FOR AUCTION HOUSES

Data becomes narrative. Auctions become stories.

We ingest your auction data and deliver publication-ready narratives and research reports — powered by state-of-the-art LLMs and agentic workflows.

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Two intelligence products,
one platform.

I

Data Narratives

Your auction data — lot results, catalog information, sale records — transformed into publication-ready content by agentic AI workflows. Auction recaps, market commentary, and lot-level narratives customized to your editorial voice, delivered at scale.

3 Reports Per Auction
Auction Announced Catalog overview, lot highlights, and key consignment narratives ready for early promotion
24 Hours Before Start Pre-sale market commentary with editorial context on featured lots and estimated outcomes
1 Hour After Close Full results recap, lot-level narratives, and record sale announcements for immediate distribution
II

Research Reports

We scan thousands of third-party news sources to surface record sales, market signals, and publicly available intelligence. Structured reports with source citations and backlinks — covering competitive landscape and category trends.

7 Stories Per Auction
1 Month Before Start 1 deep-research story with third-party citations for media partner distribution and backlinks
72 Hours Before Start 5 deep-research stories from high-ranking publishers covering market trends and category analysis
24 Hours After Close 1 deep-research post-sale analysis with competitive context and source-cited intelligence

From raw data to
finished narrative.

i

Ingest

We ingest your auction data once it is publicly available on your site via secure APIs and structured data feeds.

ii

Process

LLMs and agentic workflows analyze, contextualize, and synthesize the data into structured intelligence.

iii

Deliver

Publication-ready narratives and research reports delivered to content, marketing, and product teams.

Built for the teams that
power auction houses.

Editorial

Scale editorial output without scaling headcount. Publication-ready copy derived directly from your auction data.

Marketing

Market commentary, record sale announcements, and trend reports on demand. Data-backed and ready for distribution.

Product

Embed intelligent narratives directly into your platform. Enrich lot pages, surface contextual insights, and power content discovery.

Your data has a story.
Let's tell it.

Join the auction houses already using Narrations to turn raw data into market intelligence.