The John Wayne Method

How one immigrant fighter learned clear English by borrowing a voice, and how AI can now turn that same instinct into a repeatable language-learning system.

A few years ago, my wife and I were in Austin, Texas, riding in an Uber with a driver who had been born and raised in Pakistan.

He told us he had once been an MMA fighter. He had traveled the world. And at one point, he spoke no English.

Then another fighter gave him unusual advice:

Watch old John Wayne films.

Not because the dialogue was modern.
Not because Westerns were a complete language curriculum.
Not because anyone needs to walk around sounding like a cowboy.

But because John Wayne’s speech was slow, clear, deliberate, and easy to imitate.

The pacing gave him something to follow.
The pauses gave him room to breathe.
The rhythm gave him structure.
The confidence gave him a model.

By the time we met him, his English was flawless. Clean. Clear. No noticeable foreign accent.

That story stuck with me because it reveals something most language-learning systems miss.

Spoken fluency is not only about vocabulary.
It is not only about grammar.
It is not even only about comprehension.

It is physical.

It lives in the mouth, breath, rhythm, timing, posture, and confidence of the speaker.

And this is where AI changes the exercise.

Today, with tools like Gemini and NotebookLM, you can take a YouTube film, work from its transcript, identify the strongest spoken moments, create timestamped practice links, break dialogue into rhythm and stress patterns, and convert old film dialogue into modern everyday English drills.

The movie becomes searchable.
The transcript becomes a workbook.
The actor becomes a voice model.
The LLM becomes the coach.

That is the idea behind what I’m calling The John Wayne Method.

Not learning English by pretending to be John Wayne.

Learning English by borrowing what made him so easy to understand: slow pacing, clear phrasing, strong pauses, and speech that lands.

Below is the full working prompt I built from this idea, designed to help Gemini or NotebookLM turn a John Wayne film, especially a clip-based source like El Dorado, into a structured English-speaking practice system.

---

In ChatGPT, I uploaded the following series of images (screen captures on my phone of an Instagram post that shared you how to prompt your favorite LLM to teach you a foreign language.)

Language Learning AI Plan

And I added the following prompt:

Starting with this set of pages - breaking down the formation of structured process to have a LLM teach you a foreign language. The first image is a list of 20 different key activities around which to begin learning a language.
I want to shift things up a bit though.

My wife and I travel quite a bit in the US. Once we got an Uber in Austin Texas from a man who was born and raised in Pakistan. He had been a MMA fighter and travelled the world, and could not speak any English. He wanted to learn how, and was told by one of the other fighters, that the best way to learn English, was by watching the old John Wayne films. The slow drawl, cadence and rhythm of his speaking was clear and easy to mimic. By the time we met him, just a few years since then, this man driving the Uber - his English was flawless and super clean and clear. No trace of even the slightest foreign accent.
I want you to review this entire process proposed - and interject the John Wayne technique to learning English. All the examples should be clips from his films (where possible). Now I know this proposed in the images, is for learning a foreign language - but let’s focus it on teaching foreigners how to speak English in the John Wayne Method. Does that make sense?
And - once we have it dialed in as a formatted practice, let’s turn the entire “how to do it” into a Substack article for the AI LAB.

After an extended conversation with great feedback, I asked ChatGPT to:

Give me a thorough breakdown of this conversation I can share with Gemini to have it tell me how BEST to employ it to tackle this objective learning exercise.

This is what it gave me:

---

I want your help designing a practical language-learning exercise/system.

The objective:

I want to create a structured process that teaches non-native English speakers how to improve spoken English using old John Wayne films as the source material, supported by an LLM like Gemini or NotebookLM.

The working name is:

The John Wayne Method

The core idea:

Years ago, my wife and I were traveling in Austin, Texas, and we got an Uber from a man who was born and raised in Pakistan. He had been an MMA fighter and had traveled the world. When he first started traveling, he could not speak English. Another fighter told him the best way to learn English was to watch old John Wayne films.

The reasoning was that John Wayne’s speech was slow, clear, deliberate, rhythmic, and easy to mimic. The driver told us that this approach helped him learn English. By the time we met him, his English was flawless, clean, and clear. He had no noticeable foreign accent.

That story is the foundation for this learning experiment.

Important framing:

The goal is NOT to teach people to “talk like John Wayne” in a theatrical or cowboy way.

The goal is to use John Wayne’s speech patterns as a clear voice model for:

• Slow pacing

• Clear pronunciation

• Confident phrasing

• Strong pauses

• Short declarative sentences

• Natural rhythm

• Emotional restraint

• Speech that lands instead of spills

• Spoken confidence before linguistic perfection

This is essentially an AI-assisted shadowing method.

