DAISORO

Expansion area / Expansion area

Digital shelf, pricing, promo, and availability intelligence for AI-ready retail decisions.

Planned datasets for SKU-level shelf signals, marketplace pricing, content quality, availability, and promotion mechanics.

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Roadmap area

Retail & E-commerce

Retail and e-commerce operators need clean, repeatable, channel-level visibility into price, availability, content quality, retail media, and delivery promises.

01Digital Shelf Intelligence02Availability & Fulfillment Signals03Content & Review Intelligence04Category Pricing & Promo Intelligence05Search & Retail Media Signals06Channel Mix Intelligence

Market challenge

Enterprise teams need repeatable records, not manual market snapshots.

Retail and e-commerce operators need clean, repeatable, channel-level visibility into price, availability, content quality, retail media, and delivery promises.

SKU-level price and promo monitoring

Digital shelf visibility and content quality

Availability and fulfillment comparison

Marketplace seller and parity intelligence

Dataset families

Retail dataset roadmap.

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R1.1
Roadmap

SKU-Level Digital Shelf Catalog

Retail & E-commerceDigital Shelf Intelligence

Planned structured catalogue of SKU pages, product attributes, seller signals, price labels, and evidence across digital shelves.

Use cases
Digital shelf monitoringPrice and promotion intelligence
Key fields
Retailer, marketplace, or sellerMarket, store, and channel
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R1.2
Roadmap

Store-Level Price & Promo Matrix

Retail & E-commerceDigital Shelf Intelligence

Planned matrix of store, channel, SKU, price, promotion, and public evidence fields for retail monitoring.

Use cases
Digital shelf monitoringPrice and promotion intelligence
Key fields
Retailer, marketplace, or sellerMarket, store, and channel
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R1.5
Roadmap

Marketplace Price & Seller Index

Retail & E-commerceDigital Shelf Intelligence

Planned marketplace dataset for seller presence, price labels, offer conditions, ranking signals, and public evidence.

Use cases
Seller monitoringMarketplace price intelligence
Key fields
Retailer, marketplace, or sellerMarket, store, and channel
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R6.1
Roadmap

Pricing Parity Dataset

Retail & E-commerceChannel Benchmarking

Planned cross-channel retail pricing parity data for SKU, seller, marketplace, and brand-owned channel comparison.

Use cases
Channel parity monitoringMarketplace governance
Key fields
Retailer, marketplace, or sellerMarket, store, and channel
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Digital Shelf Intelligence

Availability & Fulfillment Signals

Content & Review Intelligence

Category Pricing & Promo Intelligence

Search & Retail Media Signals

Channel Mix Intelligence

rail 01

file export

CSV / Parquet / JSON

Batch files for analytics, modelling, and internal data platforms.

rail 02

integration scoping

Scoped API integration

Structured-record integration paths scoped before delivery for AI agents and application workflows.

rail 03

cloud handoff

S3 / GCS / Azure Blob

Cloud push into the storage layer your teams already use.