We used Amenity Viewer to analyze Apple’s FY4Q earnings call to identify 3 key insights and their underlying issues within a matter of minutes.

1. High Level View: Amenity Score Declined

The Amenity Score declined to 44 vs 58 the prior quarter, reaching its lowest level in 2018.

5d6523d36d7a03ae9a3a0187 5be067b2a5f15c37b6fe9eb5 AAPL20Q4FY201820Earnings optimized

2. What Drove the Downtick?

The balance of macro Headwinds vs Tailwinds stood out among Key Drivers with a negative sequential change. When we look at the specific comments from the call, Emerging Markets and FX fluctuations are common themes.

5d6523d39883e803c235a597 5be067d30f963183e85a2742 AAPL20Q3FY20vs20Q4FY optimized

3. What About Apple Pulling Future Unit Disclosure?

Any time a company chooses to remove any disclosure to investors, it warrants attention. On Apples’ FY4Q call, there was not a significant increase in the total number of comments in the Amenity deceptive language category. However, two of the eight overall were in response to a question on Apple’s decision to withdraw future disclosure on units.

Join the Amenity Beta Program today to analyze earnings call transcriptions and enable you to spot outliers, identify critical insights, and understand key drivers.

This communication does not represent investment advice. Transcript text provided by S&P Global Market Intelligence.

Copyright ©2019. All rights reserved.

International Speedway Corp (ISCA) reported a disappointing quarter and outlook on 10/5/18, resulting in a 17% drop in the stock. Did the company kitchen sink the guide? Or is this just the first shoe to drop?

We used the Amenity Viewer to analyze ISCA’s recent earnings calls and look for insights related to those key questions.

ISCA Disappoints on Guidance

Company View Takeaways

  1. Amenity Score: Q3 registered an Amenity Score of 29, up from 20 the prior quarter
  2. Key Drivers: For the Q3 call, the Guidance category was more negative, as was Pricing, while it is noteworthy that the Deception category was less negative
  3. Amenity Score Trend: The 4-quarter time series shows that Q2 represented a steep drop by itself

The drop in Q2 leads us to first go back to that call to analyze what was so negative, and look for any clues to this upcoming miss.

Analysis of the Q2 Transcript (7/5/18) Revealed Some Caution Flags

5d6523d2371eb78e3afac5de 5bbe0ab495fab8c494788f53 ISCA20caution20flags
1. Was it all just weather?

When analyzing the Amenity Key Drivers are sorted by Negatives, we find a clustering of weather issues in the Headwinds category, captured in both Prepared remarks and Q&A. Much like holidays, weather can be a common scapegoat for other underlying issues:

2. Deception events increasing as Amenity Score decreases.

The Q2 call registered 8 events in our “Deception” category vs 6 in Q1. While not a massive change, analyzing these comments in the Viewer did reveal two comments that pointed to ongoing headwinds:

3. A mixed Q2 followed by a reiterated guide…less cushion?

Despite a mixed quarter (including a drop in the Amenity Score to 20), the Viewer still showed a positive skew in forward-looking commentary (Guidance category). This was highlighted by reiterated FY guidance and optimism toward Q4, despite the challenges we see in the quotes above:

What then materialized in 3Q?

1. ISCA lowered the bar for Q4:
2. While weather still shouldered the blame, broader headwinds were acknowledged:
3. Events in “Deception” category dropped to just 3 vs 8 in Q2 and 6 in Q1

Putting all the pieces together:

Join the Amenity Viewer Beta Program today to analyze upcoming earnings calls as well as identify trends and findings from the data.

This communication does not represent investment advice. Transcript text provided by S&P Global Market Intelligence.

Copyright ©2019. All rights reserved.

The art of investing often comes down to the science of security selection and weighting. Discretionary and systematic asset managers alike seek out excess returns through strategies that operationalize their investment philosophies with positions chosen and sized accordingly. All other things being equal, such investors normally prefer to be long names with positive underlying sentiment than the alternative. In that stead, Amenity’s NLP solutions oÔ¨Äer a diÔ¨Äerentiated approach for investors to measure and manage qualitative dimensions of the investment process. This empowers investors with new metrics to gauge exposure to untapped idiosyncrasies that can serve as additional factors in the investing process.

