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Analyst
Scott Buck
Period: Reporting periods mapped to calendar 2024 Q4 – 2026 Q1 (6 quarters).
- Questions
- 7on tracked calls
- Challenge rate
- 0%none of 7 questionsLimited sample
- Companies
- 1questioned at least once
- Reporting periods
- 6with questions
These figures cover the whole profile: every tracked question, all reporting periods.
How to read these numbers
Challenge rate is the share of questions that pushed back, pressed for specifics or questioned management’s assumptions. It describes how questions were asked on the calls tracked here; it does not measure whether any view turned out to be right.
Rounding. Rates are rounded to whole percentages, so a small share can show as 0% even when some questions were challenging. The count beside each rate is exact; “none of N questions” means no question was challenging.
No questions recorded. “—” means there is nothing to calculate: no questions were recorded for that period on the calls tracked here. It does not mean there was no activity.
Fewer than 3 questions. A company-level rate is withheld when fewer than 3 questions were recorded for that company; the questions are still counted everywhere else.
Small samples. Profiles with fewer than 10 questions are marked Limited sample.
Reporting periods. Questions are grouped by the calendar quarter each company’s fiscal reporting period maps to, not by the date of the call. Periods without a calendar mapping are listed separately under their fiscal label.
Questions asked
Grouped by company, most questions first. Open a company to read its questions, newest reporting period first.
Showing 7 of 7 questions from 1 company
SOUNSoundHound AI, Inc.7 questions · 6 reporting periods · 0 of 7 challenging
Calendar 2026 Q1
beyond scaling revenue, what are going to be the biggest drivers? Is it mix shift? Is it improved efficiencies, pricing power?
Show response
Pointed to acquisition cost synergies plus the in-house foundation-model investment lowering COGS.
Calendar 2025 Q4
Can you talk a little bit about any changes in pricing or upselling you're seeing as you go through the renewal process
Show response
Framed renewals as upsell moments via agentic upgrades and containment-based revenue expansion.
how are you handling from a deployment and customer service capacity standpoint?
Show response
Said AI advances let it deploy faster with fewer resources, so demand rises while resource needs fall.
Calendar 2025 Q3
do you feel like you're -- you have enough capacity across each of those to continue to grow them?
Show response
Framed the company as a horizontal platform prioritizing highest-return conversational and voice AI use cases.
Calendar 2025 Q2
are you seeing any opportunities to improve your selling process or maybe optimize pricing?
Show response
Highlighted internal AI use for efficiency and some exploration of AI in outbound sales and marketing.
Calendar 2025 Q1
Are you, is the environment conducive to doing a deal to get you to the current 157 and 177?
Show response
Confirmed guidance is fully organic with no embedded M&A assumption, while remaining open to strategic deals.
Calendar 2024 Q4
how are you prioritizing those? And do you have the capacity to go after all at once?
Show response
Framed prioritization around highest-ROI use cases and channel-led go-to-market, but answer was broad.
Challenge rate by company
Every company this analyst questioned, most questions first. A company-level rate is shown from 3 questions; below that it is withheld.
| Company | Questions | Challenge rate |
|---|---|---|
| SOUN SoundHound AI, Inc. | 7 | 0%none of 7 questions |
- SOUNSoundHound AI, Inc. · 7 questions0%none of 7 questions
Activity by reporting period
Questions recorded for each calendar quarter that companies’ reporting periods map to (not the call date), with the challenge rate for that period. Periods inside the range with no questions are shown as “No questions recorded”.
| Calendar period | Questions | Challenge rate | Companies |
|---|---|---|---|
| 2024 Q4 | 1 | 0%none of 1 question | 1 |
| 2025 Q1 | 1 | 0%none of 1 question | 1 |
| 2025 Q2 | 1 | 0%none of 1 question | 1 |
| 2025 Q3 | 1 | 0%none of 1 question | 1 |
| 2025 Q4 | 2 | 0%none of 2 questions | 1 |
| 2026 Q1 | 1 | 0%none of 1 question | 1 |
- 2024 Q41 question · challenge rate 0% (none of 1 question) · 1 company
- 2025 Q11 question · challenge rate 0% (none of 1 question) · 1 company
- 2025 Q21 question · challenge rate 0% (none of 1 question) · 1 company
- 2025 Q31 question · challenge rate 0% (none of 1 question) · 1 company
- 2025 Q42 questions · challenge rate 0% (none of 2 questions) · 1 company
- 2026 Q11 question · challenge rate 0% (none of 1 question) · 1 company
Topics
Topics tagged on this analyst’s questions.
- Margin3
- Pricing2
- Demand2
- Competitive Dynamics2
- Capital Allocation1
- Revenue Growth1
- M&A1
- Guidance Reliability1
- Geographic Expansion1