Viomba
Viomba operates an AI attention intelligence platform using neural networks trained on a decade of Tobii infrared eye-tracking data. It scores creative and placement effectiveness for media, creative, and brand teams through an MCP-accessible server.
- Company typePrivate
- Founded2014
- HeadquartersHelsinki, Finland
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What Viomba does
Viomba builds an AI-era attention intelligence platform that quantifies how real human audiences fixate on digital ads in live media contexts. The company serves media agencies, creative agencies, brand marketers, social media agencies, programmatic buyers, publishers and SSPs, market researchers, performance marketers, audio-focused agencies, TV and broadcast buyers, and developer/AI practitioners who need objective, placement-level performance signals that complement traditional viewability metrics. Its positioning is built around replacing modelled proxy attention signals with scores grounded in actual eye-tracking data collected in real media environments.
At the technical core, Viomba operates neural networks trained on billions of Tobii infrared eye-tracking gaze fixations accumulated continuously over more than a decade from thousands of live media domains. These models are exposed through a Model Context Protocol (MCP) server offering a suite of tools — including viomba_creative_prediction, viomba_heatmap_prediction, viomba_focus_prediction, viomba_analyze_video, viomba_ad_slicer, viomba_generate_site_map, and the beta-stage HiAttN Creative Studio for AI-generated ad creative. The platform supports display, social, and video formats across desktop, mobile, and tablet, and returns attention scores (0–100), Seen% prediction, average view time, fixation heatmaps, audience focus intensity scores, audio-visual synchronization indices (video), and placement-level benchmark comparisons. Viomba also maintains a prompt library of 678+ pre-built MCP prompts organized by user role, and operates against an IAB/MRC highest-methodology-standards compliant framework.
Viomba monetizes through a usage-based model denominated in Attention Credits (AC), with self-serve credit packs and an enterprise tier layered on top. New users receive 200 free AC after email verification; Pro packs range from 500 to 50,000 AC at effective per-AC rates between $0.084 and $0.0495; Enterprise contracts are sales-led with custom AC volumes, governance, invoicing, and platform-scale usage terms. Distribution is API-first via the remote MCP endpoint, enabling any MCP-compatible AI client — including Claude Desktop, Cursor, Windsurf, ChatGPT, Manus, and VS Code — to call attention intelligence through natural language prompts. A native Meta (Facebook/Instagram) OAuth2 integration extends the platform to social ad analytics. The Helsinki-based company (Viomba Oy, Business ID FI26138008) operates with a 1–10 person team, was founded in 2014, and has not disclosed external venture funding beyond a 2015 seed from Nestholma.
Viomba firmographics
Firmographics- Name
- Viomba
- Legal name
- Viomba Oy
- Website
- https://viomba.com
- Company type
- Private
- Founded year
- 2014
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Viomba operates an AI attention intelligence platform using neural networks trained on a decade of Tobii infrared eye-tracking data. It scores creative and placement effectiveness for media, creative, and brand teams through an MCP-accessible server.
- Ownership category
- akta.pro rank
Viomba industry classification
Industry- Product category
- Marketing Analytics Software
- NAICS
- Other Services Related to Advertising (541890), Advertising Agencies (541810)
- SIC
- Services-Advertising Agencies (7311)
- akta.pro primary industry
- Personalization, Testing & Conversion Rate Optimization (CRO) (BPAFAFAG)
- akta.pro secondary industry
- Advertising, Marketing & Customer Personalization (HDAAAGAC)
Keywords
Where Viomba is headquartered
LocationHeadquarters
- HQ city
- Helsinki
- HQ country
- Finland
- HQ region
- Europe
Offices1 record
Markets served
Viomba business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations, Others
Revenue model
- Attention Credits (AC) Usage-Based Model: Universal billing currency consumed per tool call. Every tool call across all capability layers draws from the customer's AC balance. Free accounts receive 200 AC; paid packs range from 500-50,000 AC. Per-tool AC costs vary (e.g., viomba_ad_slicer: 8 AC, viomba_creative_prediction: 40 AC, viomba_analyze_video: 75 AC).
