Ming Zhao Profile picture
May 7, 2021 16 tweets 6 min read Read on X
🧐How to Read 10Ks Like a Hedge Fund🧐

“Fundamentals don’t matter anymore!” I’ve heard this a lot lately on Fintwit.🙄

But, for those who’ve diversify beyond $GME and $DOGE, here’s a primer on what metrics fundamental buy-side PMs look at and why:
(real examples outlined)
👇 Image
1/ Start @ business overview.

Look for these critical pts:
- market ecosystem (Who are the suppliers, distributors, partners? How is each $1 split btw the diff. players?)
- revenue model (How do they get paid? Subscription? Ads? Transaction fees?)
- product line/s (pure play?) Image
🚩 Reg flags if changes in:
- risk factors
- regulation

Why?
"If there’s a change here, it's b/c lawyers said so."

- if "cyber hack" gets added, there was probably a recent breach
- if "asbestos liability" gets added, expect workers comp to balloon
Useful tip:
If this is your 1st time ramping up on the company, read the business overview section whole.
If not, use a tool like FileMerge/opendiff to quickly find what’s changed since last year (hopefully, not much).
If you can't bash but got $20K to drop, get a Bloomberg. Image
2/ MD&A

Look for mgmt’s explanations on:
- revenue growth trends (if decelerating, why?)
- near-term expansion focus (selling up-market? geographical exp? partnerships? new product?)
- metrics that beat/missed
- competitive moat
- biggest risks
- governance changes
- guidance
3/ Financial Statements
aka the crux

Juiciest parts are in the FOOTNOTES (where truths like off-balance-sheet assets, operating leases, depreciation, etc. get uncovered).
But first let's start with the three statements (income statement, cash flow statement, & balance sheet).
3a/ Income Statement

Look for:
- revenue %YoY growth (lots of co's, esp. tech, trade on revenue multiples... gotta keep 'em high to maintain those valuations)
- margins (economies of scale says margins should improve)
- one-time expenses/ writeoffs
- discontinued ops Image
3b/ Cash Flows

Look for:
- changes in working capital or DSO (days sales outstanding) -- why? these 2 metrics indicate ST solvency
-🚩rising accts receivable -- why? this is a sign of capital inefficiency & maybe deteriorating customer quality
-🚩negative CFFO (from operations) Image
- 🚩CFFO < net income, consistently (sign of some earnings shenanigans... see bit.ly/3tuTBys)
- 🚩 CFFI >> CFFO, consistently (can't mooch off investors forever!)
- 🚩 using one-time sales to pay down debt
- 🚩 capex < depreciation (mgmt is not investing back into biz)
3c/ Balance Sheet

Look for:
- 🚩Rising debt/equity (if >200%, usually sign of impending liquidity crunch)
- 🚩Falling interest coverage (if <5, usually sign that operating income can't cover ST interest)
- Big change in cash w/out corporate action
- High goodwill (aka bad will) Image
3d/ Footnotes: aka the fine print
DO NOT SKIP

Look for:
- revenue recognition explained
- GAAP vs non-GAAP (i.e. what did mgmt add/remove in Adjusted EBITDA?)
- off-balance sheet / VIEs
- operating leases
- legal actions
- LT debt maturities
- errors in previous filings Image
4/ Unresolved Staff Comments

Good case: this section is empty (about 99% of the time)

Trouble case: this is where mgmt addresses comments it received from the SEC on previously filed reports (had to dig a LONG AF time to find an example, Forrest Oil Corp -- now defunct) Image
5/ Executive Comp

Why should u care how the CEO gets paid?
- CEO's goal is to maximize his bonus, so make sure the executive incentive plan is aligned w/ long-term value

What metrics are execs most often comped on?
- #1 revenue (20.2% of the time)
- #2 EPS
- #3 operating income ImageImage
2nd reason to look @ proxy statements: signs of corporate governance issues

e.g. Michael Eisner's reign @ $Disney
- Board was stacked w/ insiders (so nobody challenged Eisner, no checks & balances)
- Hired & fired Michael Ovitz after 14 mo. w/ $130M golden parachute
6/ Beneficial Ownership

Look for:
- high % ownership by insiders (C-suite, board): sign that mgmt is aligned w/ shareholders
- insider buying (Peter Lynch: "insiders might sell for a number of reasons, but they buy for only one: they think price will rise."
- 🚩🚩insider sales
- 🚩🚩if you see the CEO purge stock like a hot potato post-IPO, that's a clear-as-day sign that it's all over
e.g. #1 real news -- Tom Siebel @ $AI
e.g. #2 fake news -- @brian_armstrong sold 750K shares & apes thought he sold 75% of his stake... 😂🤯

Now this thread is over. Image

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More from @FabiusMercurius

May 27, 2023
Nvidia is about to become the 1st trillion-dollar chipmaker, after surging $200B in valuation in a single day.

But when cofounders Jensen, Chris, & Curtis started the company in 1993, they had only $40K in the bank.

Here’s Nvidia’s founding story, from 0 to Taxman of AI.
👇
🧵/ ImageImage
1/ On Day 0
The idea came together over breakfast at Dennys — to bring 3D graphics computing to the burgeoning video game industry.

