TechHalla Profile picture
Sep 9 13 tweets 5 min read Read on X
X just open-sourced their algorithm code, and now you know how to position your content for max visibility.

10 keys to make your posts blow up, in this thread 🧵

1. Video is king, gets a 1.8x boost 👇
Include videos in your tweets.

Why? The algo auto-boosts them by 1.8x over text.

Use native X uploads, not YouTube links.

Hook in the first 3 secs with a question, bold claim or eye-catching content. Image
Image
2. Maximize Early Engagement

Aim for likes, RTs, and replies in the first 2 hours.

How?

Post when your audience is active (check analytics), notify loyal followers, and reply to early comments fast. Image
3. Build Coherent Communities (SimClusters):

Keep around 80% of your content focused on your main niche.

The algo assigns you to one of 145k communities based on who you follow and engage with.

Being consistent helps you show up in the right feeds and be seen as an authority. Image
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4. Leverage Graph Features

Create content that sparks interactions among connected users. "How many of your follows engaged?" is a huge signal.

More social proof = more visibility. Image
5. Strategic Timing Optimization

Post during your audience's peak hours. Algo boosts match time-of-day and day-of-week patterns.

Check X Analytics weekly and schedule top content there. Image
6. Generate Authentic Social Proof

Get to know your audience and learn from them: their comments, their interests, the kind of content they enjoy most...

Focus on that, keep driving engagement, and more and more people from their circles will start doing the same. Image
7. Avoid Safety Filters

Stay clean to dodge penalties. Algo's pToxicity/pNSFW models flag insults, edgy stuff.

Critique ideas, not people: "I disagree because..." Keep it family-friendly.

I keep AI debates constructive, no drama, steady growth.

One wrong word tanks reach. Image
8. Diversify Engagement Types

Don't just chase likes - mix replies, RTs, clicks. Different weights in the algo.

Add specific questions for replies, quotable insights for RTs, value-packed links for clicks. Image
9. Build Real Graph Score

Interact genuinely daily. Reply to 80% of comments, comment on niche peeps' posts.

Boosts future interaction probability, pushing your stuff higher in their feeds.

I spend 75 mins/day engaging AI community, pays off big.

Relationships > algorithms. Image
10. Optimize for Author Diversity

Don't flood - max 3-4 tweets/day, spaced 2-3 hours. Algo penalizes same-author overload.

Vary formats: video, poll, image, thread. Each post gets max individual reach.

Quality > quantity Image
These 10 steps are a summary of my detailed analysis based on the algorithm code that X just made public.

If you want to dive into all the details, I recommend this article I published recently (5–10 mins):
Hope this helps!

Follow me at @techhalla for more guides on X content creation, generative AI, and much more!

Drop a like, repost, and bookmark on the main post, it really helps me keep sharing this kind of content!

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More from @techhalla

Sep 6
concept rides inspired by iconic sneakers using nano banana.

examples and how to make your own in mins 🧵👇

1. Volkswagen Vans
2. Dodge Taylor
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Sep 6
if you don’t know how to use nano banana, you’re screwed in AI

8 tutorials to help you master the best image model out there 🧵👇🏻
1. Step inside your favorite video game.
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Aug 31
I asked nano banana to take me across Middle-earth and this is what happened...

all the details on how I made this video, below 🧵👇
Since I have nano Banana unlimited (I'll tell you how to get yours), I asked it to create Hobbiton for me in Google Maps mode.

Here’s the prompt:

dashcam google street view shot | Hobbiton streets | hobbits carrying out daily tasks like gardening and smoking pipes | sunny dayImage
I asked Grok to help me generate more images using the same prompt, but this time going through key moments from The Lord of the Rings.

It kinda got out of hand and I ended up making 38 stills in total.

Here are 4 of them, with the prompts in the ALTs.

More coming up. 👇 dashcam google street view shot | Seat of Seeing on Amon Hen | Ruined pavilion atop the hill, a hobbit-like figure from behind climbing the steps, the winding path down visible overlooking the river and lands beyond | panoramic view under emerging stars at dusk
dashcam google street view shot | High Pass in Misty Mountains | Gandalf leading travelers, dwarves mining nearby slopes | sunny day with mountain mist
dashcam google street view shot | Weathertop hill ruins | Rangers patrolling the area, ancient stones scattered around | clear sunny afternoon
dashcam google street view shot | Bree village streets | Aragorn watching from shadows, patrons entering the Prancing Pony Inn | sunny midday
Read 9 tweets
Aug 30
in this thread you’ll learn how to:

· create consistent characters
· come up with new angles for your scenes
· build impossible transitions

all with AI and in just minutes! Don’t miss it 👇
We're gonna use nano banana for the images and Kling for the animations.

