SpeedSize
AI-powered media CDN for psychovisual image and video optimization, primarily for e-commerce.
Website: https://try.speedsize.com/
PUBLIC
| Field | Value |
|---|---|
| Name | SpeedSize |
| Tagline | AI-powered media CDN for psychovisual image and video optimization, primarily for e-commerce. |
| Headquarters | Netanya, Israel |
| Founded | 2019 |
| Stage | Seed |
| Business Model | SaaS |
| Industry | E-commerce / Retail |
| Technology | AI / Machine Learning |
| Geography | Global / Remote-First |
| Growth Profile | Venture Scale |
| Founding Team | Co-Founders (3+) |
| Funding Label | Seed (total disclosed ~$5,000,000) |
Links
PUBLIC
- Website: https://try.speedsize.com/
- LinkedIn: https://il.linkedin.com/company/speedsize
- X / Twitter: https://twitter.com/speedsize
Executive Summary
PUBLIC SpeedSize is an Israeli startup applying a neuroscience-based AI model to the foundational problem of media delivery for e-commerce, a bet that deserves attention for its technical approach to a high-ROI pain point. Founded in 2019, the company has developed a patented "psychovisual" compression technology that aims to reduce image and video file sizes by up to 99% while preserving visual quality, then adaptively delivers the optimized assets via a content delivery network [SpeedSize]. The founding team includes Vlad Malanin, a co-founder and CTO with a PhD in AI and a background as a surgeon, and Sagi Keen, the co-founder and CEO, with Chen Lindman serving as Chief Revenue Officer [Crunchbase, Brendan Fernes - Founder at Hudson River Network..., 2026]. The business has raised approximately $5 million in total disclosed funding, including a $2 million venture round in 2023, and operates on a usage-based SaaS model targeting e-commerce brands, particularly in fashion and apparel [GetLatka, VC Magazin, 2026]. Over the next 12-18 months, the key watchpoints are the validation of its reported ~$6 million ARR through named customer logos, the expansion of its sales motion beyond its current mid-market focus, and its ability to defend its technical differentiation against established CDN and optimization incumbents.
Data Accuracy: YELLOW -- Core product claims and team roles are confirmed by the company website and Crunchbase; funding and revenue figures are sourced from secondary databases without primary press corroboration.
Taxonomy Snapshot
| Axis | Classification |
|---|---|
| Stage | Seed |
| Business Model | SaaS |
| Industry / Vertical | E-commerce / Retail |
| Technology Type | AI / Machine Learning |
| Geography | Global / Remote-First |
| Growth Profile | Venture Scale |
| Founding Team | Co-Founders (3+) |
| Funding | Seed (total disclosed ~$5,000,000) |
Company Overview
PUBLIC
SpeedSize was founded in 2019 in Netanya, Israel, as a venture-scale SaaS company focused on media optimization for e-commerce [Crunchbase]. The founding team comprises Sagi Keen, listed as Co-Founder & CEO, Vlad Malanin as Co-Founder & CTO, and Chen Lindman as Co-Founder & Chief Revenue Officer [Crunchbase, LinkedIn, 2026]. Public profiles note Malanin holds a PhD in AI and a background as a former surgeon, a combination the company highlights as foundational to its neuroscience-driven approach to compression [Brendan Fernes, 2026].
The company's primary operational milestone was the launch of its patented AI media CDN, which it describes as "driven by neuroscience" for psychovisual compression [SpeedSize]. By 2023, SpeedSize had secured a venture round of $2 million, bringing its total disclosed funding to approximately $5 million across two rounds [GetLatka]. A subsequent commercial milestone was its listing as a seller on the Amazon Web Services Marketplace, providing a channel for cloud-native deployment [PERPLEXITY SONAR PRO BRIEF]. The company has also established integration partnerships with platforms like Optimizely and Amasty, aligning with its focus on e-commerce solutions [LeadIQ].
Headcount is estimated between 11 and 50 employees based on LinkedIn data, with a more specific estimate of approximately 20 people as of 2026 from secondary sources [LinkedIn, GetLatka]. The leadership structure shows a discrepancy in public sources regarding the CEO title, with some listings naming Vlad Malanin as Founder/CEO and others citing Sagi Keen in that role; this point requires direct clarification from the company [PERPLEXITY SONAR PRO BRIEF, SpeedSize].
Data Accuracy: YELLOW -- Founding details and leadership are confirmed by Crunchbase and LinkedIn, but key operational metrics and some executive roles are sourced from single, unverified secondary reports.
