Exploring both sides of the Elon-Twitter takeover bid

The saga of Elon vs.. the Twitter board is the most captivating business technology news item of this period. It has everything:

In the past weeks, I grew a deeper appreciation of the challenges faced by Twitter in terms of:

I also tried to understand why this is an important venture for Elon to spend so much time, investment consideration and effort.

Product Purpose

At the outset, the purpose of Twitter is rather generic:

“Twitter is a social media site, and its primary purpose is to connect people and allow people to share their thoughts with a big audience.”

This generalistic purpose seems to be a strength and weakness. It is a strength as you can link to or start any conversation with anyone on the platform. By being flexible, Twitter fails to identify its core theme of value or primary area of interest (e.g. LinkedIn = Business Networking & Job Search v.s. Twitter = Anything).

“when you join you get a blank screen, not a bunch of stuff from your friends, and you have to put a lot of work into mining and crafting to get to a feed and an audience that’s valuable”……..”I used to describe twitter as like a blank spreadsheet — you can build anything, but what?”, Ben Evans

This generality makes it difficult to build for, curate content, improve experiences and drive higher value.

To help achieve better engagement, Twitter developed a sophisticated API layer designed to allow developers to build new solutions and product experiences for audience engagement. Some of this results in:

Product and Value of Twitter

In a super article by Stratechery titled “Back to the Future of Twitter” I learned a lot more about the value that Twitter holds within its grasp. Key highlights include:

“Twitter is actually a host of microservices, including a user service (for listing a user’s timeline), a graph service (for tracking your network), a posting service (for posting new tweets), a profile service (for user profiles), a timeline service (for presenting your timeline), etc.; the architecture to tie all of these together and operate at scale all around the world is suitably complex.”, Stratechery.

The article highlighted how the only end-user facing components are those you get in iOS, Android and Web Apps. All of the rest are driven through APIs and social graph services. These end-user facing components (the green boxes below) are distinct to the intelligence and value of the Twitter Service and Social Graph Capability.

“What is valuable is that social graph: while Facebook understands who you know, Twitter, more than any other company, understands what its users are interested in.”, Stratechery.

The opportunity of impact by the Twitter social graph over its competition is hidden within its potential to drive a higher cultural impact than any of its competitors. I imagine this readily available technology is most likely what Elon is after.

“Most people don’t get their news off of Twitter; the places they get their news, though, are driven by Twitter”, Stratechery.

I highly recommend you read this article as it posits an interesting fresh technical view of the internal value within Twitter, and positions several great options on how to better deploy and use capital, structure for growth and deliver great shareholder value.

Key Timeline/Emerging Themes

As the events of 2022, Elon and Twitter unfolded, the following sub-topics frequently emerged:

Let’s explore some of these.

Elon Musk — A heavyweight user of Twitter!

Elon Musk is well known for his fame and online Twitter presence, providing followers with a unique opportunity to catch an unfiltered look into his eccentric mind.

With an increasing tone of frustration on how social and communication policies are being deployed and enforced…

to active participation, ensuring people’s voices can continually be heard

To public “pre-flight” engagement before action….

Twitter Board

I did not go deep into the composition of the Twitter board as I wanted to remain focused on the outcomes / macro topics being analysed instead of focusing on who is leading today.

The key items I noted are:

This last comment made me think. It depends on the drivers of the board and what the board is protecting against.

While I refuse to believe that a board of this calibre would make intentionally destructive decisions to destroy value, I can easily see them take pre-cautionary actions that greatly impacts their longevity in their company position due to some decision that would impact a key KPI that the investor community values.

At the outset, I can appreciate why Elon would use this argument to create massive social pressure on the suitability of the board to drive shareholder value. However, given that Elon himself clearly stated that the company needs to be taken private to transform it, he also knows that no one can apply the necessary changes without tanking the stock price.

“Since making my investment (bringing the stock price up to 9.2%) I now realize the company will neither thrive nor serve this societal imperative in its current form. Twitter needs to be transformed as a private company,” Musk said in a letter to Twitter Chairman Bret Taylor, seen by Reuters.

I firmly believe the board is between a rock and a hard place. On one side, they want to create product-led decisions at speed, while on the other, they cannot accelerate more than much as they are also bound to protect the sock price. Elon is correct, and the board knows it. The work needed to achieve radical change cannot be done while the company is public. There would be too much noise and distraction.

Let’s discover more about this.

Stock price

Using HTTP://finance.google.com set to a MAX period to analyse stock price trends over time, we can chart Twitter performance over approx 10 years.

From this chart, we can see that throughout the spread of 10 years spread, the stock price of Twitter has predominantly oscillated around the 45 USD mark. This means that, brutally said, this stock has remained relatively FLAT throughout these 10 years.