All of it right on @freepik, where premium+ and pro plans get unlimited access to Google’s model!

Let’s start with the first image, the prompt’s in the ALT text. A photo of a Neanderthal man inside a prehistoric cave, dressed in rough fur clothing, his scarred arm extended as he touches ancient cave paintings depicting primitive hunting scenes | torchlight softly illuminates the ochre and charcoal pigments on the rock wall, casting warm shadows and revealing the texture of the stone | the cave interior is dark, quiet, and untouched by modern elements | captured with a Leica M11, 50mm lens, f/2.8, grainy film look, shallow depth of field
Starting from the image above, we’re gonna build out the rest of the story. Just upload the image and tell nano banana what changes you need!

Here’s an example for you. Image
Image
Read 8 tweets
Aug 26
nano-banana is now available and unlimited! 🍌

Freepik just added it to their suite along with Veo 3 and Kling 2.1... and it’s the perfect combo!

this video is just a glimpse of what you can do now. Prompts, tips, and all the info right here 👇
I don't know how they pulled it off, but @freepik just added the most wanted image model right now: nano-banana by Google.

Yep, the one that lets you edit, compose, get those crazy angles... You can use it unlimited now!

Let me show you how it works 👇 Image
Let’s start with creating the base images. I used Imagen 4 Ultra, which is unlimited on Freepik (I’ll tell you how in a sec).

We’ll move on to nano-banana next, but first, I’ve dropped the prompts in the ALTs. A cinematic, moody close-up of a desert viper in sharp focus, its dusty scales glinting under the low desert sun | shallow depth of field | in the background, a heavily blurred, rundown redneck RV trailer with rusted panels and clutter around it | hazy air and gritty texture | 85mm film lens effect | golden hour lighting | analog film grain | muted ochre and beige tones
A cinematic medium shot of a chubby, balding man with a skullet haircut and thick mustache that drops down the corners of his mouth, wearing aviator sunglasses | he's holding a phone to his ear with a serious, badass expression | inside a filthy, rundown RV with torn upholstery, yellowed curtains, and cluttered surfaces | harsh desert sunlight seeping through dusty windows | gritty, moody lighting | analog film style | 35mm frame
A cinematic wide shot of two rugged workers loading a heavy wooden crate full of ripe bananas into the back of an old, dusty truck | warm, golden hour lighting casting long shadows | the truck's tailgate is open, showing a worn metal floor and scattered debris | the workers are sweaty, in rolled-up sleeves and work pants | desert environment with dry ground and faded vegetation in the distance | shot on 35mm film with high contrast and rich color grading --style raw
A hyper-realistic photograph of a custom redneck-style quad bike designed for the desert | dusty, oversized off-road tires, rusted metal body with DIY modifications like duct tape, rope, beer can holder, and mismatched paint | worn-out leather seat and exposed engine parts | shot on white background in studio lighting | high-definition detail with subtle shadows under the quad | product photography style
Read 10 tweets
Aug 23
AI lets you express your emotions in ways you never could’ve even imagined.

In this thread, I’ll show you how I created this video, including the prompts and styles I used on freepik 👇
The @freepik team added Kling 2.1 initial/final frame to their suite, unlocking all kinds of wild transitions in any style.

To make it work best, you need strong stills.

I used the Mystic 2.5 model with the Fine Art style, prompts are in the screenshots. Image
Image
Image
Image
Now let’s jump to video generation. Choose the Kling 2.1 model in 1080p, upload the two frames you want to animate, and write a detailed prompt.

Make sure you include everything you want to happen. A JSON prompt works great for that.

Example’s in the ALT.
{   "scene_description": "A surreal transformation where a woman approaches a giant eye surrounded by plants; as she walks forward, the eye closes, the surrounding plants decay into dust, her appearance changes, and dense foam fills the scene, revealing a new environment with a different giant eye in a desert cave.",   "visual_style": "Hyper-realistic surrealism with cinematic polish, blending organic and fantastical elements.",   "camera_movement": "Slow, steady dolly-in toward the woman from behind, subtly tracking her movement as the...
Read 6 tweets

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