Customers eating the friction: buyers are visibly absorbing cost, delay, or inconvenience to keep this specific company
The model's full reasoning — Q1 2024 call → NOWe need to determine if management describes customers currently putting up with real cost, delay, or inconvenience in order to keep doing business with this company specifically. The question asks for a coherent phenomenon where customers' actions demonstrate they consider the offering worth enduring friction for. The evidence must be behavioral and current, described specifically. Scan the transcript for any mention of customers enduring friction, waitlists, delays, price increases, etc. The transcript covers Liberty Media, F1, Braves, SiriusXM, Live Nation, etc. Look for any statements about customers tolerating something. - For F1: "strong demand for the power plant with over 11,000 tickets sold for the first four races" - that's demand, not friction. "sold out" events - that's high demand but not necessarily friction. "We continue to see very strong demand" - no friction described. - For Braves: "strong demand continues, we've seen multiple satellites sellouts already this season" - again demand, not friction. "93% of our ticket capacity season today" - that's sales, not friction. - For SiriusXM: "solid first quarter performance" - no mention of customers enduring anything. - For Live Nation: "global fan demand continues to surge" - no friction. - For MotoGP: not yet closed. - For Quint: "solid demand" - no friction. - For F1 TV: "we didn't receive any negative comment on price increase" - that's about price increase, but does it describe customers absorbing price increase? The statement is that no negative comments were received, but it doesn't describe customers continuing to order despite the increase. It's more of a lack of complaint, not behavioral evidence of enduring friction. Also, the price increase is not described as a cost or inconvenience that customers are putting up with; it's just that they didn't complain. The question requires that customers are actually experiencing some concrete cost, wait, or inconvenience now, described specifically enough. Here, the price increase is mentioned, but there's no description of customers continuing to buy despite it, or any behavioral evidence. It's just that no negative comments were received. That's not enough. - For F1 Academy: no. - For Las Vegas: "ticket purchases closer to the event" - that's a trend, not friction. - For media rights: no. - For team payments: no.
| Ticker | Company | Call | Date | Call grade |
|---|---|---|---|---|
| PFIE | Profire Energy, Inc. | Q1 2023 | 2023-05-13 | B |
| A | Agilent Technologies, Inc. | Q4 2022 | 2022-11-21 | B+ |
| PLOW | Douglas Dynamics, Inc. | Q3 2022 | 2022-11-01 | B+ |
| CRL | Charles River Laboratories International | Q2 2022 | 2022-08-03 | C |
| ZBRA | Zebra Technologies Corporation | Q2 2022 | 2022-08-02 | C+ |
| ZVIA | Zevia PBC | Q1 2022 | 2022-05-12 | B |
| CLAR | Clarus Corporation | Q1 2022 | 2022-05-09 | B |
| RYAM | Rayonier Advanced Materials Inc. | Q1 2022 | 2022-05-04 | D |
| NGVT | Ingevity Corporation | Q4 2021 | 2022-02-25 | B |
| FLUX | Flux Power Holdings, Inc. | Q2 2022 | 2022-02-10 | D |
| GFS | GLOBALFOUNDRIES Inc. | Q3 2021 | 2021-11-30 | A |
| CROX | Crocs, Inc. | Q3 2021 | 2021-10-21 | B+ |
| DOV | Dover Corporation | Q2 2021 | 2021-07-20 | B+ |
| IRT | Independence Realty Trust, Inc. | Q2 2018 | 2018-08-02 | B |
| FSS | Federal Signal Corporation | Q1 2018 | 2018-05-12 | A |
| JAZZ | Jazz Pharmaceuticals plc | Q1 2018 | 2018-05-08 | B |
| SHEN | Shenandoah Telecommunications Company | Q1 2018 | 2018-05-03 | C+ |
| BPMC | Blueprint Medicines Corporation | Q1 2018 | 2018-05-02 | C+ |
| RACE | Ferrari N.V. | Q3 2017 | 2017-11-02 | C+ |
| LIND | Lindblad Expeditions Holdings, Inc. | Q2 2017 | 2017-08-06 | C |
| THG | The Hanover Insurance Group, Inc. | Q2 2017 | 2017-08-06 | B |
| ARKR | Ark Restaurants Corp. | Q1 2016 | 2016-05-13 | B |
| LBTYK | Liberty Global's | Q1 2016 | 2016-05-10 | C+ |
NGVT · Q4 2021 → YESThe question is: Does management describe that the company's customers are CURRENTLY PUTTING UP WITH REAL COST, DELAY, OR INCONVENIENCE in order to keep doing business with THIS company specifically —...YES Management describes customers absorbing real friction—price increases averaging over 20% in Performance Chemicals, freight and energy costs up sharply, and supply-chain constraints—while continuing to order and accept terms. They explicitly tie share gains in adhesives to customers enduring the dynamic, stressed environment and choosing Ingevity when others could not deliver, and they note customers are already seeing the benefit of those price increases flowing through in 2022. This is presented as current behavior, not hypothetical or industry-wide only. The answer is therefore YES. No, the tolerance is not chiefly attributed to an industry-wide shortage; the transcript shows customers actively accepting the friction with Ingevity specifically. No, there is no isolated anecdote or future fear; the evidence is behavioral and current. No, customers are not described as defecting or cancelling. No, the friction is not merely feared for the future.
GFS · Q3 2021 → YESThe question is: Does management describe that the company's customers are CURRENTLY PUTTING UP WITH REAL COST, DELAY, OR INCONVENIENCE in order to keep doing business with THIS company specifically —...YES Management describes customers enduring real, current friction—capacity shortages, allocations, and extended lead times for 2022 supply—while still committing to long-term agreements, prepayments, and access fees to secure GF’s capacity. They explicitly note customers accepting rationed access and continuing to order rather than defecting, framing 2022 demand as robust and GF-specific through single-source wins and differentiated platforms. This behavioral evidence (prepayments, LTAs, and continued ordering) is presented as occurring now, not merely asserted as loyalty or industry-wide necessity. The transcript shows customers visibly absorbing these costs to retain access to GF’s offerings.
FLUX · Q2 2022 → YESThe question is: Does management describe that the company's customers are CURRENTLY PUTTING UP WITH REAL COST, DELAY, OR INCONVENIENCE in order to keep doing business with THIS company specifically —...YES Management describes customers enduring real, current friction—production and shipping delays from supply chain disruptions—while continuing to place orders, maintain long-term relationships, and keep orders in place without cancellations or defections. They explicitly note that despite these delays, they did not lose customers or orders, and they are securing inventory specifically to protect customer orders and relationships. The backlog is growing to a record $31.4 million, with new orders of $19.8 million received, and customers are waiting for batteries due to production constraints.