For the avoidance of doubt, yes, there were periods of spikes and throughs. Still, suppose you compare the growth pattern to other similar social platforms (e.g. Facebook) that enable people to connect and share experiences. In that case, you will notice an entirely different growth path (up and to the right).

The people who will lose from this transaction are those who bought their shares at $54.21. The rest will experience a smaller ROI than initially planned (but not experience monetary loss).

This means that from a shareholder performance standpoint, long-term investors have not seen little ROI on their shares. This puts in question the ability of the Twitter leadership to effectively create new incremental value that drives interest and growth engagement.

Just on this, the offer of Elon to purchase Twitter stock at a fixed price of 54.20 USD per share in cash does not seem to shabby.

However, one can argue that this may not be enough, as the board/leadership of Twitter may have internal insight and judgement that makes them believe this company is in for an upswing in short to medium term.

If I were a Twitter investor, I would expect Twitter to demonstrate it is listening to the market and positioning itself for long term growth. Let’s look at other KPIs of the company to determine if it is posted to return to the $70 high mark or higher any time soon?

Let’s go deeper….

Revenue per head

Revenue per head is a popular KPI used to measure and compare businesses’ performance within the same industry. Otherwise said, this KPI is used to get a sense of its resource usage efficiency relative to the overall revenue generated. It is a simple calculation that divides the total revenue generated by the total headcount a company carried in that year.

From this simple tabulation, one can see that the revenue per employee of Twitter is 0.7 million USD per headcount employed. This may sound great until you start comparing it to that of other similar companies (tech giants) operating in the same space. Both Facebook and Google (notorious for running highly efficient companies) carry a 1.6 million USD revenue per headcount KPI.

Through simple proportion, we can see that both Google/Alphabet and Facebook drive higher returns for each employee by a factor of 2.4. That is a huge performance gap.

The resulting questions towards Twitter from this include:

To an investor or outside eye, this may indicate that the Twitter board and leadership are not giving enough focus on the effective running of the company.

But again, let’s go even deeper…

Engagement/number of monthly active users

The most popular social networks are ranked AND JUDGED based on the number of monthly active users.

This Key KPI is what I also believe Twitter measures its success messaging around, e.g. engagement per day, posts per day etc. These KPIs are significantly impacted by who/what and how frequently activity/actions or tweets are done on the platform per period (day/week/month etc.).

Looking at the active daily users across social platforms using data from SmartInsights research in 2021, you can see that Twitter is already positioned as the least used social platform.

However, let’s not stop there, let’s look at whether this number is growing and at what rate.

Again Twitter is losing ground to emerging platforms like TikTok, Reddit, Pinterest etc.

This is incredibly sensitive for Twitter leadership, as both their performance and stock value are directly correlated and judged by this KPI.

Their incentive is to drive behaviours that positively impact this KPI BIG TIME!

This matters a lot because Elon is stating he HAS TO TAKE THIS PRIVATE to fix the Twitter market value challenge.


People use social platforms for various reasons, including:

As they use this platform, they get reactions from other Twitter users and hope for a high-quality information signal that helps them achieve their desired outcomes.

However, things are not so simple. In 2021, Twitter publicly released an API to help developers develop solutions to enhance the value and usage of the platform through automation.

Bots are software solutions designed to interact with humans. They can automatically tweet messages, re-tweet messages of choice, like posts, follow accounts, unfollow accounts or drive other interactions.

This created a new capability for people to create new value built on the platform:

Twitter bots | Botwiki

Explore the world of artistic Twitter bots.


While productivity, customer service experiences and user engagement were enhanced, there was a side effect to this — the rise of agenda-driven bots (political, social etc.) and Spammers. Bots were built and deployed with ease to collect and use data to drive their developer’s purpose. Using an example, you can create a bot that posts an automated reply or direct message when someone mentions your competitor.

This means that the sophistication of bots grew to a level they could be used to:

For you, this means the signal quality of posts you are presented in your feed is significantly undermined by the messaging agenda of organisations with the time, resources and interest to build bots that help them manipulate narratives and contexts to the detriment of the original post may have had.

In an article by Pew Research, titled “Bots in the Twittersphere”, they estimated that TWO-THIRDS of tweeted links to popular websites were done through automated accounts — not human beings!.

This is HUUUUGE!. And being so huge, you can easily use data and intelligence methods to detect and stop such behaviours! So why did Twitter not stop this yet?