In this note, we pilot a method of analyzing earnings call transcripts for multiple companies to evaluate the impact of discussions by management and analysts on portfolios with diverse, unevenly distributed holdings. We aggregate company speciÔ¨Åc Amenity Scores by accounting for position size to construct an Amenity Portfolio Score. We apply the method to Berkshire Hathaway’s portfolio as a test case and detail the Oracle of Omaha’s scores on both the portfolio and holding level.

Thinking in the Aggregate

We frequently demonstrate the utility of Amenity’s NLP models by sharing our insights into the earnings calls of public companies. Analysts and investors tune into earnings calls because they are substantively focused on the health and prospects of a business. And yet, we know that objective and reliable metrics for evaluating such qualitative dimensions of the investment process are all too rare. In response to this absence, Amenity innovates a wide variety of NLP solutions that empower users with objective, material, and actionable insights into the contents of Ô¨Ånancial text such as earnings calls.

As part of our mission to transform text into valuable assets, Amenity generates data including Amenity Scores — statistical representations of the meaning and relevancy of underlying content in earnings calls. These scores range from -100 (most negative) to +100 (most positive) and indicate the implications of discussions about business fundamentals by management and analysts. Models we employ are designed and reÔ¨Åned to capture and interpret the fundamentals that matter most to analysts and investors. As the world and our clients evolve, so too do our models. And by focusing on achieving high levels of recall and precision, we are able to deliver measurable eÔ¨Écacy in solving real world problems.

Many insights we have shared compare company level Amenity Scores. At the same time, we recognize that analysts and investors often deal in baskets of holdings that are diversified and unevenly distributed. The drivers of investment rationales are many and varying levels of confidence and capital inevitably lead to investments that are sized accordingly. This creates uneven exposures to the underlying fundamentals of holdings in any portfolio. And as a result, apples-to-apples comparisons only solve part of the puzzle.

With that in mind, we pilot a framework for aggregating Amenity Scores in a manner that takes portfolio composition into account. Our motivation is to develop methods that are relevant to the day to day lives of our clients and empower users to drill up as easily as they can drill down when interpreting our data.

Methodological Approach

We calculate an Amenity Portfolio Score for a simulated basket of equities by incorporating a mix of Amenity Scores and Ô¨Ålings data. We use Berkshire Hathaway’s most recent 13F (14 November 2019) to generate a list of 48 holdings with their portfolio weights and match the most recent Amenity Score for each ticker. (If multiple share classes of one company are owned, we assign the same Amenity Score to both positions.) Amenity Scores are then multiplied by position size to calculate a position score that is proportional to its weight in the portfolio. Position scores are summed to create an Amenity Portfolio Score for the overall portfolio. We present results from this transformation in the Appendix.

Interpreting the Results

Berkshire Hathaway’s portfolio score compares favorably to the average company in our data universe, which totals more than 12,000 companies that have reported earnings since January 2009.Across that entire dataset,the average Amenity Score per company is 12, meaning BuÔ¨Äett’s portfolio is positioned signiÔ¨Åcantly more positively than the average individual company.

Warren BuÔ¨Äett, ToddCombs, and Ted Weschler are master practitioners of the craft and the positivity of Berkshire Hathaway’s portfolio score lines up with narratives of the investment team’s prowess as stock pickers. Rather than conÔ¨Årming what many already know, we believe our Amenity Portfolio Score further identiÔ¨Åes just how much security selection and weighting matter to portfolio managers.

Despite hordes of followers and an unrelenting focus on quality, the Berkshire Hathaway portfolio score is nowhere near the maximum of +100. In fact, one in three holdings (16 of 48) have negative Amenity Scores. However, these positions together account for only 26% of the portfolio’s market value, which limits their impact on the portfolio score accordingly. At the same time, 74% of the portfolio is invested in Ô¨Årms with positive Amenity Scores and the top ten holdings ranked by Amenity Score account for more than half of the portfolio’s total invested capital.

