go, Ruby, .NET, cURL, Puppeteer, Playwright, Selenium, Scrapy, Crawlee, Crawl4AI, Zapier, n8n and agent frameworks such as LangChain, AutoGPT and CrewAI. Supply-side go-to-market runs through an app partner program for SDK integration.

Developers and enterprise teams building AI agents, LLM training and RAG/retrieval pipelines, plus web-intelligence use cases such as price monitoring, ad verification and market research. On the supply side, app developers seeking an alternative to ads and paywalls.

Geography

The network spans 195+ countries. The company is remote by default; staff are listed as based in the United States, Italy, Paraguay, the Philippines, the United Kingdom and Lithuania.

History

Public sources document product and recognition milestones rather than a full corporate history. The FAQ describes an earlier positioning centered on the Massive SDK and 'Massive Network' for monetizing idle CPU and bandwidth in consumer apps, while the current site positions the company as real-time web access infrastructure for AI. Blog posts date from at least 2025 through 2026, with Massive Web Render introduced in May 2026 and the company reporting placement on the 2026 Inc. 5000 list in August 2026.

Risks & controversies

The company explicitly addresses the question of how it differs from a botnet, stating it operates solely on an opt-in basis with technical controls against misuse and excessive resource consumption. Residential proxy sourcing, abuse prevention and regulatory compliance are the principal risk areas the company itself discusses; no external controversy is documented in the available sources.

Compiled by commissioned research from 8 cited public sources β€” announcements, filings, and press listed under research sources below.

Key figures

latest reported
Countries covered by networkJan 2026195
Customer result: Forage AI scrape success rateJan 202682% to 95%+ scrape success
Customer result: MachinaLabs fetch timeJan 202665s to 42s fetch time
Customer result: Traject Data uptimeJan 202699.95% uptime, 2x faster
Partner app earnings per user per monthJan 2026App partners earn $0.05 to $0.20 per user per month
Request success rateJan 202699.8%
Response latencyJan 2026600 milliseconds

Company-reported or press-reported figures, each dated to when it was claimed β€” not independently audited.

Timeline Β· 3

launches, deals, and filings
Aug 2026
Named to the 2026 Inc. 5000 list

Company blog post states Massive made the 2026 Inc. 5000.

source β†—

Jul 2026
Featured on Fazier

Company blog post announcing Massive was featured on Fazier.

source β†—

May 2026
Launch of Massive Web Render

Company blog post by CEO Jason Grad introducing Massive Web Render, described as 'The Web, as an API for AI' β€” a browser-rendering API returning HTML or Markdown.

source β†—

Dated company events from announcements, filings, and press; legal rows summarize public dockets and regulator releases.

In the news

β–ΈResearch sources Β· 8

primary sources listed

8 public sources were cited for this profile; the first-party ones are listed here.

Frequently asked questions

What does Massive do?
Massive runs a consent-based residential network in 195+ countries, offering access, render and search APIs for AI web access.
Who founded Massive?
Massive was founded by Jason Grad.
Who are Massive's investors?
Massive's investors include Coinbase Ventures, Point72 Ventures, Trousdale Ventures.