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Repeat pull from proven relationships plus room left

Repeat pull from proven relationships plus room left: the installed base is expanding on its own initiative and is still

Calls Tested
499
Answered YES
37
Hit Rate
7.4%
rare by design

Tecnoglass Inc. (TGLS) — this company's answers

NO on the Q2 2023 call 2023-08-08 A
The model's full reasoning — Q2 2023 call → NOWe need to determine if the transcript supports both halves: (1) existing counterparties are currently taking more (expansion behavior) and (2) management conveys these relationships are lightly penetrated with room to grow. Let's analyze the transcript. The company is Tecnoglass, a glass manufacturer. They discuss revenue growth, backlog, capacity expansion. They talk about gaining market share, new showrooms, new products, geographic expansion. But the question is specifically about existing customers/partners taking more on their own initiative, and that these relationships are lightly penetrated. The transcript mentions "gaining share" and "adoption of our innovative products" but does not specifically describe existing customers expanding their orders, adding sites, or deepening relationships. The growth is attributed to market share gains, new geographies, new products, and capacity. There is no explicit description of existing customers increasing their volume or scope. The backlog is record, but that's future projects, not necessarily existing customers expanding. The company talks about "winning through dealership growth and geographic expansion" - that's new customers or new areas. They mention "new product offerings oriented towards homebuilders" - that's new products, not necessarily existing customers taking more. The question asks: "does management describe that counterparties the company has ALREADY SERVED AND PROVEN ITSELF WITH — existing customers, accounts, partners, members, or programs — are CURRENTLY, ON THEIR OWN INITIATIVE, TAKING OR COMMITTING TO MEANINGFULLY MORE from the company than they previously did?" The transcript does not have such a description. There is no mention of existing customers increasing orders, expanding deployments, or stepping up relationships. The growth is driven by new customers, new markets, and overall demand. The company mentions "gaining share" but that could be from new customers. They also mention "adoption of our innovative products" but that's not specific to existing customers. Also, the second half: "does management convey that these same relationships remain LIGHTLY PENETRATED — that what these counterparties have taken so far is still a small share of what they could take?" There is no such statement.

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Show the exact prompt the model was given
Using ONLY the supplied earnings call transcript and no outside information: On this call, does management describe that counterparties the company has ALREADY SERVED AND PROVEN ITSELF WITH — existing customers, accounts, partners, members, or programs — are CURRENTLY, ON THEIR OWN INITIATIVE, TAKING OR COMMITTING TO MEANINGFULLY MORE from the company than they previously did (larger or earlier reorders, broader deployments, added sites, products, or scope, relationships stepped up to bigger phases), AND does management convey that these same relationships remain LIGHTLY PENETRATED — that what these counterparties have taken so far is still a small share of what they could take — so that the expansion now visible is early? Answer YES when both halves come through in management's own words as one coherent, present-tense story, in whatever form fits the business: (1) real expansion behavior already occurring in the recent period across more than an isolated account — driven by the counterparties' own choice after direct experience, not by price increases pushed onto unchanged volumes, and not merely contractual auto-renewal; and (2) management conveying, directly or plainly in substance, that substantial room remains inside these same relationships — more sites, volume, scope, or usage those counterparties could still take — with the fuller contribution ahead of the reported results. Answer NO if growth is attributed mainly to new-customer wins with nothing about existing relationships deepening. NO if the expansion is only hoped for, in pipeline, or projected. NO if the deepening rests on a single account or a one-time bulge management expects to fade. NO if management indicates the relationships are already substantially penetrated with little room left. NO if retention or loyalty language is generic with no observed expansion behavior described. NO if the pattern appears only in an analyst's question that management does not itself affirm. Use only the supplied transcript. Answer only YES or NO.

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WK Workiva Inc. Q4 2015 2016-03-01 B

How the model reasoned

ZVIA · Q1 2022 → YESThe question is about whether management describes existing customers taking more from the company on their own initiative, and that these relationships are still lightly penetrated. YES Management describes existing customers (households and Club channel buyers) already taking meaningfully more through velocity (51% of growth), higher buy rates (+9%), and heavier consumption in the food channel, while conveying that these relationships remain lightly penetrated with substantial room ahead (new households, expanded flavors, broader deployments). This is 100% present-tense, driven by counterparties’ own choice after direct experience, not price hikes or auto-renewal, and the expansion is already occurring across multiple accounts rather than isolated or projected.
PI · Q4 2022 → YESThe question is about whether management describes existing customers expanding their business with the company, and that these relationships are still lightly penetrated. YES The transcript shows management describing existing customers expanding through program expansions, broader deployments, and continued system deployments that are already occurring and expected to drive large volumes in 2023 and beyond, while conveying that these relationships remain lightly penetrated with substantial room for further growth in scope, sites, and usage.
CVS · Q1 2018 → YESThe question is about whether management describes existing customers taking more from the company on their own initiative, and that these relationships are still lightly penetrated. YES The transcript shows management describing existing partnerships (Optum and Cigna clients) already taking more programs through an uptick in CVS Pharmacy and MinuteClinic offerings, driven by the companies' own adoption after experience, with continued opportunities for 2020 and beyond indicating substantial room remains in those relationships.

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Not investment advice. Artul.ai publishes AI-generated earnings-call quality grades and expected-volatility estimates — never buy or sell recommendations. We tested over 1,600 predictive hypotheses against 165,000 transcripts; the honest result, including what failed, is documented in our methodology.