Analysis & Attribution

While partially a truism of portfolio management, the evidence suggests that the Berkshire Hathaway portfolio’s outperformance of the average company is driven by a tendency to (1) select securities with higher than average Amenity Scores and (2) weight holdings with higher Amenity Scores more heavily.

For example, the most recent addition to the Berkshire Hathaway portfolio is a stake in RH (RH), formerly Restoration Hardware. That company’s most recent Amenity Score was -39 (the lowest Amenity Score in the portfolio). Despite such marked negativity, the RH position creates a relatively insigniÔ¨Åcant -0.13% drag on the portfolio score as it amounts to an allocation of only 0.10% of invested capital.

Conversely, Apple Inc. (AAPL) is the largest holding in the portfolio at 28% of invested capital. Apple’s most recent Amenity Score was +56, which combined with its position size accounts for more than half of the portfolio score. The only holding with a higher Amenity Score than Apple is Visa (V) at +59, but its 1% position size provides a nominal tailwind of only +1.6% to the portfolio score.

Illustrative Rankings

We oÔ¨Äer illustrative visualizations to contextualize Berkshire Hathaway’s portfolio from the perspective of Amenity Scores. Table 1 details the top and bottom Ô¨Åve holdings ranked by company Amenity Scores and attributions to the Amenity Portfolio Score. Figure 1 visualizes the portion of the portfolio score that is attributable to each position.Additional details can be found in the Appendix.

Table 1: Top 5/Bottom 5 Holdings by Amenity Score & Attribution to Portfolio Score
5df8e39e2916d4d093f9c9c8 5dd82b38862efd084f3fb863 Amenity20Portfolio20Score20 20Table20120Top20520Bottom20520holdings
*Red indicates a negative Amenity Score detractive to the overall Amenity Portfolio Score.
Figure 1: Amenity Portfolio Score Attribution by Position
5df8e39ed77ee16719d48f62 5dd82c42a67c5b256fb6890e Amenity20Portfolio20Score20 20Figure20120individual20holding20impact20v2 Optimized

Why it Matters

For analysts and investors that follow Berkshire Hathaway’s investments, we oÔ¨Äer a particularly valuable approach given that the company does not host its own earnings calls. To the extent that holdings are an expression of the worldview of portfolio managers, Berkshire Hathaway’s Amenity Portfolio Score may be as close a proxy as we might expect for a Warren BuÔ¨Äett earnings call.

More broadly, we believe the technique presented here offers an elementary method of accounting for an important qualitative dimension of the investment process that has historically been hard to quantify.Assuming a preference for positively positioned portfolios, we hope that these sorts of metrics present deeper insights into portfolio exposures and new opportunities to set measurable targets to manage towards on a discretionary or systematic basis.

What’s Next?

Amenity aims to augment the expertise of our clients by using innovative technology to map investment philosophy to actionable insights. We believe the types of portfolio metrics discussed in this note may be useful factors in the process of security selection and weighting, not least because they focus on differentiated data with scalable methods. The multiplicity of models we maintain allows users to think through alternative lenses like Deception and ESG, which may open the door to profound new ways to think about and act upon idiosyncratic exposures when incorporated in portfolio analytics.

In the nearer term, we will continue experimenting with this type of analysis and offer regular insights into widely followed portfolios to gauge the skill of asset managers in constructing positively positioned portfolios and analyze how various positions and strategies impact Amenity Portfolio Scores.

If there is a portfolio you follow that you would like us to analyze,or if you would be interested in us scoring your holdings, please reach out at any time. As always, we welcome feedback and comments from our readers and look forward to reaching out again soon.

Download the PDF

APPENDIX: Amenity Portfolio Analytics — Berkshire Hathaway, 14 November 2019

5df8e39efb79d83bd775b736 5dd6e6c14bb27bc27dc434ff Amenity20Portfolio20Score20
5df8e39e2916d41d52f9c9ca 5dd6e6cf6d98d8a2c5187b82 Amenity20Portfolio20Score20
Interested running these types of analyses with our platform?