I believe that this was not done because, as I indicated in the earlier section, the board measures success in terms of active monthly users no matter if that interaction or behaviour is coming from:

This bot and spam problem, in particular, are incredibly significant considerations in this discussion, as it touches on several aspects, including;

I believe that fixing this issue will drop the monthly engagement number, putting the board under tremendous pressure in an environment where:

This being the number 1 annoyance to users (after the edit button) is what is driving their highest activity. Why would Twitter WANT to solve that problem?. This means the investment KPI driver of success is directly AGAINST the board’s interest to FIX the issue. It is not that they cannot fix it. Based on this, I can see a conflicting situation where their ability to fix a customer issue directly impacts their ability to be seen as successful in an increasingly emerging competitive social market). I can also see that fixing the issue makes them less attractive to businesses to build solutions on their platform. It is a nightmare situation!

Product and Environment Issues

Customers and users of Twitter have been quite vocal about their unhappiness with the Twitter solution:

The top requests seem to circle the same topics consistently Elon is citing as his drivers for this takeover:

Shrink to Grow

I learned a fundamental lesson named “Shrink to Grow” in my career. It was brutal and yet highly needed. The “Shrink to Grow” a strategy is a transformational approach that is built on intentionally taking drastic actions to trim down operations, branches, subsidiaries, and staff to:

Shrink to grow is a move that carries massive risk and change. It is also a blunt instrument that, if applied well, can enable a company to refocus and achieve accelerated growth thereafter successfully.

While it can take us out of context, I found this slide helps frame a portion of the mindset behind a Shrink to grow operation:

NOTE: While in the above example, the manager is making the recommendation, in the Twitter case, the cut size is determined top-down, where managers are given a target shrinkage to achieve over a period of time. These shrinkages will manifest in:

From our analysis of the Twitter KPIs, I fail to see how the present Twitter board can address the main issues within the business without a “Shrink-to-Grow” mindset:

While it is not a given that Elon will manage to take over Twitter, there is one thing that is sure on my mind; Twitter is in for a considerable transformation one way or another.

You cannot fix the bot/spam problem without shrinking that active monthly user engagement KPI. You cannot keep a healthy stock price without that KPI.

I believe Elon is right when he says the only way to fix Twitter and make it a thriving, growing company again is by taking it private. By doing so, he is openly stating his plan to apply the “shrink to grow” model that brings in an immediate shrink in profitability/incoming revenue balanced out by the transformation needed to lower the cost of operation aggressively. This can only be fathomed by highly sustainable investors with a long-term view — something that I am sure you will agree traditional stock investors are not :).

If Elon takes it private, the following are near-sure things in my mind.”

Otherwise said, if Elon takes it private, a model will be prepared for Twitter, and the company and employees will get on an accelerated journey to get “In Model”. Just like the GigaFactories are model-driven, Elon and the team will drive a “model-driven” approach to Twitter too.

Do not mistake this with “product-led” business, although it will be positioned as such. A model-driven business is built on a formula. This means there is a pre-established formula, and if you fit the formula, great, and if not, you are out. This formula focuses intensely on measured productivity, obsessive improvement to productivity metrics, and automation wherever possible (to levels people cannot naturally fathom). This means:

If Elon is not the one to take it private, then we can rest assured that a key competitor will emerge to kill Twitter (backed by Elon) now that we have shown and seen that Twitter systematically failed to thrive over the past 10 years!

Board options from here

I fail to see the current Twitter board having the knowledge or appetite to apply a radical Shrink to Grow model. You can see they are trying to delay the inevitable by deploying the “poison pill” strategy whose sole purpose is to delay hostile takeovers.

The most conflicting thing about this is that we all secretly want Elon to manage this takeover to see what happens and how things will change. What we fail to appreciate is the virtual “carnage” that will occur in an operation of this size.

Current options on what the Twitter board can do without setting themselves up for failure are either:

No matter the outcome, the current board and leadership, are toast one way or another. My heart does reach out to the current CEO, who had to face the toughest of opponents in his first months of tenure without any chance to apply the changes he was most probably after. I am sure that whatever he was going to do, it would not be as aggressive Elon is planning :).


A Twitter under Elon will be a massively different Twitter. As a consumer, I think this is great. I am fascinated by the possibility of a future with less woken agendas, exaggerated censorship boards etc. I fully appreciate the last sentence is an incredible horns nest :) so I will stop there. However, we can easily predict the new Twitter will

Twitter is going to change fundamentally. The only remaining question is how by whom, and by when. I can only dream of the new lessons I will learn in the coming weeks’ thanks to these tech giant moves.

We live in interesting times, where a potentially hostile takeover is lived from the front-row seat thanks to the same platform that is under scrutiny: Near-instant News, Social communications and Social media.

We have so much to learn from this!

Let us know what you think!. We believe in productive discourse and welcome opportunities to refine our understanding through discussion. Comment in the comments area below or reach out on hi@andremuscat.com



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Andre Muscat

Exploring the world of business technology to work out what what’s really happening, what actually matters, and what it means. | www.andremuscat.com