Paraform
Founded 2023 Β· 16 known investors
Paraform provides an AI-powered recruiter marketplace where human recruiters and custom AI agents collaborate to fill job openings faster than traditional hiring methods. The platform serves companies across industries seeking to accelerate talent acquisition at scale.
Also known as Paraform
Founders & leadership
Paraform was founded in 2023 by John Kim and Jeffrey Li.
Investors Β· 16
Also in the syndicate Β· 9
Funding
SEC filings, press & company announcements- Undisclosed amountSeries BMar 2026 Β· 2 sources
Scale Venture Partners (lead), A* Capital, Claire Hughes Johnson, Felicis, Harley Finkelstein, Jawed Karim, Liquid 2 Ventures, Shyam Sankar, Sundeep Jain
Source β
Source: company announcements and press reports β follow each round's link for the claim.
Company profile
researched Aug 2026Paraform operates a two-sided recruiting marketplace and, as the company describes it, an "Agentic Hiring Platform." Companies post open roles and are matched with specialized independent recruiters drawn from a network the company says exceeds 10,000 recruiters; custom AI agents work alongside those recruiters across sourcing, candidate matching, hiring-manager engagement and administrative follow-up. The company states its first product is an AI-native recruiting firm, with a longer-term goal of an all-in-one agentic hiring platform built on what it calls Hiring Intelligence and a proprietary talent graph organized around candidate strengths and passions.
On the recruiter side, Paraform supplies client demand (removing the need for individual business development), a free AI toolkit spanning sourcing, candidate matching, CRM, a notetaker and a scheduler, integrations to ATS, email and calendar, account-manager support, and handling of client communications, feedback and payments. Recruiters earn a success-fee split (the site's earnings calculator references an 80% split) plus additional rewards. On the company side, Paraform assigns a dedicated talent strategist and markets delivery of candidates "within days."
At launch the platform focused on software engineering and go-to-market roles at startups, and later expanded into research, science, manufacturing and defense roles as well as enterprise customers. Named customers cited by the company include Palantir, Rippling, Decagon, Abridge, Owner, Basis, Thomson Reuters, Arby's, Wilson Sonsini, Cursor and Windsurf. Paraform reports 1,000+ client companies, a 120-person team, and headquarters in San Francisco, with roles also based in New York.
Founding story
Co-founders John Kim and Jeffrey Li state the company originated when the two tried to recruit each other and encountered firsthand how broken the hiring process was, which became the basis for their mission to fix hiring.
Business model
Two-sided marketplace connecting employers with independent/external recruiters, augmented by AI agents. TechCrunch reported the company charges employers a listing (subscription) fee to publish jobs plus a success fee when a hire is made, with the listing fee intended to ensure employer commitment to the recruiters they work with. Recruiters receive a share of the success fee (the recruiter page references an 80% success-fee split and additional rewards) and access the platform's AI tooling free of charge.
Employer-paid listing/subscription fees for posting roles and success fees on completed hires, shared with the recruiter who makes the placement.
Traction
Company-reported figures include 10,000+ expert recruiters, 1,000+ client companies, a 70% interview rate, 3x faster hiring, a 98% satisfaction rate, and $65M raised to date. At the Series A in June 2025 the company said recruiters had earned $26M on the platform, with some on pace for $1M+ in 2025. Earlier, at the April 2024 seed round, it reported thousands of recruiters, 200+ companies supported, 10x revenue growth since the pre-seed, 100+ new customers, and more than $1M in revenue in its first year with a three-person team. Platform data cited in the Series B post: the top 12% of candidates receive more than a quarter of all offers, and the average candidate hired through Paraform earns about $260,000 per year.
Latest developments
In March 2026 Paraform announced its Series B, bringing total funding to $65M, led by Scale Venture Partners with participation from Felicis, A* Capital and Liquid 2 Ventures plus angel investors including the CTO of Palantir, co-founders of Canva and YouTube, the COO of Stripe, the President of Shopify and the CPO of Uber; the capital is earmarked for growing the customer and recruiter base, accelerating the product roadmap and scaling the team. The company is also marketing a product line it calls Paraform Intelligence and lists 15 open positions across engineering, operations, finance and data science.
βΈFull profile β market position, technology, go-to-market, geography, history, risks & controversies
Market position
Positions itself against job boards, sourcing tools, LinkedIn, traditional staffing agencies, in-house recruiting teams, and newer AI outreach/interview tools, arguing those approaches create application and outreach noise without solving matching, trust and workflow fragmentation. Claims to operate the world's largest expert recruiter network and to be backed by Scale Venture Partners, Felicis, A*, BOND, Liquid 2 and numerous operator angels.