The risk was clear—$10M+ initial capex needed to ship the first accelerator with no pre-committed customers, no funding, and huge technology &… twitter.com/i/web/status/1…
2/ Cofounders take action

So Jensen quit his director job at chipmaker LSI Logic (now Broadcom). And Chris and Curtis quit their engineering jobs at Sun Microsystems.

Nvidia initially had no name and the co-founders named all their files NV for “next version.” When the founders… twitter.com/i/web/status/1…
Read 12 tweets
Apr 15, 2023
🔎How to Read a Term Sheet

VC term sheets are one of the most talked-about & least-understood docs in existence.
What's dirty, what's standard?

Whether you're building a company or thinking about it, as founder or employee:

Here's what the VCs know that you need to know👇
🧵/ Image
0/ the basics

Your objective: build cool shit
VC's objective: achieve maximum rate of return

Interests on both sides usually align — until they don't.

Term sheets spell out the:
(1) control rights, and
(2) economic rights

of both parties as the company goes from 0->1.
Key parts:

- Valuation is always the 1st (&only) thing people talk about.

But other subtle clauses can and do foil a high val many times over to sour deal economics.

These include:
- Liquidation preference
- Participation rights
- Voting rights
- Conversion
- Anti-dilution Image
Read 19 tweets
Apr 9, 2023
8 Underrated ChatGPT Prompts for B2B Sales

(with real examples, each scored #/10 on usefulness & accuracy)

👇
1/ Sourcing potential clients
score: 9/10

Prompt:
"Find 50 [insert business, eg. brokers] in [target region] that [do X, eg. offer US stocks on their investment app]?
Indicate each's website, HQ, & [other relevant info: eg. their custodial partner]. Put everything into a chart.
2/ Forming Google Dork queries to refine souring
score: 9/10

If your clients are also clients of X & if you know what terms are in a standard partnership agreement, you can Google DORK to source many more "hidden" candidate clients that have no publicly announced partnerships!
Read 11 tweets
Mar 25, 2023
Dissecting the Impending CRE Crisis

Soon u'll hear a lot more on CRE.

Why? B/c US banks & PE firms are headed for real estate doomsday.
4 collapses in 11 days
$270B in CRE loans due EoY
$3B+ defaulted in March 2023 alone

What is CRE & why does it matter?
What's next?
👇
🧵/… twitter.com/i/web/status/1…
1/ What is CRE?
"Commercial real estate" = property for business

The US CRE industry is a $20.7 trillion market.

Core segments include:
- office
- industrial
- multifamily
- retail
- hotels
- land
Investors specialize into 3 major investment strategies:
- Core
- Value add
- Opportunistic

Core:
- low risk, "steady income" play
- safe geos (NYC, SF)
- high starting occupancy
- target IRR: 6-9%

Value add:
- medium risk, "asset appreciation" play
- investor must put in work… twitter.com/i/web/status/1…
Read 14 tweets
Mar 16, 2023
BREAKING:
Another wrinkle in the regional banks / $SIVB / $SBNY saga.

Retail investors about to lose $𝟑𝟏𝟎 𝐌𝐈𝐋𝐋𝐈𝐎𝐍 𝐓𝐇𝐈𝐒 𝐅𝐑𝐈𝐃𝐀𝐘— $130M on SVB + $180M on SBNY.
But NO ONE is talking about it.

WSB mods are even censoring posts about it.

What’s going on?
👇
🧵/
1/ The News

On 3/14, National Securities Clearing Corp (NSCC) said it will no longer accept $SIVB & $SBNY exercise. Settlements will be be broker-by-broker.

What does this mean?

In short, things are about to get fucked.
Put holders are about to get WIPED.

Let me explain ...
2/ Expectation vs Reality

Normally if u buy a put and stock --> $0, u should make a BOATLOAD of $$! Right?

Wrong
Not this time
Not on $SIVB

Why?
u can only cash in gains via 2 ways:
a) sell
b) exercise

For SVB puts, depending on ur broker, u might not be allowed to do either!
Read 13 tweets
Mar 10, 2023
🏦📉 SVB Crash Explained📉🏦

Silicon Valley Bank—#16 largest US bank with $212B — just crashed 60% in 1 day & fell 22% post-close. Stock halted now.

@BillAckman is calling a US gov bailout.
@peterthiel is calling a bank run.
JPM, BAC, WFC all dropped 6%.
What's next?

Is this… twitter.com/i/web/status/1…
1/ How banks make money

Let's start at the beginning: SVB is a bank.
Banks make 💸💸 by taking in deposits & lending back out at higher rates.

This spread btw interest earned on loans vs paid on deposits is called NII (Net Interest Income).

NII is SVB's #1 profit source: ~73%
2/ How banks lose money

SVB's NII comes from 2 main sources:
1) interest on loans to startups
2) yield from fixed income investments (treasuries, MBS)

So SVB loses $ when:
1) startups default on debt
2) interest rates rise and SVB must sell its FI investments at a realized loss
Read 16 tweets

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