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Simile

Enterprise AI platform simulating human behavior

Overview

Simile builds AI models that simulate human behavior to forecast how individuals and groups will respond to different scenarios, using generative agents grounded in interviews and behavioral data. Its foundation-model approach powers these agents to mimic real decision-making for tasks like testing product launches, policy changes, or corporate announcements. The platform targets enterprises seeking decision intelligence, enabling rehearsals of earnings calls, litigation outcomes, and market strategies. By grounding agents in real data and behavioral science, Simile differentiates from general AI tools and focuses on helping organizations test decisions to reduce uncertainty before acting.

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About Simile

Simplify's Rating
Why Simile is rated
B-
Rated B on Competitive Edge
Rated B on Growth Potential
Rated C on Differentiation

Industries

Data & AnalyticsEnterprise SoftwareAI & Machine Learning

Company Size

51-200

Company Stage

Late Stage VC

Total Funding

$300M

Headquarters

Palo Alto, California

Founded

2025

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Simplify's Take

What believers are saying

  • Simile raised over $200 million in July 2026, accelerating product and hiring.
  • Customers include CVS, Telstra, Deloitte, Wealthfront, and Gallup, spanning healthcare, telecom, finance.
  • The company says revenue quintupled since February 2026 and tens of millions of simulations ran.

What critics are saying

  • Simile discloses no revenue, retention, or contract values, so valuation discipline stays weak.
  • Synthetic-user outputs face trust risk if earnings-call, litigation, or pricing forecasts miss reality.
  • If regulators reject simulated human data or customers revoke trust, Simile's core product collapses.

What makes Simile unique

  • Stanford founders Joon Sung Park, Percy Liang, and Michael Bernstein anchor unusual research credibility.
  • Simile sells human-behavior simulations, not generic copilots, targeting enterprise decisions before execution.
  • Its $2 billion Series B and CVS Health Ventures backing signal rare strategic validation.

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Funding

Total Funding

$300M

Above

Industry Average

Funded Over

2 Rounds

Notable Investors:
Late VC funding comparison data is currently unavailable. We're working to provide this information soon!
Late VC Funding Comparison Coming Soon

Benefits

  • Health Insurance
  • Dental Insurance
  • Vision Insurance
  • Company Equity

Growth & Insights and Company News

Headcount

6 month growth

-11%

1 year growth

-11%

2 year growth

-11%
Tech Funding News
Sep 10th, 2026
Salesforce in talks to acquire AI customer research startup Listen Labs for $2B.