- Pro Credit Packs: Self-serve paid credit packs with per-AC pricing from $0.084 (500 AC) down to $0.0495 (50,000 AC). First-purchase bonus credits included. Card or invoice payment depending on pack size.
- Enterprise Plans: Custom AC volumes with sales-led agreement. Custom invoicing, governance, usage limits, and rollout terms by agreement. Includes platform-scale usage and invoice-led procurement.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Pay-as-you-go | Free evaluation tier with 200 Attention Credits |
| Usage-based | Pay-as-you-go | Self-serve paid credit packs from 500-50,000 AC |
| Subscription | Multi-year contract | Enterprise custom AC with sales-led procurement |
Go-to-market motion3 records
Distribution channels3 records
Marketing channels7 records
Viomba product offering
Product offeringCore offering
Viomba sells an attention intelligence platform (Viomba MCP) that scores how real human audiences actually look at advertising creatives in live media contexts. The platform exposes AI-agent-callable tools for display, social, and video creative attention scoring, gaze fixation heatmaps, video frame-level diagnostics, and high-attention DSP/SSP site map generation, all powered by neural networks trained on a decade of Tobii infrared eye-tracking data. Customers consume these capabilities via Attention Credits (AC) on a freemium, self-serve, or enterprise basis.
Product overview
Viomba offers Viomba MCP — a unified AI-era attention intelligence platform built on neural networks trained on billions of Tobii infrared eye-tracking gaze fixations collected over a decade from live media environments. The platform comprises a central MCP server accessible to AI agents, multiple attention scoring tools (viomba_creative_prediction, viomba_focus_prediction), heatmap generation tools (viomba_heatmap_prediction), video analysis tools (viomba_analyze_video), creative slicing tools (viomba_ad_slicer), domain/site map generation tools (viomba_generate_site_map), HiAttN Creative Studio for AI-generated ad creatives, benchmark comparison tools, and campaign reporting tools across three tiers (small, mid, large). The platform is accessible via natural language prompts in MCP-compatible AI clients including Claude Desktop, Cursor, Windsurf, ChatGPT, and others, with pricing structured around Attention Credit packs (Free 200 AC, Pro 500-50,000 AC, Enterprise custom).
Differentiator
Problem solved
Functional benefit
Brands
- Viomba MCP: AI-era attention intelligence layer accessible to any AI agent through the Model Context Protocol, allowing agents to call real-time human attention intelligence as a tool.
Products and services
- Viomba MCP (Model Context Protocol) Server Central AI-era attention intelligence platform that exposes Viomba's neural-network-powered tools (creative prediction, heatmap generation, video analysis, focus prediction, ad slicing, site map generation, and AI creative generation) to any MCP-compatible AI agent through natural-language prompts. Targets media agencies, creative agencies, brand marketers, programmatic buyers, publishers, broadcasters, audio agencies, performance marketers, market researchers, and developers integrating attention intelligence into AI agent workflows.
Quantifiable outcome
- 72/100 attention score example for LUMIX display creative with 64.2% Seen@200ms (+12.2% vs category avg)
- +1 more outcomes
Companies that use Viomba
Customer profileSegments11 records
Ideal customer profiles3 records
Viomba technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration12 records
AI capability6 records
Feature6 records
Viomba partnerships and signals
Strategic signalScale indicators4 records
Recent moves4 records
Expansion highlights6 records
Viomba competitors and assessment
Company assessmentDirect peers
- Realeyes: Realeyes is a direct competitor offering attention measurement using webcam-based facial coding and emotion AI. Both companies score ad creative effectiveness via human attention/emotion signals, targeting the same media agencies and brand marketers.
- Amplified Intelligence: Amplified Intelligence provides attention measurement using Tobii eye-tracking hardware, with the same data-source foundation as Viomba. Both offer placement-level attention metrics for media planning and creative benchmarking across digital and CTV.
- Adelaide: Adelaide sells AU (Attention Unit) metrics for media-quality measurement, integrated into major DSPs and adopted by holding-company agencies. Both Viomba and Adelaide compete for the attention-currency role in programmatic media buying.
- Lumen Research: Lumen Research provides attention-based research and planning tools for advertisers, with eye-tracking-derived attention metrics. Direct overlap in serving brand marketers and agencies with attention-based campaign planning services.
