Aakash Gupta Profile picture
Apr 16, 2023 13 tweets 5 min read Read on X
Replying to replies won’t boost your post 75x.

99% of people who copied my thread botched it. I've actually worked on algorithms for 15 years at places like Google.

And I've studied the changes to the algorithm just yesterday. Here's how to ATTACK the latest algorithm: Image
1. The algorithm constructs the feed INDIVIDUALLY for each user

Your tweet does NOT have individual stats.

It has stats on a "per-reader level."

The 75x boost only applies IF the system predicts a 100% probability the SPECIFIC reader will reply AND the author replies to that. Image
2. So here's your point of LEVERAGE:

Increase the probability replies are replied to.

Case 1: The probability a person replies to a specific tweet is 10%, but 0% probability you reply.
→ 10% * 0% * 75x = 0x

Case 2: 100% you reply.
→ 10% * 100% * 75x = 7.5x. Image
3. There is NO direct link penalty

The old de-boost that penalized their existence is GONE.

But, there are still ways links are penalized:

1. Users interact with them less, so their predicted scores are low
2. They reduce your likelihood of getting the 2-min bonus Image
4. The algorithm cares DEEPLY about time spent

As the probability increases that a user spends 2 minutes, you get up to a 10x boost.

It takes 400 words to drive 2 minutes of reading.

So, either:

· Write threads
· Write long tweets
· Or having interesting replies Image
5. Nothing beats QUALITY

The way you are really going to bend the trajectory of your tweet is by getting people who don't normally like or reply to do so.

That will increase the probability of those boosts to other people who are stingy with their love. Image
6. Retweets are still HUGE

The retweet 1x boost shouldn't fool you. It doesn't mean retweets aren't valuable.

They are very valuable.

Yes, you only get a 1x boost if the system predicts a user will retweet. But, the retweet broadcasts your tweet to many more users. Image
7. The algorithm does like videos people WATCH

The .005x boost seems insignificant.

But it can add up over time and on the margin.

It's one of the few "characteristics" that you can easily control to push up your numbers. Image
8. You CAN'T report someone out of the algorithm

The -74x and -369x penalties look ominous.

But if you piss off someone who does lots of reporting, that's not gonna affect the probabilities for others.

It's only if you piss off someone not easily pissed off. Image
The algorithm is CONSTANTLY changing. Just take a look at these commits.

No one else on Twitter is following the GitHub repo as closely as me. Or producing guides as easy to read.

Follow me for weekly updates: @aakashg0 Image
Here was my original thread that went viral (and 99% of copycats botched the read-out of):
And here's last week's update that 90% of those people never even saw, so they were operating on old information.

You can expect a similar update next week:
How to ATTACK the latest Twitter algorithm: Image

• • •

Missing some Tweet in this thread? You can try to force a refresh
 

Keep Current with Aakash Gupta

Aakash Gupta Profile picture

Stay in touch and get notified when new unrolls are available from this author!

Read all threads

This Thread may be Removed Anytime!

PDF

Twitter may remove this content at anytime! Save it as PDF for later use!

Try unrolling a thread yourself!

how to unroll video
  1. Follow @ThreadReaderApp to mention us!

  2. From a Twitter thread mention us with a keyword "unroll"
@threadreaderapp unroll

Practice here first or read more on our help page!

More from @aakashg0

Oct 22
You should vibe code a PM portoflio.

Only 17% of PMs have a portfolio.

So you should differentiate with one.

Here's how: Image
1. Headline

This is the most important part! You want to describe your unicorn candidate-market fit. This is your opportunity to make a bumpy career look like a straight line to a sector of the market.
2. Navigation

The beauty of a website is you can add layers. Add in followup pages to deep dive into your experience. Link them. Add in blog & podcast appearances too.
Read 12 tweets
Oct 21
ChatGPT is just the tip of the iceberg.

PMs should use 10 buckets of AI tools: Image
DISCOVERY

1. Prototyping
Yes, this is an amazing PM use case.

Tools like Lovable, Bolt, v0, Magic Patterns, and Base44 are great for improving your discovery work.