Combines human specialized recruiters with AI agents rather than automating recruiters away, arguing that trust, relationships and context β not candidate discovery β determine hiring outcomes. Other stated differentiators include the scale of its vetted recruiter network, free AI tooling and back-office/business-development support for recruiters, dedicated talent strategists for employers, and a proprietary dataset of hiring outcomes used to improve matching.
Technology
Custom AI agents trained on the customer's hiring history that learn hiring preferences across searches, interviews and hires; matching models that analyze patterns across hiring outcomes rather than only ranking candidates; a talent graph built on candidate strengths and passions; and an AI toolkit for recruiters including sourcing, candidate matching, CRM, notetaking and scheduling, with ATS, email and calendar integrations. The company frames its research agenda around determining candidate-role fit using proprietary hiring-outcome data.
Go-to-market
Direct sign-up and demo requests through the website for both companies and recruiters, supplemented by customer case studies, recruiter success stories, referenceable enterprise logos, press coverage of funding rounds, and partnerships with existing recruiting agencies looking to scale. The company also runs recruiter community events, such as a UK recruiter gala.
Early- and late-stage startups, high-growth technology companies and larger enterprises, including organizations that already have in-house talent teams; the company says more than 50% of its customers had in-house talent teams but still posted roles on the platform. On the supply side, the platform targets independent recruiters and recruiting agencies seeking client flow and tooling.
Geography
Headquartered in San Francisco, California, with job postings also listing New York. The company reported in 2024 that it had supported customers in the EU, Korea and Australia and planned international expansion; it has since featured UK-based recruiters and held a UK recruiter gala.
History
Founded in 2023, Paraform raised a pre-seed round in March 2023 and a $3.6M seed round led by A* announced in April 2024, bringing total capital to $5M at that point. A $20M Series A led by Felicis, with A*, BOND and Liquid 2 participating, was announced in June 2025, taking total funding to $25M. A Series B led by Scale Venture Partners, with Felicis, A* Capital and Liquid 2 Ventures participating, was announced in March 2026, bringing total funding to $65M. Over that period the company grew from a team of three or four people to roughly 120 and expanded from startup engineering and go-to-market roles into research, science, manufacturing, defense and enterprise hiring.
Risks & controversies
The sources provide no reported controversies, litigation or regulatory issues. Most performance metrics (interview rate, satisfaction rate, recruiter earnings, network size) are self-reported by the company and not independently verified in the material reviewed. The company itself notes that tech role volume has fallen 36% from pre-pandemic peaks and 7% year over year, indicating a contracting hiring market.
Compiled by commissioned research from 8 cited public sources β announcements, filings, and press listed under research sources below.
Key figures
latest reportedCompany-reported or press-reported figures, each dated to when it was claimed β not independently audited.
Competitors Β· 1
by search overlapCompanies competing with Paraform for the same Google search keywords, organic and paid, via search-intersection analysis.
Timeline Β· 6
launches, deals, and filingsSeries B led by Scale Venture Partners with participation from Felicis, A* Capital, Liquid 2 Ventures and angels including Palantir's CTO, Canva and YouTube co-founders, Stripe's COO, Shopify's President and Uber's CPO. Capital allocated to growing the customer and recruiter base, the product roadmap and the team.
Company blog post covering an event held for UK-based recruiters on the platform.
Series A led by Felicis with participation from A*, BOND and Liquid 2, bringing total funding to $25M.
$20M source β
Seed round led by A*, with participation from DoorDash co-founder Evan Moore, leaders at Affirm, Hightouch, Palantir and Ramp, and previous backer Primer Sazze Partners. Brought total capital raised to $5M; earmarked for U.S. expansion, engineering and operations hiring, and entry into new countries and markets.
$3.6M source β
Company said it had rolled out an enterprise product and was branching into research, science, manufacturing and defense roles.
TechCrunch references Paraform's pre-seed raise in March 2023; amount not stated in the source.
Dated company events from announcements, filings, and press; legal rows summarize public dockets and regulator releases.
In the news
βΈResearch sources Β· 8
primary sources listed
- Paraformparaform.com Β· web
8 public sources were cited for this profile; the first-party ones are listed here.
Frequently asked questions
- What does Paraform do?
- Paraform is an agentic hiring platform pairing a network of expert recruiters with custom AI agents to fill company roles.
- Who founded Paraform?
- Paraform was founded by John Kim, Jeffrey Li in 2023.
- Who are Paraform's investors?
- Paraform's investors include A*, Avenir Growth Capital, Felicis Ventures, Launch House, Scale Venture Partners, Bond Capital Management, DST Global.