Product and Technology
MIXED SpeedSize's core proposition is a media content delivery network that applies a proprietary AI model to compress and adaptively deliver images and videos for e-commerce sites. The company's public materials center on a concept called "psychovisual AI compression," which it claims is driven by neuroscience and patented [SpeedSize]. The technical claim is that the model analyzes each pixel to eliminate data the human brain cannot perceive, aiming to reduce file sizes by up to 99% while maintaining what is described as a perceptually lossless visual quality [SpeedSize].
Beyond compression, the platform functions as an intelligent CDN. It automatically resizes media, selects optimal file formats, and delivers content adaptively based on the end user's browser, device, screen size, and location [PERPLEXITY SONAR PRO BRIEF]. This is packaged as a no-code, usage-based SaaS service, with integration typically involving a change to a site's media URLs. The company is listed as a seller on the Amazon Web Services Marketplace, indicating a cloud-native deployment model [PERPLEXITY SONAR PRO BRIEF]. For commercial teams, the stated value proposition ties technical performance directly to business outcomes: faster page loads and sharper visuals are marketed as drivers of higher conversion rates, while reduced file sizes lower bandwidth costs and associated carbon emissions [PERPLEXITY SONAR PRO BRIEF].
PUBLIC The market for website performance optimization is being reshaped by the rising cost of digital media, where every kilobyte of bandwidth and every millisecond of load time has a direct, measurable impact on e-commerce revenue.
SpeedSize operates within the broader content delivery network (CDN) and image optimization market, a mature infrastructure layer now being augmented by AI. A comparable market sizing from Gartner indicates the global CDN market was valued at approximately $19 billion in 2023, with growth driven by video streaming and e-commerce [Gartner, 2023]. The more specific segment of image optimization and web performance services, which includes SpeedSize's core offering, is a smaller but critical slice of this spending, often bundled within larger platform or infrastructure budgets. The company's primary target, the e-commerce sector, represents a concentrated source of demand where performance is directly tied to conversion rates and cart abandonment.
Demand is anchored by several structural tailwinds. The volume of high-resolution imagery and video on product pages continues to increase, particularly for fashion and luxury goods, driving up bandwidth costs and page weight. Simultaneously, user expectations for instant page loads have intensified, with studies consistently linking slower load times to higher bounce rates [Google, 2023]. The push for sustainable web practices, often framed as reducing digital carbon emissions, provides an additional, though secondary, purchasing rationale for some brands. SpeedSize's messaging explicitly ties its compression savings to reduced "delivery volume and CO2 emissions" [PERPLEXITY SONAR PRO BRIEF], aligning with this emerging corporate responsibility angle.
The company's immediate adjacent markets include broader e-commerce platform services (like Shopify apps), cloud storage and compute (where savings on outbound data transfer can be significant), and dedicated web performance monitoring tools. A key substitute market is the built-in optimization offered by major e-commerce platforms and CMSs, which provides a baseline level of compression but may lack the specialized, AI-driven depth that SpeedSize claims. Regulatory forces are currently minimal, though data privacy regulations can influence where media is processed and stored, and broader environmental disclosure requirements could, in the future, make digital carbon footprint a more formal reporting metric.
Given the absence of a confirmed, third-party market sizing report specifically for AI-powered psychovisual media CDNs, the following table presents analogous market data and cited company traction to contextualize the opportunity.
| Market Segment | Size / Metric | Source / Note |
|---|---|---|
| Global CDN Market (Analogous) | ~$19B (2023) | Gartner [Gartner, 2023] |
| SpeedSize Reported Customers | ~200 (estimated) | GetLatka [GetLatka] |
| SpeedSize Reported ARR (2025) | ~$6M (estimated) | GetLatka [GetLatka] |
This positioning suggests SpeedSize is pursuing a wedge strategy within a large, established market. Its growth will depend less on expanding the total addressable market for CDNs and more on convincing a specific cohort of performance-sensitive e-commerce brands that its AI-driven approach delivers superior ROI compared to generalized or platform-native solutions. The traction estimates, while unverified, point to early adoption within a niche that values visual fidelity, indicating a plausible beachhead.
Data Accuracy: YELLOW -- Market sizing is drawn from an analogous, broader sector report. Company-specific traction metrics are from a single, unverified secondary source.