Request a demo today to find out how you can analyze earnings call transcripts and other financial documents with our text analytics platform. Spot outliers, identify critical insights, and understand key drivers.

About Amenity

Amenity Analytics is the industry leader in providing insights from unstructured text by using Natural Language Processing (NLP) assisted by Artificial Intelligence (AI) and Machine Learning (ML). Amenity’s NLP system is a sector-agnostic, language-dependent tool for quantitative text analysis that is deployed across the financial services industry and beyond.

This communication does not represent investment advice. Transcript text provided by FACTSET and S&P Global Market Intelligence.

Copyright ¬©2019 Amenity Analytics. 

Slowing global growth and an inverted yield curve have begun to rattle markets and stoke investor fears:

To address these questions with data and facts, we look to the Amenity Forecast Index, which quantifies the tone of forward-looking commentary of US public companies. What did we find? The Amenity Forecast Index checks in at 45.0, sharply off the lows, but down 5% year-over-year. The recent bounce suggests companies are more optimistic when looking past a softer Q1.

About the Index: Earnings sentiment of only forward-looking commentary from U.S. quarterly earnings calls. This analysis goes beyond the stated revenue and EPS guidance to capture all significant forward-looking financial commentary: market share, new products,pricing, inflation, margins, growth, Capex, hiring, share repurchase, etc.

We leveraged the Amenity NLP platform to identify 4 key trends beneath the score:
  1. View of US consumer is mixed, but optimistic as Spring arrives
  2. 5G buildout on the horizon; Juniper caution is the outlier
  3. Hourly earnings data is not a fluke, wage inflation is here to stay
  4. Supply chain pressures continue to pinch the retail sector

Forecast Index Checks in at 45.0; Sharply Off Lows, but Down 5% YoY

5d6523d1371eb78004fac535 5c9bec1399185a0f27a1552a Amenity20Forecast20Index20 20March20Chart Optimized

1. US Consumer: Mixed, but skews positive

Have global growth fears migrated to the US consumer? Our data says no, or at least not yet, as spring spending appears to be on solid footing:

Lennar (3/27/19):

At Home Group (3/27/19):

KB Home (3/26/19):

Tiffany (3/22/19):

Darden (3/21/19):

Nike (3/21/19):

2. 5G buildout is on the horizon; Juniper caution is the outlier

Like most new network technologies, 5G hype has run ahead of reality for sometime. I even remember 5G-driven bull cases from 2017. We are finally tracking an uptick in tone as carrier investment comes closer to reality, with Juniper standing out as a curious outlier:

Micron (3/20/19):

Uniti Group (3/20/19):

Juniper Networks, Deutsche Bank Conference (3/8/19):

Spirent Communications (3/7/19):

Qorvo, Raymond James Conference (3/6/19):

3. Hourly earnings data is not a fluke; wage inflation is here to stay

Growth in average hourly earnings accelerated in the most recent jobs report, even as overall job creation disappointed. Is the data reflective of reality? Our data suggests recent trends are sustainable:

Paychex(3/27/19):

Darden (3/21/19):

Cintas (3/21/19):

AAR Corp (3/19/19):

Genesco (3/14/19):

Vail Resorts (3/8/19):

4. Supply chain pressures continue to pinch the retail sector

Consumer spending and customer traffic have been a bit misleading over the last couple of quarters, as many retailers have been tripped up by the negative margin impact of e-commerce growth. This trend appears to be the new normal.

Ollie’s Bargain Outlet (3/26/19):

RTW Retailwinds (3/21/19):

Herman Miller (3/20/19):

Williams-Sonoma (3/20/19):

FedEx (3/19/19):

See Amenity in April: 

Our team at Amenity Analytics looks forward to joining Fintech leaders participating in the ESG5 Summit on Thursday, April 4th. Our CEO, Nate Storch, will speak and lead a panel discussion on text analytics and ESG integration.

Request access to Amenity Key Drivers, the NLP language modeling and scoring system. Analyze earnings call transcripts based on key fundamental factors that drive stock performance and uncover areas of risk, exposure, and opportunity hidden in financial documents.

This communication does not represent investment advice. Transcript text provided by S&P Global Market Intelligence.

