Gemini Prompt for Analyzing an Annual Report
Annual reports are dense documents, often dozens or hundreds of pages long, mixing financial data, strategic analyses, governance notes, and future projections. Manual analysis requires hours of careful reading and multidisciplinary expertise. Gemini, with its extended context window and ability to process long documents, is particularly well-suited for this task. By crafting a structured prompt, you can extract key performance indicators in seconds, identify risks mentioned by management, compare results to previous periods, and summarize the company's strategy. Whether you are a financial analyst, individual investor, economic journalist, or finance student, this approach saves considerable time while providing a rigorous overview. The prompt presented here is designed to leverage Gemini's multimodal capabilities, especially its native PDF reading, to produce a structured, data-driven, and immediately actionable analysis.
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Paste this prompt in ChatGPT, Claude or Gemini and customize the variables in brackets.
You are a senior financial analyst specialized in fundamental analysis of publicly traded companies. I will provide you with the annual report of [COMPANY_NAME] for the fiscal year [YEAR].
Analyze this annual report exhaustively following this structure:
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Executive Summary (5-7 lines): summarize the company's overall situation, performance, and outlook.
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Key Financial Indicators: present in a table the following metrics with their change compared to the prior fiscal year (in %):
- Revenue
- Net income
- EBITDA and EBITDA margin
- Free cash flow
- Net debt and net debt/EBITDA ratio
- Earnings per share (EPS)
- Dividend per share
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Segment Analysis: detail the performance of each division or business segment (revenue, growth, profitability).
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Risk Factors: identify the 5 main risks mentioned in the report, ranked by severity (high, medium, low), with an explanation of the potential impact.
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Strategy and Outlook: summarize the strategic axes, planned investments, announced quantitative targets, and guidance provided.
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Points of Attention: highlight any accounting anomalies, changes in consolidation method, post-closing events, or unusual items that warrant further investigation.
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Overall Verdict: assign a qualitative rating (Positive / Neutral / Negative) with a justification in 3-4 sentences.
Be precise, cite report pages or sections when possible, and prioritize numerical data over vague wording.
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Why this prompt works
This prompt leverages an expert role (senior financial analyst) to guide Gemini toward a technical and rigorous register. The numbered seven-section structure forces a systematic analysis covering all dimensions of an annual report, avoiding omissions. The explicit request for numbers, percentage comparisons, and page citations prevents generic responses and anchors the analysis in the document's actual data.
Use Cases
Variants
Expected Output
You will get a structured analysis in seven sections covering executive summary, key financial indicators in table form with changes, segment analysis, ranked risk factors, strategy and outlook, accounting points of attention, and a justified overall verdict. The result is directly usable for an investment note, committee report, or informed decision-making.
Frequently Asked Questions
Can Gemini analyze a PDF annual report directly?
Yes, Gemini (specifically via Google AI Studio or the API with Gemini 1.5 Pro and above) natively accepts PDF files as input. You can upload the complete annual report and the prompt will apply directly to the document's content. Gemini's extended context window (up to 1 million tokens) allows it to process reports spanning several hundred pages without splitting them. For best results, use the original text-based PDF rather than a scan, since OCR extraction can introduce errors in financial tables.
How can I ensure the figures extracted by Gemini are accurate?
It’s essential to verify critical numerical data by cross-referencing with the source report. Explicitly ask Gemini to cite page numbers for each financial data point, which makes verification easier. For the most important indicators (revenue, net income, debt), compare with publicly available data from sites like Bloomberg, Yahoo Finance, or the company’s press releases. If you doubt a figure, prompt Gemini again asking it to quote the exact passage from the report containing that data.
Can I compare multiple annual reports in a single analysis?
Yes, this is one of Gemini’s major strengths thanks to its large context window. You can upload two or three consecutive annual reports and adapt the prompt to request a multi-year comparative analysis. For example, add: 'Compare fiscal years 2023, 2024, and 2025, highlighting KPI trends, strategic shifts, and changes in the risk profile.' This helps detect trends that an analysis of a single fiscal year would not reveal.
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Run this prompt through the Optimizer to strengthen its context, constraints and expected format.
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- LéaAI
Pour améliorer la fiabilité, ajoutez la consigne "vérifie la cohérence entre les données des tableaux et le texte narratif, et signale tout écart". Cela réduit les risques d'hallucination sur les chiffres clés.
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