Salesforce in talks to acquire AI customer research startup Listen Labs for $2B. September 10, 2026 * Salesforce is in talks to buy AI research startup Listen Labs for about $2 billion. * Listen Labs recently walked away from a signed $125 million round at $1.5 billion. * It would be Salesforce's fourth AI acquisition of 2026, after Fin, Informatica and Convergence. Salesforce is reportedly in talks to acquire Listen Labs, a startup that uses AI to run customer interviews, for around $2 billion, according to a Business Insider report. The discussions are ongoing and could still collapse, but the number alone is striking: it is four times the $500 million valuation Listen Labs held just eight months ago. According to TechCrunch, the startup had signed a term sheet for a $125 million Series C at a $1.5 billion valuation, led by Menlo Ventures, then walked away from it before the round closed, a move VCs generally frown on. Eight months later, it appears to be betting that obsession is worth more to Salesforce than to its own cap table. A term sheet it didn't sign. Listen Labs has about $30 million in annualised revenue, roughly three times that of its closest rival, Simile, according to people familiar with the companies' finances. A $2 billion price tag on that revenue works out to a multiple of around 67 times, a figure one person with experience negotiating Salesforce exits called hard to justify even in this market. It helps explain why walking from the Menlo round makes sense on paper: Simile closed a $200 million Series B at a $2 billion valuation in late July, setting a benchmark Listen Labs' investors clearly think it can now clear. If the Salesforce talks fall apart, several VCs told TechCrunch they expect Listen Labs back on the fundraising trail chasing that number or higher. The company's growth supports the swagger. Since launching in April 2025, it has interviewed more than one million people, grown annualised revenue 15-fold, and signed on Microsoft, Anthropic, Google, Nestlé, Sweetgreen and Perplexity as clients. Its January Series B raised $69 million led by Ribbit Capital, with Evantic joining returning backers Sequoia Capital, Conviction and Pear VC, taking total funding to $100 million. From a viral avatar app to enterprise research. Alfred Wahlforss and Florian Jüngermann met while pursuing master's degrees at Harvard, where they built BeFake, an AI avatar app that hit 20,000 users on its first day. Trying to understand why some users stuck around and others didn't left them stuck: qualitative research was too slow and expensive to run at that scale. They sold BeFake and built Listen Labs instead, an AI interviewer that designs and runs interviews on its own, then turns the conversations into reports and highlight reels, drawing on a panel of more than 30 million pre-qualified participants. That pitch, replacing weeks of human-run focus groups with hours of AI-run ones, is exactly the layer Salesforce is missing. Agentforce can already tell a company what customers bought or clicked; Listen Labs' technology adds what they actually think, want and say, which could feed straight into product and sales recommendations. It would also be Salesforce's fourth AI-related acquisition this year. It acquired marketing platform Qualified for $1.2 billion in April, agreed to buy content platform Contentful for $1.5 billion in May, and closed its largest recent deal, customer-agent company Fin (formerly Intercom), for $3.6 billion in June. That spree followed 2025's $8 billion purchase of data giant Informatica and its earlier acquisition of London AI startup Convergence, which it positioned against OpenAI, Anthropic and Google. Salesforce isn't alone in paying up for AI infrastructure this quarter, either: Nvidia agreed to buy Hugging Face for $12.9 billion barely two weeks after Stripe paid roughly $8 billion for OpenRouter. And the competitor Salesforce would most want to slow down, Sierra, the customer-service agent startup founded by former Salesforce co-CEO Bret Taylor and ex-Google executive Clay Bavor, is no longer the $10 billion company it was a year ago. It raised $950 million in May at a $15.8 billion valuation, more than 30 times what Listen Labs is asking Salesforce to pay for a company with a fraction of the revenue. Whether Salesforce is willing to pay that multiple for Listen Labs, rather than let it try its luck back on the private market, is the question this deal will answer.

IntelPro
Sep 10th, 2026
AI research startup Listen Labs scrubbed a $1.5B funding round for Salesforce talks.

AI research startup Listen Labs scrubbed a $1.5B funding round for Salesforce talks. Listen Labs walked away from a signed Series C term sheet from Menlo Ventures, sources say. Listen Labs, a market research startup that uses voice AI to conduct customer interviews, recently signed a term sheet for a $125 million Series C at a $1.5 billion valuation, with Menlo Ventures set to lead the round, according to several people with knowledge of the matter. But that round never closed, the people said. Listen Labs walked away from the signed term sheet, a rare occurrence in the venture world and one that is generally frowned upon, according to VCs. The financing likely collapsed because of acquisition talks with Salesforce. The CRM giant has recently held talks to buy Listen Labs for around $2 billion, Business Insider reported. The discussions are not finalized, however, and may not result in a deal, the outlet notes. Listen Labs is one of the leading startups in the rapidly growing field of automating customer research with AI. The three-year-old startup has about $30 million in annualized revenue, about three times more than Simile, a competing startup that predicts human behavior, according to two people familiar with the companies' financials. In late July, Simile announced that it had closed a $200 million Series B at a $2 billion valuation led by Greenoaks - likely setting a new valuation benchmark for Listen Labs, one person said. If talks with Salesforce collapse, several VCs told TechCrunch that they expect Listen Labs to return to market and target a valuation of $2 billion or higher. While acquiring Listen Labs could strengthen Salesforce's AI capabilities by using the startup's AI to help predict customer needs, the CRM giant may ultimately decide that paying a 67 times revenue multiple is too steep a valuation, according to a person with experience negotiating exits to Salesforce. Listen Labs, Salesforce, Menlo Ventures, and Simile did not immediately respond to requests for comment. Listen Labs was co-founded in 2023 by Florian Jüngermann, a former German national champion in competitive computer programming, and Alfred Wahlforss, who previously founded a staffing startup called Bemlo. The two met while pursuing master's degrees at Harvard. Listen Labs' AI develops survey questions and interviews customers over audio or video. The resulting conversations are then packaged into reports and PowerPoint presentations, similar to those traditionally produced by human market researchers. Fortune 500 companies rely on this type of research to gauge customer needs and satisfaction with their brands and products, but traditional market research is expensive and can take weeks to complete. Listen Labs' technology helps reduce the time and cost of these projects, enabling companies to quickly understand how customers are reacting to product changes and iterate on them more efficiently. The startup's customers include Microsoft, Canva, Anthropic, and Sweetgreen. Listen Labs and Simile aren't the only startups using AI to disrupt the customer research market. Besides Simile, competitors in the space include Outset, Keplar, and Aaru. While some platforms automate interviews with real humans, others startups - like Aaru and Simile - take a synthetic approach, using AI to simulate human behavior and predict responses without interviewing anyone at all. Listen Labs was previously valued at $500 million when it announced a $69 million Series B round in late January led by Ribbit Capital, with participation from returning backers Sequoia, Conviction, and Pear VC.