Copyright ©2019 Amenity Analytics.

Last week we introduced version 1.0 of the Amenity Forecast Index, which leverages Amenity Analytics’ NLP platform to track and analyze earnings sentiment of only forward-looking commentary from U.S. quarterly earnings calls. This analysis goes beyond the stated revenue and EPS guidance to capture all significant forward-looking financial commentary: market share, new products,pricing, inflation, margins, growth, Capex, hiring, share repurchase, etc. 

Caution Emerges in Text and Data

We updated the Index for this week’s slate of corporate earnings and used our text analytics platform to identify the key themes driving the Index.

We highlight 5 key takeaways

  1. The Forecast Index declined to 32 from 40 a week ago and is now at a 12-month low
  2. China challenges continue to remain front and center this week
  3. The auto sector is showing deteriorating trends
  4. Cost pressures and currency headwinds remain an overhang
  5. All hope is not lost: pockets of strength in certain Industrial and Healthcare markets

1. The Amenity Forecast Index declined to 32 from 40 a week ago

The Amenity Forecast Index is measured on a scale of -100 to +100 on a rolling 30-day basis. As the chart below shows, the Index has firmly been in positive territory throughout 2018. However, the degree of bullishness in management sentiment waned as the year progressed, most significantly in June.

Have expectations been lowered enough that this earnings season can show an uptick? Or is “incrementally cautious”the new normal? Stay tuned for weekly updates to the Index throughout earnings season:

2. China challenges are front and center

TE Connectivity (1/23/19):

TE Connectivity (1/23/19):

Union Pacific (1/24/19):

Las Vegas Sands (1/23/19):

Intel (1/24/19):

Western Digital (1/24/19):

Avnet (1/24/19):

3. Auto sector is pumping the brakes

Stanley Back & Decker (1/22/19):

TE Connectivity (1/23/19):

Union Pacific (1/24/19):

4. Nothing new, but Cost Pressures and Currency Headwinds are still and overhang

Procter & Gamble (1/23/19):

Kimberly-Clark (1/23/19):

Procter & Gamble (1/23/19):

Waters (1/23/19):

IBM (1/22/19):

5. All hope is not lost: pockets of strength in certain Industrial and Healthcare markets.

Union Pacific (1/24/19):

United Rentals (1/24/19):

W.W. Grainger (1/24/19):

Abbott Laboratories (1/23/19):

Steel Dynamics (1/22/19):

Aspen Technology (1/23/19):

Norfolk Southern (1/24/19):

Join the Amenity Viewer Beta Program today to analyze earnings call transcriptions and enable you to spot outliers, identify critical insights, and understand key drivers.

This communication does not represent investment advice. Transcript text provided by S&P Global Market Intelligence.

Copyright ©2019. All rights reserved.

We updated the proprietary Amenity Forecast Index for recent corporate earnings using our text analytics platform to identify the key themes driving the Index.

About the Index: Earnings sentiment of only forward-looking commentary from U.S. quarterly earnings calls. This analysis goes beyond the stated revenue and EPS guidance to capture all significant forward-looking financial commentary: market share, new products,pricing, inflation, margins, growth, Capex, hiring, share repurchase, etc.

We highlight 3 key takeaways:
  1. The Amenity Forecast Index has continued its slow upward grind from January lows, assisted by a dovish Fed, and China trade hopes. The index remains nearly 20% lower than the same point a year ago.
  2. Europe has joined China at the forefront of global growth concerns.
  3. Companies are expecting less margin pressure from raw material inflation than in 2018.

1. Amenity Forecast Index grinding slightly higher from the January lows

The latest Index reading of 35.2 compares to 33.7 at the beginning of the month, but remains well below 42.8 at this time last year. The Amenity Forecast Index is measured on a scale of -100 to +100 on a rolling 30-day basis. 