The learner watches, listens, repeats, studies the rhythm, practices aloud, and then translates the same cadence into modern everyday English.

The larger educational idea:

Most language-learning systems teach vocabulary, grammar, and correctness first.

This method starts with the body of speech:

• Breath

• Rhythm

• Mouth-feel

• Pacing

• Pausing

• Stress

• Confidence

• Repeatable cadence

The assumption is that many learners know more English than they can comfortably say out loud. They need a model they can imitate before they feel fluent enough to improvise.

• John Wayne becomes the training device.

• The LLM becomes the coach.

• The film becomes the source material.

• The transcript becomes the workbook.

• The learner’s voice becomes the final output.

Source material available:

1. El Dorado playlist on YouTube, broken into 15 clips covering the entire film:

https://youtube.com/playlist?list=PLRsUc5M_Vnzk0VBz0mv9HlUxykJ2VY-Kh&si=zlKiFFD_-1yj5f55

2. McLintock! full movie:

3. The Comancheros:

4. The Longest Day:

5. The Undefeated:

Preferred source sequence:

Level 1:

El Dorado

This should be the core training source because it is already broken into 15 clips. That makes it ideal for short daily lessons. It has clear exchanges, conversational pacing, and strong character dialogue.

Use it for:

• Greeting people

• Asking questions

• Giving short answers

• Responding calmly

• Reading social cues

• Practicing clear, confident phrasing

Level 2:

McLintock!

Useful for humor, expressive delivery, and exaggerated emotional rhythm. It should be used carefully because some language, attitudes, and social dynamics are dated.

Use it for:

• Tone

• Humor

• Emotional emphasis

• Playful disagreement

• Bigger vocal expression

• Understanding older idioms and period-specific language

Level 3:

The Comancheros

Useful for sharper back-and-forth exchanges and action-driven dialogue.

Use it for:

• Listening under pressure

• Short commands

• Questions and answers

• Conflict dialogue

• Reading intention through tone

Level 4:

The Longest Day

Useful, but not as a pure John Wayne speech model because it is an ensemble war film.

Use it for:

• Formal speech

• Command language

• Mission-focused dialogue

• Multiple speakers and accents

• Historical or military vocabulary

Level 5:

The Undefeated

Useful for more advanced learners.

Use it for:

• Regional American rhythm

• Longer exchanges

• Conflict and reconciliation

• Story comprehension

• Subtext

• Period-specific American English

The original prompt framework I am modifying:

The original language-learning prompt set was generic. It suggested asking an LLM to create:

1. A 7-day immersion plan

2. Real conversation practice

3. Vocabulary memory systems

4. Roleplay exercises

It also suggested practicing everyday activities such as:

1. Walking on the street

2. Sitting in a café

3. Scrolling on your phone

4. Typing on your laptop

5. Drinking coffee or water

6. Putting on headphones

7. Taking off your jacket

8. Fixing your hair/outfit

9. Opening a door

10. Closing a laptop

11. Packing your bag

12. Unpacking your things

13. Waiting for something

14. Looking around in public

15. Standing still while people pass by

16. Crossing the street

17. Riding in a car/bike

18. Looking at the sky

19. Watching the sunset

I want to improve this.

Instead of random activities, I want to build practical spoken-life drills around situations where English learners actually need clear, confident speech.

A better list might be:

1. Walking down the street

2. Sitting in a café

3. Ordering coffee

4. Greeting an Uber driver

5. Asking where someone is from

6. Talking about your work

7. Making small talk with a stranger

8. Checking into a hotel

9. Asking for directions

10. Buying something at a store

11. Answering “How’s your day going?”

12. Waiting in line

13. Making a phone call

14. Leaving a voicemail

15. Saying you don’t understand

16. Asking someone to repeat themselves

17. Telling a short personal story

18. Describing a problem

19. Thanking someone sincerely

20. Saying goodbye naturally

The learning workflow I want to explore:

1. Choose a short John Wayne clip, ideally 30–90 seconds.

2. Use Gemini or NotebookLM to extract or analyze the transcript.

3. Identify spoken moments where the dialogue is clear, useful, and repeatable.

4. Create hard links or timestamped links to those spoken moments.

5. Provide brief context for each moment.

6. Break the spoken line into natural speech chunks.

7. Mark pauses, stress, and cadence.

8. Have the learner watch silently.

9. Have the learner listen again for rhythm.

10. Have the learner shadow the line with the speaker.

11. Have the learner repeat without the speaker.

12. Translate the film line into modern everyday English.

13. Turn that line into a real-world conversation drill.

14. Roleplay the scenario with the LLM.

15. Record and compare the learner’s delivery.

16. Repeat until the learner sounds clear, natural, and confident.

A key technical idea:

When a YouTube film is shared with Google Gemini, and possibly with NotebookLM, the LLM can work from the transcript and identify specific spoken sections. Ideally, it can sequence the best moments and provide timestamped links so learners can jump directly to specific dialogue moments.

