What Equity Research Teaches a Credit Analyst

I should admit something that some credit people hold against a colleague. I did not only read bonds. I have done both kinds of research, equity and credit, and the habits of the stock side came with me. For a while I treated them as contamination. I now think most of them are useful, provided each one is turned around before it is applied to a loan. What follows are those habits in pairs, the way an equity analyst uses them and the way a lender should.

The growth case becomes the shortfall case

An equity analyst builds the model to find out how large the business could become. The interesting number is the one at the top of the range. A credit analyst uses the same model to find out how small the business could get while still paying. The drivers are identical, volume, price and margin. The question is inverted. I still build the growth case first, because it shows me what management believes, and then I run it backward to see where belief would have to fail before the lender feels it.

Reading ambition becomes reading restraint

On the equity side, I listened to management for ambition. A chief executive who wanted to double the business was, within reason, a positive. For a lender, ambition is a cost. It usually arrives as acquisitions, new markets or capital projects, all paid for before they pay back. The inverted question is what management will decline to do. A team that can describe a deal it walked away from tells a creditor more than a team describing the next one.

Beating the estimate becomes missing it safely

Stock prices move on whether a company beats expectations. Much of equity work is estimating by how much. A lender does not care whether the company beats anything. The useful question is how badly it can miss and still meet its obligations. I take the same quarterly estimate and ask how many consecutive disappointments the balance sheet can absorb. The answer is usually more revealing than the estimate itself, because it measures the cushion rather than the forecast, and the cushion is what the lender actually owns.

Valuation multiples become recovery values

Equity analysts value a company on a multiple of earnings or cash flow and argue about whether the multiple is fair. Credit analysts need the same exercise done at the worst moment, when the multiple has contracted and the earnings have fallen with it. What would a buyer pay for these assets if the company had to sell them? The multiple is the same tool. The inputs are the ones nobody wants to put in a pitch.

Catalysts become maturities

A stock thesis often hinges on a catalyst, an event that forces the market to notice. For a lender, the dates that matter are maturities and scheduled amortization, the moments when the company must find cash or new lenders. I map them the way an equity analyst maps product launches. A cluster of maturities in a weak market is a catalyst too, just not the kind anyone hopes for.

The bull case becomes a list of requirements

Equity research rewards a clean story. The bull case explains why the stock will work. A credit analyst takes that story apart into the separate things that each have to be true, the contract renewal, the price increase, the plant coming online. Written as a list, the story often turns out to be several conditions stacked on one another. The lender is exposed to the chance that any of them fails, not to the chance that all of them succeed.

Buybacks become a cash leak

Shareholders often applaud buybacks and special dividends. They return capital and signal confidence. To a lender, each one is cash leaving the building that could have reduced debt or sat in reserve. I read capital allocation announcements with the same attention a shareholder gives them, but I ask what the restricted payment limits would allow in a bad year, not what management intends in a good one.

Consensus becomes the case to discount

On the equity side, consensus is the benchmark a view is measured against. Being different from consensus, and right, is how an analyst earns a living. For credit, the consensus forecast is usually the base case the deal was priced on, which makes it the case most in need of a haircut. I take it as the starting point and then remove the parts that depend on everything going to plan.

Market share becomes staying power

A growing share of the market tells an equity analyst the company is winning. A lender cares whether the company will still be there if it stops winning. Customer switching costs, contract length and the replacement cost of the assets matter more than momentum. A business with flat share and customers who cannot easily leave is often a better borrower than one gaining share on price.

Listening for what is missing becomes reading the documents

Good equity analysts listen on earnings calls for what management avoids saying. That habit transfers directly, but the lender has a second place to look. The credit agreement or indenture spells out what the borrower may do, and those permissions are a map of what management might want. A carve out that seems oddly specific was usually written for a reason. I read the permitted baskets the way an equity analyst reads the tone of a chief financial officer, as a record of what someone in the room wanted to keep open.

Owning the upside becomes owning none of it

An equity holder owns whatever the company becomes. A lender owns a fixed coupon and the return of principal, and nothing more if the business thrives. That asymmetry is the root of every inversion above. The equity analyst can afford to be wrong on some ideas because the winners pay for the losers. A lender cannot, because the winners only ever pay par.

The equity analyst asks how good this could get, and the credit analyst asks the same question upside down: how bad can it get before I stop being paid.