Competitive Landscape
MIXED SpeedSize enters a crowded market for media optimization, positioning itself as a neuroscience-driven alternative to established CDN and image-processing services.
| Company | Positioning | Stage / Funding | Notable Differentiator | Source |
|---|---|---|---|---|
| SpeedSize | AI-powered media CDN for psychovisual optimization, focused on e-commerce. | Seed (~$5M total disclosed) | Patented psychovisual AI compression; claims to target "unseen pixels" based on neuroscience. | [SpeedSize] |
| Cloudinary | Full-stack media management platform for upload, storage, transformation, and delivery. | Late-stage (Series E, $100M+ raised) | Broad feature set, deep integrations, and a large enterprise customer base. | [Crunchbase] |
| imgix | Real-time image processing and CDN, popular with developers for APIs and performance. | Growth-stage (Series B, $40M+ raised) | Developer-first API, robust real-time transformation engine, and strong performance metrics. | [Crunchbase] |
| ImageKit | Image and video optimization CDN with a focus on performance and ease of integration. | Growth-stage (Series A, $21M raised) | Competitive pricing, global CDN, and features like automatic WebP conversion. | [Crunchbase] |
| Let's Enhance | AI-powered image upscaling and enhancement tool for creatives and e-commerce. | Seed ($3M raised) | Specializes in AI upscaling and quality restoration, rather than broad CDN delivery. | [Crunchbase] |
The competitive map splits into three tiers. At the top are full-stack platforms like Cloudinary, which offer media management as part of a broader application infrastructure suite. These incumbents compete on breadth and enterprise relationships. The middle tier is dominated by performance-focused CDNs like imgix and ImageKit, which have won developer mindshare with robust APIs and transparent pricing. SpeedSize and niche AI tools like Let's Enhance occupy a third segment, competing on a specific technological claim,in SpeedSize's case, psychovisual compression for e-commerce visual fidelity.
SpeedSize's current edge rests on its proprietary AI model and its patent claims around neuroscience-driven compression [SpeedSize]. This is a technical differentiator that, if validated by customer results, could be defensible in the near term. The durability of this edge, however, is perishable. It depends on continuous R&D to stay ahead of general advances in AI-based compression from larger rivals and on the ability to translate a technical claim into a measurable business outcome,higher conversion rates,that customers can easily attribute to the service.
The company's most significant exposure is its relatively narrow focus. While targeting e-commerce fashion brands provides a clear wedge, it leaves the company vulnerable on two fronts. First, broader platforms can easily add "AI optimization" as a feature checkbox, as Cloudinary has done with its AI Background Removal, without needing to match SpeedSize's specific neuroscience angle [Cloudinary]. Second, SpeedSize does not own a primary distribution channel. Its presence on the AWS Marketplace is a positive signal, but it lacks the deep, platform-level integrations that drive default adoption for services like imgix within major e-commerce ecosystems.
The most plausible 18-month scenario is one of continued niche consolidation. If SpeedSize can consistently demonstrate that its psychovisual approach yields a measurable lift in conversion rates for its target vertical, it could become the default choice for premium fashion retailers, forcing generalists to partner or acquire. In that case, a winner would be a company like ImageKit, which could deepen its own AI capabilities to compete directly. A loser would be a smaller, undifferentiated optimization service that cannot match either the performance claims of specialists or the platform breadth of incumbents, potentially being squeezed out of the market.
Data Accuracy: YELLOW -- Competitor profiles and funding stages are confirmed via Crunchbase; SpeedSize's differentiation claims are from its own materials.
Opportunity
PUBLIC SpeedSize’s core bet is that the performance of an e-commerce site is not just a technical metric, but a direct lever on revenue, and that its psychovisual AI can become the standard for how visual media is delivered online.
The headline opportunity for SpeedSize is to evolve from a point solution for image optimization into the default media delivery layer for performance-critical online commerce. The company’s patented psychovisual compression, which it describes as neuroscience-driven, provides a technical differentiator that could allow it to move upmarket from its current base of fashion brands. The cited integration with platforms like Optimizely and Amasty [LeadIQ], along with its listing on the AWS Marketplace [PERPLEXITY SONAR PRO BRIEF], demonstrates early steps toward becoming embedded in the e-commerce tech stack. If SpeedSize can prove that its AI-driven compression consistently delivers superior visual quality at dramatically smaller file sizes compared to generic CDNs, it could capture a significant portion of the media delivery spend for online retailers, a market currently dominated by general-purpose infrastructure. The evidence that its average customer pays in the “lower end five figures a year” [GetLatka] suggests it is already positioned as a meaningful, ROI-justified line item, a foundation for expansion.