MLQ AI
Jul 31st, 2026
Simile raises more than $200 million at a $2 billion post-money valuation.

Simile raises more than $200 million at a $2 billion post-money valuation. Key points * Greenoaks led the Series B, with Index Ventures, Hanabi, Bain Capital Ventures, A*, Factory, CVS Health Ventures and new investor Definition participating.[[1]] * The $2 billion figure is a post-money valuation; Simile did not disclose its pre-money valuation, share price or whether the round included secondary sales.[[1]] * Simile says revenue has increased fivefold since its February launch, but it provided no revenue figure, customer count or contract values.[[1]] Simile has raised more than $200 million in a Series B led by Greenoaks, giving the artificial-intelligence startup a $2 billion post-money valuation just five months after its public launch. Returning investors Index Ventures, Hanabi, Bain Capital Ventures, A*, Factory and CVS Health Ventures participated, while Definition joined as a new investor.[[1]] The Palo Alto company builds AI models intended to simulate how people and groups respond to products, marketing, pricing and other decisions. Simile says customers include CVS Health, Wealthfront, Deloitte and Gallup, and that Fortune 100 enterprises have run tens of millions of simulations through its technology.[[1]] Those product and usage figures were reported by the company and have not been independently audited. Rapid growth, limited financial disclosure. Simile said revenue has grown fivefold since it launched in February and that its workforce now exceeds 50 people. It did not provide starting or current revenue, annual recurring revenue, customer totals, pricing or retention figures, making the valuation difficult to assess against conventional software metrics.[[1]] The company also did not explain whether the $2 billion valuation resulted solely from the price paid for newly issued shares or whether the financing contained secondary transactions. The company says its models begin with data from real people and are checked against human responses. Its website claims more than 7,000 evaluations across demographic groups and enterprise use cases, along with a confidence model designed to estimate the accuracy of each simulation.[[2]] Simile has not released enough underlying commercial validation data for outsiders to test those claims broadly. Simile said the proceeds would accelerate its work and support hiring researchers, engineers, designers and operators, without providing a spending breakdown.[[1]] Index Ventures led its $100 million Series A announced on February 12, alongside Bain Capital Ventures, A* and Hanabi Capital and several individual AI investors.[[3]] TechCrunch first reported the new financing as a $200 million Series B.[[4]] Discover more Computer Science Market intelligence reports AI market analysis Discover more AI infrastructure solutions Dictionaries & Encyclopedias Web Apps & Online Tools At the intersection of AI, tech, and markets. The stories that matter, in one email. Free - unsubscribe anytime.

Simile
Jul 30th, 2026
Announcing Our Series B

Simile has raised over $200 million at a $2 billion post-money valuation, led by Greenoaks, to accelerate our mission: simulating all eight billion people.

Tech Funding News
Feb 13th, 2026
$100M for Stanford spinout Simile: AI that simulates human decisions — TFN

Artificial intelligence startup Simile has secured $100 million in fresh funding led by Index Ventures, included participation from others.

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