Financial Literacy Validated

Stock Research on Screener.in

Choose stocks with a repeatable Screener workflow: inspect Reliance first, then use the High Growth, High RoE, Low PE screen to shortlist and verify Ganesh Infra.

13 steps screener.in demo_screener.py 0 warnings

Watch The Demo

Open raw asset

This page pairs the final video with publishable screenshots and the exact rerun recipe.

Prompt

Go to screener.in and show how to choose stocks step by step: open Reliance Industries as the example company, review the key metrics, quarterly results, profit and loss, and balance sheet, then click Screens, clearly point at the High Growth, High RoE, Low PE card, open it, compare the results, and drill into Ganesh Infra.

Reproduce It

python run_all.py --demo screener --record
python run_all.py --demo screener --narrate
python run_all.py --demo screener --process
python run_all.py --demo screener --record --narrate --process
python run_all.py --page-only

Toolchain

Playwright browser automation StepLogger captions and screenshots Gemini TTS with gTTS fallback FFmpeg compression and caption burn

Artifacts

output/screener_final.webm
output/screener_transcript.md
output/screener_narration.txt
output/screener_narration_timeline.json
screenshots/screener_steps.json
output/screener_manifest.json
tutorials/screener.html

Storyboard Slideshow

Slide through each screenshot one step at a time, with the image on top and the step content below.

Storyboard Slideshow: one step per slide with the screenshot on top and the step content below.

Slide 1 of 13

Step 1

Step 1: Open Screener.in and bring the stock search page into view

Open Screener.in and bring the stock search page into view

https://www.screener.in/

Step 2

Step 2: Type Reliance Industries into the search box and wait for the visible match

Type Reliance Industries into the search box and wait for the visible match

https://www.screener.in/

Step 3

Step 3: Click Reliance Industries from the visible search results

Click Reliance Industries from the visible search results

https://www.screener.in/company/RELIANCE/consolidated/

Step 4

Step 4: View key metrics - market cap, PE ratio, ROCE, and valuation snapshot

View key metrics - market cap, PE ratio, ROCE, and valuation snapshot

https://www.screener.in/company/RELIANCE/consolidated/

Step 5

Step 5: Review quarterly financial trends to understand recent performance

Review quarterly financial trends to understand recent performance

https://www.screener.in/company/RELIANCE/consolidated/#quarters

Step 6

Step 6: Inspect Profit and Loss details - revenue, expenses, and margins

Inspect Profit and Loss details - revenue, expenses, and margins

https://www.screener.in/company/RELIANCE/consolidated/#profit-loss

Step 7

Step 7: Check balance sheet strength - assets, liabilities, and equity

Check balance sheet strength - assets, liabilities, and equity

https://www.screener.in/company/RELIANCE/consolidated/#balance-sheet

Step 8

Step 8: Click Screens in the top menu to explore ready-made stock filters

Click Screens in the top menu to explore ready-made stock filters

https://www.screener.in/explore/

Step 9

Step 9: Click Show all screens to open the full screen library

Click Show all screens to open the full screen library

https://www.screener.in/screens/

Step 10

Step 10: Find the exact High Growth, High RoE, Low PE card in the full screen list

Find the exact High Growth, High RoE, Low PE card in the full screen list

https://www.screener.in/screens/

Step 11

Step 11: Click the highlighted High Growth, High RoE, Low PE card

Click the highlighted High Growth, High RoE, Low PE card

https://www.screener.in/screens/18/high-growth-high-roe-low-pe/

Step 12

Step 12: Scan the filtered results table and spot promising names like Ganesh Infra

Scan the filtered results table and spot promising names like Ganesh Infra

https://www.screener.in/screens/18/high-growth-high-roe-low-pe/

Step 13

Step 13: Click Ganesh Infra. from the results and land on the company page

Click Ganesh Infra. from the results and land on the company page

https://www.screener.in/company/GANESHIN/

Final Narration

The exact narration used in the finished audio.

Most people pick stocks on gut. Let's change that. Open Screener. Search Reliance.

There it is. Click Reliance. Now the real checklist begins.

First, check the big three at the top: Market Cap, P/E, and ROCE. Then open quarterly results and make sure profits are actually climbing.

Next, sweep through Profit and Loss and the Balance Sheet. Revenues should rise, earnings should look clean, and debt should stay under control.

No stock idea yet? Hit Screens. That is your cheat code.

Now click Show all screens and find this exact filter: High Growth, High RoE, Low PE. Fast growers, efficient businesses, sane valuation. Open it.

The filter has done the hunting. Ganesh Infra makes the shortlist, so open it and run the same four-point check. That is how you go from guessing to investing with a plan.