Data Discovery customers, did you know that signing in gives you access to even more features?

Sign in

Company Data | I/B/E/S Estimates

Guidance

Company guidance data covering sources, measures, periods, values, segments and comparable guidance information.

Key facts for Guidance

Coverage metric

Geography:
North America, Asia / Pacific, EMEA, Latin America and the Caribbean
History:
United States from 1994; Rest of the World from 2003
Coverage count:
Legal entities - 9500+ Public companies; Documents/Reports/Records - 110 Records/datapoints
Asset Class
Units, Other Equities (AssetClass), Company Options, Participation Shares, Depository Receipts, Rights, Equity Derivatives, Ordinary Shares, Depositary Shares, Company Warrants, Preference Shares, Equities

Delivery metadata

Data Frequency
Continuous
Language
English
Delivery methods:
Excel, Deployed/Onsite Servers, API, Web Service, SFTP, Cloud, Desktop, FTP, Bulk, Snowflake, Website, RSS Feed
Data formats:
PDF, GZIP, XML, JSON, CSV, SQL, Text, Python, HTML, Bitmap, MPEG, User Interface, PCAP
Minimum service frequency
Continuous

Overview of Guidance

MANAGEMENT EXPECTATIONS DATA

Company Guidance and Forward Outlook Data

  1. Company-issued forward guidance on earnings, revenue and strategic outlook across Global markets
  2. Coverage across companies issuing formal guidance across Global
  3. Structured guidance fields with revision tracking and source



INTEGRATED WITH I/B/E/S ESTIMATES

Guidance Data Pipelines

  1. Guidance data structured and normalised for integration into research and valuation tools
  2. Guidance metadata supports revision tracking and earnings model
  3. API delivery integrates with earnings revision and research workflow
COMPARE GUIDANCE TO CONSENSUS

Outlook and Forecast Precision

  1. Capture and track company guidance revisions in one place to spot outlook shifts early
  2. Reduce the risk of missing material guidance changes across coverage
  3. Support forward-looking models and earnings revisions with clean data


Description of the dataset

  • LSEG captures company guidance as a critical forward-looking component of the earnings cycle, helping customers compare management expectations with analyst forecasts. Our active guidance coverage includes 9,500 companies, while historical guidance coverage extends to 15,000 companies.
  • We provide both quantitative guidance for numerical company outlooks and qualitative guidance for non-numerical or textual management commentary. LSEG supports 20 measures for comparable numerical guidance and 110 measures for as-reported guidance across quantitative and qualitative records.
  • Our Guidance data includes guidance source, currency, effective date, event ID, event type, guidance measure, collected measure, estimate period and activation date. We also capture guidance values, segment dates, normalisation, scale and guidance mean estimate at date to support expectation-gap analysis.
  • LSEG maintains comparable guidance history dating back to 1994 and as-reported guidance history dating back to 2002 or 2003 where available. We structure the dataset across GuidanceCollectedData, GuidanceComparableData, GuidanceCompanySegment and GuidanceCollectedText with 174 data dictionary rows.

Accessing the dataset

This dataset can be used by the following products. Talk to us to learn more about different packages and offerings.

LDMS - LSEG Data Management Solution

Cloud-hosted data management and repository platform for commodities content. Supports loading and consolidation of LSEG, third-party, and proprietary data and delivers near-streaming and non-streaming datasets such as pricing, reference data, and fundamentals via a unified interface for integration and analysis.