CiteAlpha Research Blog

Articles on guidance credibility, Indian earnings evidence trails, and institutional workflows — without Buy/Hold tips.

• Guidance Credibility Index (GCI): Definition for Equity Research — What is a Guidance Credibility Index? How GCI scores management guidance vs actuals for Indian equity research — with evidence, not tips.
• Sentiment Analysis vs Guidance Delivery: Why Desks Need Both Separately — Sentiment analysis tracks tone; guidance delivery tracks numbers. Why Indian equity desks should not mix them into one score.
• How to Read Guidance vs Actuals in Indian Earnings Reports — Checklist for matching management guidance to NSE/BSE and IR actuals in Indian earnings — without inventing numbers.
• Sensex Guidance Tracker: Building an Evidence Trail Desks Trust — Why a Sensex guidance tracker should prioritise hand-labeled evidence trails before claiming broad Nifty coverage.
• GCI Outcome Labels Explained: Met, Exceeded, Missed, Dropped, Pending — Definitions of Guidance Credibility Index outcome labels so Indian research desks cite guidance delivery consistently.
• Point-in-Time GCI History for Quant and EM Research — Why point-in-time Guidance Credibility Index history matters for backtests and longitudinal management reviews.
• Hand-Labeled vs Demo GCI Data: How to Cite Responsibly — When to cite hand-labeled Guidance Credibility Index rows versus demo data — quality badges for Indian equity notes.
• Buy-Side GCI Workflow: Weekly Guidance Credibility Screening — A weekly buy-side workflow for screening Guidance Credibility Index moves on PMS and AIF coverage lists.
• Sell-Side Research: Citing Guidance Delivery Without Stock Tips — How sell-side associates add auditable guidance vs actuals tables to notes using CiteAlpha GCI — without tips.
• Earnings Concall Guidance Extraction: Analyst Checklist — Human-in-the-loop checklist for extracting management guidance from Indian earnings concalls before it enters GCI.
• NSE BSE IR Disclosures: Finding Primary Sources for GCI — Where Indian management guidance and actuals live on NSE, BSE, and IR pages — and why local formats matter for GCI.
• Vernacular Equity Research Notes: Factual GCI Language Only — How multi-language guidance delivery blurbs stay useful for India distribution without becoming retail advice.
• GCI Peer Rank and Sector Average: Relative Context, Not Tips — How to use Guidance Credibility Index peer ranks and sector averages without treating ranks as trade lists.
• GCI Alerts: When Guidance Credibility Shifts on Your Watchlist — Design Δ-based Guidance Credibility Index alerts for new misses, drops, and label changes without alert fatigue.
• GCI API for Quant Desks: PIT Series and Evidence Hooks — What quant and EM platforms should demand from a Guidance Credibility Index API: PIT history, coverage metadata, evidence.
• SEBI-Oriented Fintech Design: Research Tool vs Investment Advice — Why CiteAlpha ships Guidance Credibility Index as factual research tooling without retail recommendations.
• Sensex to Nifty GCI Coverage: Depth Before Breadth — How to expand Guidance Credibility Index coverage from Sensex to Nifty without thin, untrusted scores.
• Why India Needs a Local Management Guidance Tracker — Category whitespace: global guidance products vs Indian NSE/BSE disclosure reality — and CiteAlpha's local spine.
• Research Desk Console: HITL Review Queue for GCI Quality — How a research desk console turns concall extraction into accepted Guidance Credibility Index evidence.
• Institutional Buyer Checklist: Trust Center for GCI Pilots — Security, legal, and claim-hygiene questions before piloting a Guidance Credibility Index product in India.