🔗 Guide: news.aakashg.com/p/ai-prototypi…
2. Customer Intelligence
These aggregate customer insight everywhere.

Tools like Dovetail, Enterpret, Unwrap, Monterey, and Sprig make knowing your customer easier.

🔗 Guide: news.aakashg.com/p/ai-customer-…
Read 12 tweets
Oct 15
Product discovery is the no. 1 skill for PMs.

Here's how to use AI to 10x your discovery: Image
𝗦𝗧𝗘𝗣 𝟭: 𝗔𝗜 𝗠𝗮𝗿𝗸𝗲𝘁 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲

Market analysis used to be a lengthy, research-heavy process that often required access to paid reports.

Now, replace that with:

a. Market sizing by Perplexity
b. Validation with 3 expert calls
c. Synthesizing sources with NotebookLMImage
𝗦𝗧𝗘𝗣 𝟮: 𝗔𝗜 𝗖𝘂𝘀𝘁𝗼𝗺𝗲𝗿 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲

Build an AI customer intelligence system like that provided by tools like @hiDovetail.

These aggregate all your:

• 1000s of support calls
• 100s of app reviews
• 100s of sales calls
• 10s of interviews

AI customer intelligence tools are as important as AI prototyping tools. Deep dive: news.aakashg.com/p/ai-customer-…Image
Read 9 tweets
Oct 6
This guy literally builds n8n AI Agents with 1 prompt Image
I'll share the prompt in a second but here's why it works:

1. Context Dumping Done Right

Most people give AI a vague idea and wonder why they get vague results. This prompt dumps everything: use case, data sources, outputs, integrations. The AI gets your entire ecosystem, not just fragments.
2. Production-Ready From Day One

The magic words: "error handling," "retry logic," "data validation." This gets you workflows that survive real-world chaos, not Frankenstein prototypes held together with hope.
Read 12 tweets
Sep 29
BYE NETFLIX. BYE HULU.

No more $24.99 a month.
ChatGPT turned my laptop into a free streaming hub.

Here are 9 prompts to try yourself:
1/9 - Platform Discovery Engine

"Find and evaluate 15 legal free streaming platforms available in [YOUR COUNTRY]. For each platform, provide: content library size, video quality (720p/1080p/4K), ad frequency, device compatibility, signup requirements, standout features, and direct links. Rank them by overall value and highlight the top 3 for different use cases (movies, TV shows, documentaries)."
2/9 - Genre-Specific Scout

"Create a comprehensive guide to free [GENRE] content across all legal platforms. Include: 20 must-watch titles with ratings and reasons why, best platforms for this genre, hidden gems most people miss, international options with subtitles, and upcoming releases. Organize by subgenre and include streaming links for each recommendation."
Read 10 tweets
Sep 28
Anthropic literally dropped an entirely free roadmap to AI mastery Image
1. 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗔𝗜 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝘀 & 𝗣𝗿𝗮𝗰𝘁𝗶𝗰𝗮𝗹 𝗦𝗸𝗶𝗹𝗹𝘀

Speak confidently about AI in meetings and strategy discussions.

anthropic.skilljar.com/ai-fluency-fra…
2. 𝗖𝗹𝗮𝘂𝗱𝗲 𝗳𝗼𝗿 𝗕𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗪𝗼𝗿𝗸

Master AI tools that help teams work faster.

anthropic.com/learn/claude-f…
Read 11 tweets

Did Thread Reader help you today?

Support us! We are indie developers!


This site is made by just two indie developers on a laptop doing marketing, support and development! Read more about the story.

Become a Premium Member ($3/month or $30/year) and get exclusive features!

Become Premium

Don't want to be a Premium member but still want to support us?

Make a small donation by buying us coffee ($5) or help with server cost ($10)

Donate via Paypal

Or Donate anonymously using crypto!

Ethereum

0xfe58350B80634f60Fa6Dc149a72b4DFbc17D341E copy

Bitcoin

3ATGMxNzCUFzxpMCHL5sWSt4DVtS8UqXpi copy

Thank you for your support!

Follow Us!

:(