This means the LLM is not just generating generic exercises. It becomes a curator of spoken language moments from a real film.

The ideal output from Gemini:

I want you to tell me how best to use Gemini and/or NotebookLM to tackle this learning exercise.

Please evaluate:

1. Which tool is better for which part of the workflow:

- Gemini

- NotebookLM

- YouTube transcript extraction

- Manual clip review

- A combination of all of the above

2. Whether Gemini can:

- Access the YouTube transcript

- Identify spoken lines

- Provide timestamps

- Generate direct YouTube timestamp links

- Sequence the best clips for learning

- Distinguish John Wayne’s dialogue from other characters

- Recognize pacing, pauses, and stress from transcript alone

- Provide useful context from the surrounding scene

3. Whether NotebookLM can:

- Ingest public YouTube links

- Use auto-generated captions

- Extract transcripts

- Summarize scenes

- Find good spoken moments

- Create a study guide

- Create a lesson plan

- Provide timestamp references or source links

- Compare multiple film sources

4. What the limitations are:

- Transcript accuracy

- Missing captions

- Incorrect speaker attribution

- Lack of vocal tone analysis

- Copyright issues

- Older film dialogue that may not be useful for modern speech

- Period-specific slang

- Risk of learners imitating accent too strongly

- Need to modernize the language

5. The best workflow for building a pilot lesson.

Please recommend the best practical approach for creating the first lesson using the El Dorado playlist.

Desired pilot lesson:

• Use one El Dorado clip.

• Find 5–10 short spoken moments that are useful for English learners.

For each spoken moment, provide:

1. Timestamp

2. Direct YouTube timestamp link if possible

3. Speaker if identifiable

4. Short transcript excerpt

5. Scene context

6. Why the line is useful

7. Speaking skill being taught:

• pacing

• pause

• stress

• confidence

• short phrasing

• question/answer rhythm

• emotional restraint

• everyday response

8. A slow practice version with slashes marking pauses

9. A natural spoken version

10. A modern everyday version

11. A real-life scenario where the learner could use the same rhythm

12. A roleplay prompt for practice

Important copyright preference:

Avoid reproducing long copyrighted passages from the films.

Short excerpts for educational commentary may be acceptable, but the teaching system should mostly use:

• Short phrases

• Scene descriptions

• Learner-created practice lines

• Wayne-inspired cadence

• Modern everyday equivalents

The learner should watch the clip themselves for tone, timing, and context.

The article/training should not depend on quoting long dialogue passages.

The method should emphasize:

“Do not imitate the accent. Imitate the clarity.”

Possible prompts I may use:

Prompt 1:

Build My John Wayne English Plan

You are my English fluency coach.

I want to learn spoken English using the John Wayne Method:

slow pacing, clear rhythm, confident phrasing, short sentences, strong pauses, and natural everyday speech.

Create a 7-day immersion plan for me.

Each day should include:

1. One short John Wayne film clip or scene type to study

2. One speaking principle from that clip

3. Ten useful everyday phrases

4. Five vocabulary words

5. One pronunciation focus

6. One 3-minute shadowing drill

7. One real-life roleplay scenario

8. A short quiz at the end

Do not make me sound like a cowboy.

Help me sound clear, calm, confident, and easy to understand.

Prompt 2:

Analyze This John Wayne Clip

You are my English speaking coach.

I am studying a short John Wayne clip to improve my spoken English.

Analyze the dialogue for:

• Pacing

• Pauses

• Stressed words

• Simple sentence structure

• Emotional tone

• Useful phrases I can use in real life

Then turn the clip into a speaking drill.

Give me:

• A slow version

• A natural version

• A repeat-after-me version

• A real-life version I could use today

Prompt 3:

Turn a Film Line Into Everyday English

You are my English fluency coach.

Take this John Wayne-style line or scene:

[PASTE LINE OR DESCRIBE SCENE]

Now create:

1. The meaning in simple English

2. A modern everyday version

3. A casual version

4. A polite version

5. A confident version

6. Three real-life situations where I could use it

Keep the rhythm slow, clear, and natural.