The chart below shows the Index was firmly in positive territory throughout 2018 before catching a wave of caution through the first two weeks of Q4 earnings. Since the January low point, the Fed has turned more dovish and sentiment toward U.S. – China trade has turned more optimistic. Themes gaining prominence recently include weakness in Europe and less margin pressure from raw material inflation:

5d6523cf371eb7d0bafac373 5c6f0ffc0e78fc1e177c149c Amenity20Forecast20Index20 20Wk6 Optimized

2. Europe joins China at the forefront of global growth concerns

The Eurozone PMI recently dipped into contractionary territory, but we doubt many multi-national CEOs were surprised by the number:

Nordson Corporation (2/21/19):

Genuine Parts Company (2/19/19):

Ecolab (2/19/19):

Neenah, Inc. (2/12/19):

BorgWarner (2/14/19):

3. Moderating raw material pressures fuel some optimism on margins

A number of inflationary pressures impacted margins in 2018 including freight, raw materials, and labor.  On the raw materials front, companies are pointing to more balanced price-cost dynamics in 2019:

Valmont Industries (2/21/19):

JELD-WEN holding (2/19/19):

Masonite International (2/19/19):

Cooper Tire & Rubber ( 2/19/19):

Tempur Sealy (2/14/19):

Dana Incorporated (2/15/19):

Bloomin’ Brands (2/14/19):

Join the Amenity Viewer Beta Program today to analyze earnings call transcriptions and enable you to spot outliers, identify critical insights, and understand key drivers.

This communication does not represent investment advice. Transcript text provided by S&P Global Market Intelligence.

Copyright ©2019.

We updated the proprietary Amenity Forecast Index for this week’s slate of corporate earnings, using our text analytics platform to identify the key themes driving the Index.

About the Index: Earnings sentiment of only forward-looking commentary from U.S. quarterly earnings calls. This analysis goes beyond the stated revenue and EPS guidance to capture all significant forward-looking financial commentary: market share, new products,pricing, inflation, margins, growth, Capex, hiring, share repurchase, etc. 

We highlight 4 key takeaways

  1. The Forecast Index improved marginally to 33.3 from 32.4 last week
  2. The China slowdown continues, and safe to say, is now part of the status quo
  3. Global macro commentary is mixed
  4. We continue seeing pockets of strength in certain industrial markets

1. Amenity Forecast Index improved marginally off last week’s lows, to 33.3 from 32.4:

The Amenity Forecast Index is measured on a scale of -100 to +100 on a rolling 30-day basis. The chart below shows the Index was firmly in positive territory throughout 2018 before catching a wave of caution through the first two weeks of Q4 earnings. This week delivered a small relief, with the Index up slightly to 33.3 from last week’s 32.4. The key drivers of cautious forecasts remain the same, but factors such as macro uncertainty and slower growth in China are now becoming part of the status quo rather than incremental negatives:

2. The China slowdown is no longer surprising:

Caterpillar (1/28/19):

Cypress Semiconductor (1/31/19):

Dow DuPont (1/31/19):

3M Company (1/29/19):

3. Overall macro commentary is mixed:

Mastercard (1/31/19):

United Parcel Service (1/31/19):

Whirlpool (1/29/19):

4. Pockets of strength remain in Industrial markets:

Eaton (1/31/19):

Boeing (1/28/19):

Caterpillar (1/28/19):

Sherwin-Williams (1/23/19):

General Electric (1/31/19):

Ball Corp (1/31/19):

Join the Amenity Viewer Beta Program today to analyze earnings call transcriptions and enable you to spot outliers, identify critical insights, and understand key drivers.

This communication does not represent investment advice. Transcript text provided by S&P Global Market Intelligence.

Copyright ©2019. All rights reserved.

When analyzing Q3 earnings calls in Amenity Viewer, Caesars (CZR) and MGM Resorts (MGM) showed sharply disparate trends, with CZR registering an Amenity Score of negative 7, down from 33 last quarter while MGM registered an Amenity Score of 37, up from negative 9 the prior quarter.

At Amenity Analytics, we believe the Amenity Score is just the starting point of differentiated analysis, leveraging the Viewer to identify the why behind the trends in a matter of a few clicks. We explore the sentiment behind CZR and MGM to share 3 insights.

