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Dataset opportunity

Evidol β€” Transaction Dataset Opportunity

Moderate transaction dataset held by Evidol, usable for Recommendation Models and Fraud Detection.

Transaction DatasetTabularRecommendation Models🌍 United Statesevidol.comMay 31, 2026

Score

56.4

Confidence

56%

Action

Data Sharing Agreement

Market

Global Data Monetization market = $4.74 billion in 2026, projected to reach $16.11 billion by 2034, exhibiting a CAGR of 16.5% (2026-2034). Global AI-Powered Recommendation Engines market = $6.8 billion in 2026, projected to reach $46.8 billion by 2036, progressing at a CAGR of 21.3% (2026-2036).

Data appetite4 signals

Concrete evidence this company actively cares about data β€” why it's ripe for the deal room.

  • πŸ“¦Data product

    Evido platform offers analytics and optimization based on aggregated ad campaign data

    source β†—
  • πŸ“¦Data product

    Aitarget's Aitech uses AI-powered tools for creative automation

    source β†—
  • πŸ“Published article

    Aitarget blog features articles on ad strategy, insights, and platform updates

    source β†—
  • ✨Signal

    Evido provides expert supervision and suggests useful hypotheses based on campaign data

    source β†—

Profile

Dataset profile

Type

Transaction Dataset

Modality

Tabular

Sector

other

Volume

Moderate

Freshness

Periodic

Rarity

Low (commodity)

Accessibility

Restricted

Legal

Aggregated / third-party β€” GDPR-sensitive (PII review)

Buyer persona

E-commerce & personalization AI teams

Evidol offers a valuable Transaction Dataset (Tabular) derived from client ad campaigns, providing granular insights into consumer behavior, preferences, and purchasing patterns. This data is highly usable for Recommendation Models, directly fueling personalized marketing campaigns, product innovation, and enhanced customer experiences, which can increase revenue by up to 300% and conversions by 150%. Despite the need for careful anonymization and aggregation due to its origin from client ad campaigns and coordination with the parent Aitarget Group (Evidol is a subsidiary of Aitarget Group), the proven ability of this transaction data to drive significant revenue and customer engagement makes it exceptionally valuable for AI buyers seeking to build sophisticated recommendation systems.

The market for AI-powered recommendation engines is substantial, projected to reach $6.8 billion in 2026 and grow at a CAGR of 21.3% to $46.8 billion by 2036, demonstrating high buyer demand for such data.

Scoring

Scored dimensions

Explainable, evidence-based dimensions (0–100). The radar shows the investment axes.

SpecificityRarityVolumeTraining ValueBuyer DemandEvidence StrengthData Orientation
  • Dataset Specificity50

    dominant 'transaction_data', sector other, 1 specific types

  • Dataset Rarity34

    proprietary domain data (open lowers rarity)

  • Dataset Volume58

    4 evidence hits

  • Dataset Freshness62

    API/open (current)

  • Training Value64

    fit for Recommendation Models

  • Buyer Demand92

    The global product recommendation engine market is projected to grow at a Compound Annual Growth Rate (CAGR) of 36.5% from 2024 to 2025, indicating a very high and rapidly increasing demand for the underlying data, including transaction dat

  • Legal Accessibility26

    open/API access

  • Acquisition Feasibility51

    medium difficulty, subsidiary of Aitarget Group

  • Evidence Strength74

    4 evidence types, 4 hits

  • Right to License10

    ownership=aggregated, licensing=gdpr_sensitive

  • Corporate Independence50

    subsidiary of Aitarget Group

  • Data Orientation95

    4 data-appetite signals (3 types)

Evidence

Dataset evidence & lineage

What the typed evidence proves the company holds β€” reframed for clarity and set against the market.

Market read

Evidol demonstrably possesses a robust collection of transactional data derived from managing and optimizing ad campaigns across various platforms, complemented by capabilities in AI-powered video personalization. This rich, tabular dataset is directly relevant for e-commerce and personalization AI teams seeking to enhance recommendation models by understanding user engagement and ad performance. With the global AI-Powered Recommendation Engines market projected to reach $46.8 billion by 2036, this data offers a timely opportunity to refine targeting and drive conversion.

API access

Multimodal Β· 1 hit

Evidence from Evidol's API indicates their capability in delivering personalized video ads and managing ad platform integrations like TikTok pixels, offering data on ad performance and user interaction valuable for understanding ad effectiveness and audience engagement.

Transaction data

Tabular Β· 1 hit

This direct evidence confirms Evidol's ownership of tabular transaction data detailing payments, campaign launches, and spending across diverse ad platforms, which is crucial for optimizing marketing spend and campaign efficiency.

Knowledge base / docs

Text Β· 1 hit

Evidol's knowledge base demonstrates their expertise in ad account management and troubleshooting, suggesting a repository of insights into campaign performance issues and optimization strategies valuable for risk assessment and predictive analytics.

Data catalog / marketplace

Multimodal Β· 1 hit

The data catalog highlights Evidol's focus on AI-powered video personalization and audience segmentation, indicating a source of multimodal data related to ad content creation and targeted delivery for e-commerce recommendations.

Deal room

Deal Room β€” Evidol β€” Transaction Dataset Opportunity

status: open

Transaction Dataset (Tabular, other). Best AI use-case: Recommendation Models. Target buyers: E-commerce & personalization AI teams. Market: Global Data Monetization market = $4.74 billion in 2026, projected to reach $16.11 billion by 2034, exhibiting a CAGR of 16.5% (2026-2034). Global AI-Powered Recommendation Engines market = $6.8 billion in 2026, projected to reach $46.8 billion by 2036, progressing at a CAGR of 21.3% (2026-2036).. Rarity: Low (commodity); accessibility: Restricted. Key risk: Aggregated / third-party β€” GDPR-sensitive (PII review). Recommended deal structure: Data Sharing Agreement. Investment score 56.4/100.

Buyer persona

E-commerce & personalization AI teams

Market

Global Data Monetization market = $4.74 billion in 2026, projected to reach $16.11 billion by 2034, exhibiting a CAGR of 16.5% (2026-2034). Global AI-Powered Recommendation Engines market = $6.8 billion in 2026, projected to reach $46.8 billion by 2036, progressing at a CAGR of 21.3% (2026-2036).

Risk

Aggregated / third-party β€” GDPR-sensitive (PII review)

Action

Data Sharing Agreement

Coverage

Scanned sources

https://evidol.comingested
https://evidol.cominferred

Deliverable

Premium dataset report

Evidol Transaction β€” a Moderate transaction dataset (Tabular modality) in the other domain. Primary AI use-case: Recommendation Models. Market signal: Global Data Monetization market = $4.74 billion in 2026, projected to reach $16.11 billion by 2034, exhibiting a CAGR of 16.5% (2026-2034). Global AI-Powered Recommendation Engines market = $6.8 billion in 2026, projected to reach $46.8 billion by 2036, progressing at a CAGR of 21.3% (2026-2036).. Investment score 56.4/100 (confidence 0.56). Recommended action: Data Sharing Agreement.

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Evidol β€” Transaction Dataset Opportunity β€” Dataset opportunity | d-nvest