Prompt 4:

Real Conversation Practice, John Wayne Method

Act as my English speaking partner.

We are having a real conversation about:

[coffee / work / travel / my day / directions / ordering food / meeting someone new]

Use clear, natural American English.

Keep your sentences short.

Speak with a calm, confident rhythm inspired by John Wayne’s pacing, but do not exaggerate the accent.

Correct my mistakes gently.

When I say something awkward, respond like this:

“That works. A more natural way to say it would be: [better phrase].”

Then keep the conversation going.

Ask follow-up questions for 10 minutes.

Prompt 5:

Shadowing Drill Generator

Create a John Wayne Method shadowing drill for this everyday situation:

[INSERT SITUATION]

Give me:

1. Five short phrases

2. A slow version with pauses marked by /

3. A natural version

4. A confidence version with stronger wording

5. A pronunciation note

6. A 60-second practice routine

The goal is clear, confident English.

Not slang.

Not speed.

Not perfection.

Prompt 6:

Find the Best Spoken Moments

Analyze this YouTube transcript as an English-speaking practice source.

Find 15 short spoken moments that are useful for someone learning clear, confident American English.

For each moment, give me:

1. Approximate timestamp

2. Direct YouTube timestamp link if possible

3. Speaker if identifiable

4. Short spoken phrase

5. Context of the moment

6. Why this is useful for English learners

7. The speaking skill it teaches:

• pacing

• pause

• stress

• confidence

• short phrasing

• question/answer rhythm

• emotional restraint

• everyday response

Prompt 7:

Sequence the Practice Path

Using the spoken moments you found, sequence them into a 7-day English practice plan.

Start with the clearest and slowest lines.

Then move toward more complex exchanges.

For each day, give me:

1. Three timestamped clips

2. The dialogue focus

3. The speaking principle

4. A repeat-after-me drill

5. A shadowing drill

6. A modern everyday version of the phrase

7. A roleplay exercise using the same rhythm

Prompt 8:

Modernize the Film Speech

Take this John Wayne film line:

[PASTE LINE]

Now convert it into modern everyday English in five ways:

1. Casual

2. Polite

3. Confident

4. Professional

5. Friendly

Keep the same rhythm:

short phrases, clear pauses, calm delivery.

Do not preserve outdated slang unless it is still useful today.

The final product I want to create:

Eventually, I want to turn this into a Substack article for AI LAB.

Working title:

The John Wayne Method: How AI Can Help You Learn English by Borrowing a Voice

Possible subtitle:

A Pakistani MMA fighter learned flawless English by watching old Westerns. That story reveals something most language apps miss.

The article should explain:

1. The Uber story

2. Why the method worked

3. What most language apps miss

4. Why spoken fluency is physical, not merely intellectual

5. How AI can turn YouTube films into language labs

6. How Gemini or NotebookLM can extract transcripts and organize practice moments

7. How to shadow John Wayne’s rhythm without copying his accent

8. How to convert film dialogue into modern everyday English

9. A practical 7-day starter plan

10. A set of prompts readers can use immediately

Possible article thesis:

The fastest way to improve spoken English is not to memorize more words. It is to borrow a clear voice, copy its rhythm, and then use AI to turn that rhythm into everyday conversation.

Another possible thesis:

• The movie becomes searchable.

• The transcript becomes a workbook.

• The actor becomes a voice model.

• The LLM becomes the coach.

I want you to help me design the best possible practical workflow for this.

Please do the following:

1. Tell me whether Gemini, NotebookLM, or a combination is best for this.

2. Give me the exact step-by-step workflow.

3. Tell me what to test first.

4. Tell me what might fail.

5. Tell me how to avoid copyright issues.

6. Tell me how to turn the El Dorado playlist into a structured 7-day learning exercise.

7. Give me the best master prompt to use with Gemini or NotebookLM.

8. Give me a sample output format for one clip.

9. Suggest how to turn this into a repeatable framework for any language learner.

10. Tell me how to improve the concept before I write the Substack article.

---

Here is the shorter “task prompt” version to put after all that context:

Based on everything above, design the best operational workflow for The John Wayne Method.

Focus especially on how to use Gemini and/or NotebookLM with YouTube film transcripts to identify, timestamp, sequence, and transform spoken dialogue into practical English fluency drills.

Be specific. Give me the workflow, prompts, limitations, failure points, and a pilot lesson structure using the El Dorado playlist.