5d6523e59883e8032d35a5c9 5beaf7c5d6dc45fa4c7ebce3 CZR20Company20View optimized
Company View: Caesar’s (CZR)
5d6523e5371eb75f3cfacd44 5beaf838d407061e08d4a96d MGM20Company20View optimized
Company View MGM Resorts (MGM)

1. Las Vegas as a Market Was Soft in Q3, but MGM Outperformed its Plan While CZR Lagged Expectations

MGM

CZR

2. Overall Forward-Looking Commentary Remains Quite Positive

5d6523e59883e8c8a835a5c8 5beaf9fbd6dc453f8a7ebcf3 MGM20Guidance20Trend optimized
Guidance Trend Q2 vs Q3
5d6523e59883e8298535a5ca 5beafb3ae9f9cd69cd8405c3 CZR20Guidance20Trend optimized
Guidance Trend Q2 vs Q3

3. CZR’s Struggles in Atlantic City is Not Shared by MGM

MGM

CZR

Join the Amenity Viewer Beta Program today to analyze earnings call transcriptions and enable you to spot outliers, identify critical insights, and understand key drivers.

This communication does not represent investment advice. Transcript text provided by S&P Global Market Intelligence.

Copyright ©2019. All rights reserved.

We used the Amenity Viewer to set the stage for Delta’s earnings call. Two key themes dominated the 2Q earnings calls for Delta and the industry as a whole:

  1. Higher fuel costs weighing on margins and earnings
  2. Broad-based demand strength

While fuel costs may have been a dominant theme across all airlines, their strategy and ability to offset those costs vary. This is likely tor remain a key focus for analysts and may be a driver of relative performance among the airlines in 3Q. Let’s explore this in more detail with Viewer.

Delta’s 2Q Earnings Call Compared Favorably vs Its Peers

Delta scored near the top of airlines on an absolute basis with an Amenity Score of 55 (scale -100 to +100). Amenity Scores across the Airlines in 2Q were either flat or declining vs 1Q:

5d6523e343727661ca4085d9 5bc4fbb70278712b276f65ed Delta20Industry20Competitors optimized
Airline Industry Performance

When we drill down into the Company View on Delta, the details yield the following:

5d6523e39883e8483f35a5c3 5bc4fce787cfc4fcd9df21bc Delta20Earnings20Blog20Post optimized
Company View

With the Company View serving as a backdrop we use Viewer to dive into the transcript itself.

What is Driving the Unfavorable Cost-Price Mix, and What is Delta Doing to Offset?

Using the Key Drivers on the left to dive into Cost-Price, we quickly see a clustering of negative highlights related to higher fuel costs. When we see the highlights in the context of the document, it takes us to a paragraph that highlights some clear trends: higher fuel costs are weighing on earnings, despite a strong and improving revenue outlook.

5d6523e36d7a03e3af3a01c4 5bc4ffa2753b12059784398c Delta20Transcript20Detail20
Cost-Price Mix

What is Delta Doing to Deal With the Higher Fuel Cost? Both Pricing and Expense Control:

How does that compare to the competition?

We analyzed these same Cost-Price dynamics in the other Airlines earnings calls. Pricing was mentioned sparingly, with more airlines leaning on operating cost reductions. Note that the two companies most vocal on price (Delta and United Continental) scored near the top of the group overall. Perhaps the strong flexing their muscles? Separately, Southwest lives up to its reputation for more aggressive fuel hedging programs.

United Continental (7/18)

American (7/26)

Southwest (7/26)

JetBlue (7/24)

Alaska Air (7/26)

Spirit (7/26)

Hawaiian (7/24)

What drove the Tailwinds uptick among the Amenity Key Drivers?

In the Key Driver drop-down on the left, we see another cluster; bullish demand commentary, both leisure and business:

5d6523e36ed3ee5e71a26d5b 5bc50be802787182ff6f666a Delta20Transcript20Detail20 20Cluster20Bullish20Demand optimized
Bullish Cluster

Join the Amenity Viewer Beta Program today to analyze earnings call transcriptions and enable you to spot outliers, identify critical insights, and understand key drivers.

This communication does not represent investment advice. Transcript text provided by S&P Global Market Intelligence.