- TVision: TVision measures attention to TV and CTV ads using computer-vision-based eye-tracking panels. Overlap with Viomba's video attention analysis and benchmark tools, particularly for video and broadcast ad formats.
- EyeSquare: EyeSquare is a market research firm specializing in eye-tracking-based ad and media effectiveness studies. Both companies use gaze-fixation data to deliver attention diagnostics to advertisers and agencies.
Broad incumbents
- DoubleVerify: DoubleVerify is a major ad verification and measurement platform covering viewability, fraud, and brand safety. Its broader media-quality scope overlaps with Viomba's attention scoring in campaign reporting and pre-bid filtering workflows.
- Integral Ad Science (IAS): IAS provides ad verification, viewability, and optimization across digital media. Like Viomba, it serves media agencies and programmatic buyers with placement-level quality metrics, but at much broader scale.
- Nielsen: Nielsen is the dominant cross-media measurement and analytics provider with attention-related initiatives (e.g., Nielsen Media Impact, attention metrics partnerships). Relevant as a potential distribution and partnership channel for Viomba's attention data.
Emerging players
- Playground xyz: Playground xyz offers attention measurement using eye-tracking panels for digital ad effectiveness. Overlaps with Viomba in attention scoring for display and video, though with a narrower product footprint.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks6 records
Key highlights6 records
Customer concentration
Viomba social profiles
Digital presenceViomba compliance and trust
Trust signalCompliance2 records
Viomba financial estimates
Financial estimateRevenue estimate
Valuation estimate
Viomba leadership team
Management profileNumber of profiles
Profiles2 records
Viomba funding detail
Funding detailFunding overview
Funding rounds1 record
Investors1 record
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Viomba M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Viomba
What does Viomba do?
Viomba sells an attention intelligence platform (Viomba MCP) that scores how real human audiences actually look at advertising creatives in live media contexts. The platform exposes AI-agent-callable tools for display, social, and video creative attention scoring, gaze fixation heatmaps, video frame-level diagnostics, and high-attention DSP/SSP site map generation, all powered by neural networks trained on a decade of Tobii infrared eye-tracking data. Customers consume these capabilities via Attention Credits (AC) on a freemium, self-serve, or enterprise basis.
Is Viomba a public or private company?
Viomba is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was Viomba founded?
Viomba was founded in 2014. It employs 1 to 10 people.
Where is Viomba based?
Viomba is headquartered in Helsinki, Finland, in the Europe region.
How does Viomba make money?
Three revenue lines are on record. Attention Credits (AC) Usage-Based Model is the primary driver. The others are pro Credit Packs and enterprise Plans.
Who are Viomba's main competitors?
Direct peers on record are Realeyes, Amplified Intelligence, Adelaide, Lumen Research, TVision and EyeSquare. Broad incumbents are DoubleVerify, Integral Ad Science (IAS) and Nielsen. Playground xyz is listed as an emerging player.
Does Viomba have an API?
Yes. Viomba MCP (Model Context Protocol) server exposes attention intelligence tools via a remote JSON-RPC endpoint. Supports OAuth 2.1 with Authorisation Code + PKCE authentication (access tokens expire after 15 minutes, refresh tokens valid for 30 days). No local SDK required for standard integration; Python and JavaScript code samples available for custom integration. Available tools: viomba_ad_slicer (8 AC), viomba_creative_prediction (40 AC), viomba_heatmap_prediction (35 AC), viomba_focus_prediction (35 AC), viomba_generate_site_map (25 AC), viomba_analyze_video (75 AC), viomba_generate_creative (BETA, 75 AC), viomba_refine_creative (BETA, 40 AC), viomba_get_meta_creative_prediction (40 AC). Free tier includes 200 Attention Credits after email verification. Developer documentation is at mcp.viomba.com.
What industry is Viomba in?
Viomba's product category is Marketing Analytics Software. Its primary akta.pro industry code is BPAFAFAG, Personalization, Testing & Conversion Rate Optimization (CRO), with a secondary code of HDAAAGAC, Advertising, Marketing & Customer Personalization. Its NAICS code is 541890 and its SIC code is 7311.