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ThemeX reveals low prices in used cars will effect which companies?

With the price of used cars recently declining, which companies will be most greatly impacted? Utilizing Context Analytics (CA) ThemeX, investors gain the ability to precisely identify relevant keywords and phrases, allowing for real-time tracking of how such market shifts influence companies across diverse sectors and industries.

ThemeX uses advanced natural language processing to extract insights from large volumes of unstructured financial text—such as SEC filings, earnings transcripts, and press releases. It maps both direct and indirect exposures across sectors, enabling users to discover hidden dependencies, such as how used car market trends ripple through auto retailers, lenders, insurers, and logistics firms. With this lens, investors can track how emerging risks or themes may influence company strategies and valuations.

Below is an example of CA’s ThemeX search engine in action, focused on uncovering the impact of price trends in the used or pre-owned vehicle market. This illustrative search covers all types of SEC Filings—10-Ks, 10-Qs, 8-Ks, earnings transcripts, and more—spanning a comprehensive 15-year period. The platform processes and organizes these documents efficiently, allowing investors to instantly surface when and where key topics like “used car prices” are referenced, and to correlate these mentions with underlying business drivers or shifts in sector sentiment. This historical and multi-document approach helps contextualize how regulatory disclosures, financial statements, and corporate communications have reflected used vehicle price volatility and its broader implications over time.

Pre-owned vehicles  in the last 15 years

After clicking ‘Search’, users can immediately see the breadth and depth of market discussion: the phrase “used car prices” appears in 1,959 separate SEC filings, representing disclosures from 1,694 distinct companies. This extensive coverage underscores both the materiality and cross-industry relevance of the used car price trend. The results enable analysts to quickly identify which public entities are referencing this theme, assess the context of these mentions across filing types and reporting periods, and prioritize companies for deeper review based on frequency, sector, or timing of disclosures. ThemeX surfaces these insights in an accessible format, supporting efficient screening and targeted investigation at scale.used car prices

Here is a preview of some of the companies that have referenced the specified words and phrases within their regulatory disclosures, as captured by the ThemeX search engine. For each company, the table includes the respective ticker symbol and the count of documents in which these keywords were cited, enabling transparent comparison across market participants. This data-centric snapshot empowers users to quickly identify both frequent and notable mentioners, map theme prevalence across sectors, and prioritize candidates for further analysis. The ability to visualize this distribution at the company and document level underscores ThemeX’s value in surfacing trends and attribution pathways that might otherwise remain hidden in large-scale unstructured datasets.Screenshot 2022-11-29 at 12.15.51 PM

This is a snippet from Allstate Corporation’s most recent Earnings Call Transcript from a few weeks ago, highlighting a real-world instance discovered through ThemeX analysis. ThemeX enables investors to visualize precisely where their chosen keywords and phrases appear—not only across varying document types, such as earnings calls, SEC filings, and press releases, but also within different contextual sections of those documents. For example, a downward shift in used car prices is likely to surface in operational commentary, risk disclosures, and management discussions. Importantly, the effects of this trend are not confined to automotive manufacturers or dealers; the data uncovers material exposure and discussion across a broader ecosystem, including property-casualty insurers—whose claims and reserve calculations are linked to vehicle replacement costs—and rental car companies, where asset depreciation and fleet management hinge on used car valuations. This demonstrates how ThemeX equips financial professionals to rapidly identify unexpected interconnections and sector-wide ripple effects that may meaningfully impact investment analysis, risk models, and strategic decision-making.

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