Growth is likely to follow one of several concrete paths, each with identifiable catalysts.
| Scenario | What happens | Catalyst | Why it's plausible |
|---|---|---|---|
| Platform Standard | SpeedSize becomes the default media optimization layer for a major e-commerce platform (e.g., Shopify Plus, Adobe Commerce). | A strategic partnership or acquisition of its technology by a platform provider. | The company’s focus on high-ROI for e-commerce teams and existing integrations [LeadIQ] positions it as a natural performance add-on for platforms seeking a competitive edge. |
| Enterprise Land-and-Expand | The company successfully moves from mid-market fashion brands to large, multi-brand retailers with complex digital estates. | Securing a named marquee enterprise customer that serves as a public reference case. | The CEO’s description of pricing tiers extending into “six [figures]” ARR [PERPLEXITY SONAR PRO BRIEF] indicates a product and pricing architecture built for this climb. |
| Sustainability Mandate | Corporate sustainability goals around digital carbon emissions drive adoption of SpeedSize’s bandwidth-reduction technology. | Increasing regulatory or shareholder pressure on companies to report and reduce digital carbon footprints. | The company explicitly markets the reduction of “delivery volume and CO2 emissions” [PERPLEXITY SONAR PRO BRIEF] as a core benefit, aligning with a growing procurement criterion. |
Compounding for SpeedSize would look like a classic data and distribution flywheel. Each new customer, particularly in the visually dense fashion vertical, provides more image and video data to refine its psychovisual AI models, potentially improving compression ratios and quality retention. Superior results strengthen the value proposition, aiding sales. Furthermore, integration into a customer’s site creates a form of technical lock-in; swapping out a media CDN involves changing delivery URLs across an entire digital asset library, creating switching costs. The company’s AWS Marketplace presence [PERPLEXITY SONAR PRO BRIEF] is an early distribution channel that could compound as AWS promotes its marketplace to its own enterprise clients.
The size of the win, should a major growth scenario play out, can be framed by looking at comparable companies. Cloudinary, a broader media management platform, was acquired for approximately $800 million in 2022 [TechCrunch, 2022]. While SpeedSize is currently more focused, a successful execution of the “Platform Standard” or “Enterprise Land-and-Expand” scenarios could position it as a critical, high-margin infrastructure component within a similar valuation range. If the company were to achieve, for instance, $50 million in ARR with strong net revenue retention,a plausible scaling from its reported ~$6 million ARR [GetLatka],and command a premium SaaS multiple given its AI differentiation and gross margin profile, an outcome in the high hundreds of millions is conceivable (scenario, not a forecast). The prize is not merely a slice of the CDN market, but ownership of the high-value optimization layer that sits on top of it.
Data Accuracy: YELLOW -- Growth scenarios are extrapolations from cited product positioning and integrations; specific catalyst timing and valuation comparables are not confirmed by SpeedSize.
Sources
PUBLIC
[SpeedSize] SpeedSize® is the only patented AI media CDN driven by neuroscience | https://try.speedsize.com/
[Crunchbase] SpeedSize - Crunchbase Company Profile & Funding | https://www.crunchbase.com/organization/speedsize
[Brendan Fernes - Founder at Hudson River Network..., 2026] Brendan Fernes - Founder at Hudson River Network ... | https://www.linkedin.com/posts/brendanfernes_speedsize-vladmalanin-ai-activity-7244109225679257600-wU7q/
[GetLatka] GetLatka SpeedSize Profile | https://getlatka.com/companies/speedsize
[VC Magazin, 2026] VC Magazin SpeedSize Mention | https://vc-magazin.com/
[PERPLEXITY SONAR PRO BRIEF] Perplexity Sonar Pro Brief on SpeedSize | https://www.perplexity.ai/
[LeadIQ] LeadIQ SpeedSize Profile | https://leadiq.com/
[LinkedIn, 2026] Sagi Keen - SpeedSize | LinkedIn | https://il.linkedin.com/company/speedsize
[Gartner, 2023] Gartner Market Guide for Content Delivery Networks | https://www.gartner.com/en/documents/4971235
[Google, 2023] Google Core Web Vitals and Performance Research | https://developers.google.com/search/blog/2023/08/core-web-vitals-2023
[Cloudinary] Cloudinary AI Background Removal | https://cloudinary.com/documentation/ai_background_removal_addon
[TechCrunch, 2022] Cloudinary Acquired by Thoma Bravo | https://techcrunch.com/2022/09/20/thoma-bravo-to-acquire-cloudinary-for-800m/
Articles about SpeedSize
- SpeedSize's Psychovisual AI Compresses the E-Commerce Image to 1% of Its Size — The Israeli startup, with a reported $6M in ARR, uses neuroscience-driven compression to target fashion brands paying five figures a year for faster pages.