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
- Editor compiles raw numbers from primary sources (NSE/BSE/Yahoo/Upstox).
- Draft (AI-assisted or hand-written) is produced.
- Editor verifies every percentage, level and ticker against the source feed.
- Editor runs a second pass for tone, clarity, and house-style.
- Page is published with a “Last reviewed” timestamp.
- 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
Liveworldmarket enables reader comments on Insight articles. Comments are optional and are governed by the rules set out in this section.
6.1 Authentication
To post a comment or leave a reaction you must sign in with your Google account through our Google Sign-In integration. We use Google's OAuth flow so that (a) every comment is tied to a verified identity and (b) we never handle or store your Google password. On successful sign-in we store only your name, email address and profile picture URL to display alongside your comment. You can revoke this permission at any time from your Google account permissions page.
6.2 Moderation model
Comments are moderated after publication (post-moderation). A submitted comment becomes visible on the article immediately, and the Editorial Team reviews new comments on a rolling basis during Indian business hours (Monday–Friday, 09:00 – 19:00 IST). Any comment found to violate the rules below is edited or removed at the sole discretion of the Editorial Team. We do not pre-screen every comment before it goes live.
6.3 Prohibited content
The following types of content are not permitted and will be removed without notice:
- Personal attacks, hate speech, harassment, threats or content targeting any individual or protected group.
- Investment advice framed as certainty — including specific buy / sell / target / stop-loss instructions for other readers, and price predictions phrased as facts.
- Stock tips, pump-and-dump attempts, unsolicited promotion of advisory or tipster services, and any content that would require SEBI registration to publish.
- Impersonation of another person, brand, journalist or authority.
- Confidential, defamatory, obscene, sexually explicit, illegal or plagiarised material.
- Personally identifying information about third parties (phone numbers, addresses, government IDs) without their explicit consent.
- Off-topic content, low-effort one-liners, or replies whose primary purpose is to derail the discussion.
6.4 Spam controls
We apply a layered set of automated and manual spam controls:
- All commenters must be authenticated via Google Sign-In (see 6.1) — anonymous comments are not accepted.
- Rate limiting: excessive comment frequency from a single account is throttled automatically.
- URL and keyword filters flag common referral-spam patterns (multiple external links, cryptocurrency solicitations, adult-content keywords, phone-number strings, WhatsApp / Telegram channel promotion) for immediate review.
- Repeat offenders — accounts that have had two or more comments removed — are banned from further participation without warning.
- The Editorial Team may remove entire threads (including replies) if they are dominated by promotional or off-topic content.
6.5 Comment-removal requests
If you would like a specific comment (yours or someone else's) reviewed for removal, email contact@liveworldmarket.com with the article URL, the exact comment text (copy-paste helps), and the reason for the request. We aim to acknowledge every request within 2 business days and take a decision within 7 business days. Decisions of the Editorial Team on comment removal are final.
You can delete your own comment at any time using the “delete” option shown beneath the comment while you are signed in. Deleting a top-level comment also deletes its replies.
6.6 Editorial independence & liability
Comments express the personal views of their authors and are not the views of Liveworldmarket or the Editorial Team. We do not endorse, verify or accept liability for statements posted by commenters. Nothing in a reader comment should be treated as investment advice — please read our Risk Disclaimer.
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.