Copyright ©2019. All rights reserved.

We highlight The J. M. Smucker Company (SJM) in our Deception Spotlight following the company’s 2Q20 earnings call on 22 November 2019. Despite beating EPS estimates, the underlying story remains unsettling. The beat drove shares up 5% on Friday, though a look through fresh eyes after the weekend saw shares trade down 4% on Monday.

Focusing more on the longer-term, our analysis finds questions about revenue have triggered deceptive answers by management in earnings calls at an increasing rate, which may further erode confidence given the ongoing calls for top-line improvements. This sort of evidence may provide fodder for bear theses and be a honeypot for activists. We narrate the context for our concern and detail deceptive language detected by Amenity’s NLP models below.

The Pre-Earnings Saga

SJM is a leading manufacturer of packaged consumer and pet foods in the United States, though the company has been plagued by fundamental challenges for years. Incumbency advantages in end markets have lost ground as the product lineup fails to keep pace with changing consumer preferences. Attempts to innovate have fallen short and new entrants have taken share, particularly in pet food. And having missed guidance in six of the last seven years, the company faces something of an existential crisis in dealing with an anachronistic brand portfolio that seems to offer all the wrong products in all the right categories.

The week before the call, that crisis came to a head with a sweeping executive changeup aimed at righting the ship. New leadership is now inbound for the roles of CFO, COO (newly created role), the heads of Pet Food & Snacks and US Retail Sales & Away-From-Home, and more. (For Pet Food driven investors, the company is also bringing on an experienced consultant to assist with the turnaround…) While these efforts might be appreciated, they hint at the severity of the underlying business challenges while amplifying expectations of headwinds through the transition. In any event, we appreciated one analyst noting the absence of changes to the executive compensation structure, which is pegged to EPS growth rather than revenue growth. Once again, the wrong product in the right category.

The J.M. Smucker Company (SJM) — Amenity Score vs Share Price
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Looking to the fundamentals expressed on earnings calls as represented by our Amenity Scores (see Figure above), we observe that SJM’s management has offered investors a roller coaster ride in both the sentiment expressed in quarterly earnings calls and the resulting share price movements in a procession of fits and starts.

The Post-Earnings Saga

Underlying the musical chairs of the ongoing organizational shakeup is concern about the ability of management to grow top-line revenue. While management seems to be taking the right actions with initiatives focused on product innovation and brand support, we find concerning evidence in our Deception Model that suggests questions about revenues are increasingly triggering deceptive answers from management. SJM presents an outlier case where the overall deception has improved while deception related to a core concern like revenue has increased three fold.

We visualize this data in the figure below, which portrays SJM’s deceptive event count (in blue), Deception Score (in red), and the portion of SJM’s Deception Score attributable to questions on the topic of revenues (in purple). We observe a marked uptick over the past five quarters in deceptive answers to revenue related questions, which may serve as further evidence that erodes confidence in management’s ability to deliver (on) their message.

The J.M. Smucker Company (SJM) — Deception Over Time
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Coupled with the fact that (1) the 2Q20 earnings beat came from lower costs due to financial discipline and lighter marketing spend and (2) management guided down FY20 performance, the spike in deceptive answers to questions about revenue may be a tip off for broader underlying issues. To the extent that the ongoing turnaround efforts will require steep transition costs, potential price cuts, and new marketing spend, we see good reason for concern.

For context, we provide illustrative deceptive commentary from the call for your reference below. As always, please feel free to reach out with any questions or concerns.

Illustrative Deceptive Commentary

Mark Smucker — CEO, President & Director, SJM:

Mark Belgya — Vice Chair & CFO, SJM:

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About Amenity

Amenity Analytics is the industry leader in providing insights from unstructured text by using Natural Language Processing (NLP) assisted by Artificial Intelligence (AI) and Machine Learning (ML). Amenity’s NLP system is a sector-agnostic, language-dependent tool for quantitative text analysis that is deployed across the financial services industry and beyond.

This communication does not represent investment advice. Transcript text provided by FACTSET and S&P Global Market Intelligence.

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