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Editorial

Editorial Policy

How we research, write, fact-check and correct content on Liveworldmarket — and how we disclose AI-assistance and conflicts of interest.

Last reviewed · 14 February 2026 · Liveworldmarket Editorial Team

1. Independence

Liveworldmarket is editorially independent. No advertiser, broker, exchange, AMC or other third party has the right to review, edit, or approve our content before publication. Sponsored placements (when they exist) are clearly labelled "Sponsored" and are kept distinct from editorial output.

None of our editors, contributors or owners hold paid positions or active trades in the specific Indian equities they write about for at least the 48 hours preceding and following publication. Conflict-of-interest disclosures, where applicable, appear inline at the top of the relevant piece.

2. Sources & data

All quotes shown on the site come from named third-party providers (Yahoo Finance, Upstox, TradingView, NSE, BSE). Each public-facing page lists its data sources in theAbout Us section or inline footnote.

For editorial pieces (Briefs, Knowledge Corner lessons, "About" sections on symbol pages) we cite at least one primary source per non-trivial fact. We prefer exchange-published data, central-bank releases, regulatory filings and audited financial statements over secondary commentary. Where a number cannot be verified against a primary source we say so explicitly.

3. AI-assistance disclosure

Several content streams on Liveworldmarket are drafted with AI assistance on top of structured market data that we collect ourselves. Specifically:

  • Daily Market Briefs (Pre-Market, Post-Market, Currency & Commodity, Weekly Technical) — drafted by an LLM using closing prices, FII/DII activity and global futures data we gather; then reviewed and edited by a human editor.
  • Knowledge Corner lessons — initial draft generated by an LLM from a topic outline we author; then edited by a human for accuracy and clarity.
  • Symbol-page "About" blocks — short factual descriptions are templated from a curated registry of contract specs (lot size, exchange, currency) — not LLM-generated.

Where AI is used, the editor verifies any numeric claim against a primary source before publication. We never publish AI output verbatim without human review.

4. Fact-checking workflow

  1. Editor compiles raw numbers from primary sources (NSE/BSE/Yahoo/Upstox).
  2. Draft (AI-assisted or hand-written) is produced.
  3. Editor verifies every percentage, level and ticker against the source feed.
  4. Editor runs a second pass for tone, clarity, and house-style.
  5. Page is published with a "Last reviewed" timestamp.
  6. Within 24 hours, a second editor performs a random audit on roughly 10% of pieces.

5. Corrections policy

If we publish an error we correct it. Material errors (incorrect level, wrong company name, wrong sign on a change %) are corrected as soon as we become aware, the article is timestamped with a Corrected on … note, and the change is logged at the bottom of the piece.

Typos and minor stylistic edits may be silently fixed without a visible correction note within 24 hours of publication.

Spotted an error? Email contact@liveworldmarket.com with the URL and the issue. We typically respond within 1–2 business days.

6. Comments, user-generated content & moderation

We do not currently host open comments or a public forum. Email is the only inbound channel. If we add comments in future, content rules will live on this page.

7. Right to be forgotten / DPDP & GDPR

If you are mentioned by name on Liveworldmarket and would like the reference anonymised or removed, write to contact@liveworldmarket.com with proof of identity. Requests are reviewed within 30 days as required under India's Digital Personal Data Protection Act 2023 and the EU GDPR.

8. Contact & complaints

Editorial questions, complaints and right-of-reply requests: contact@liveworldmarket.com.