Reference
Frequently asked questions
Direct answers about what Live Index is, what it measures, how its figures are sourced and verified, and how the work should be cited.
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What is Live Index?
Live Index is an independent research and data platform covering the economics of live music. It publishes original indices, documented datasets, national indicators, market and city reports, industry registers and written research on how tickets are priced, how venues survive, how artists tour and how markets develop.
Everything is published at a permanent URL, dated, and attributed to a named person or desk so it can be cited, checked or contested.
Who founded Live Index?
Live Index was founded by Omar Afra, who sets its research agenda, develops its analytical frameworks and is accountable for its methodology, its use of artificial intelligence and its correction record.
Who is Omar Afra?
Omar Afra is a live-music researcher and executive, and the founder of Live Index. He came to the work from the operating side of the business rather than an academic one: he founded a Houston publication and built festivals from it, later consulted on an independent Texas festival as an executive adviser, talent buyer and marketing lead, and co-managed a recording artist through a period of rapid streaming growth.
His research covers touring economics, ticketing, festival economics, representation and independent venue infrastructure. His profile page records each engagement with its provenance stated separately from independent sources.
What does Live Index measure?
The work measures the economics, infrastructure, accessibility and movement of the live music economy: ticket prices and the fees attached to them, venue capacity and supply, festival economics, representation across agencies and artists, and the companies, promoters, venues and ticketing firms that make up the industry.
Alongside that, Live Index tracks national indicators drawn directly from United States federal statistics — admissions price pressure, live entertainment spending, performing arts employment and the promoter workforce — each labelled with what the underlying federal series does and does not cover.
How does Live Index source and verify its data?
Figures come from official sources or from Live Index observations, and each one carries its source, units, period and retrieval date. Primary government and company filings are preferred over third-party mirrors.
Price observations follow a published collection standard: a defined standard entry price, a documented venue panel, a fixed observation window before each event, and a recorded seller, source URL, timestamp and capturing researcher or process for every observation. Sources are ranked in tiers, and a market must meet published coverage thresholds before any figure derived from it is released.
Data collection standardData acceptance and sourcingCoverage against publication thresholds
Who writes and edits Live Index research?
Responsibility for each published measure sits with a named person, recorded on the author pages and attached to every document they author, analyse or edit. Omar Afra directs the research programme, index design and editorial standards.
Where analytical tools including artificial intelligence assist the work, their role and its limits are stated in a published standard; they do not replace human responsibility for a published figure.
Is Live Index independent of promoters, ticketing companies, venues and public bodies?
Yes. Research is not commissioned by, and index construction is not influenced by, promoters, ticketing companies, venues or public bodies. Where a piece of work is funded or supported externally, the relationship is disclosed on the page itself rather than in a general policy statement.
How often is Live Index updated?
Update frequency follows the source rather than a fixed editorial calendar. National indicators refresh as the underlying federal statistical releases are published — monthly for the price and spending series, annually for the occupational wage and employment series — and each page shows the period the data runs through and when it was retrieved.
Research documents and standards carry their own publication and revision dates, and changes to a published figure are recorded rather than made silently.
How should journalists and researchers cite Live Index?
Cite the document rather than the site: Live Index, document title, publication date, canonical URL. Research documents carry named authorship, dated revisions and numbered references, and individual document pages provide the citation in plain, APA, Chicago and BibTeX forms.
Research is published for citation with attribution. Where a figure is quoted, quoting its period and source alongside it keeps the number checkable.