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Analyst
Jacob Smith
Period: Reporting periods mapped to calendar 2026 Q1 – 2026 Q3 (3 quarters).
- Questions
- 5on tracked calls
- Challenge rate
- 0%none of 5 questionsLimited sample
- Companies
- 2questioned at least once
- Reporting periods
- 3with 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 5 of 5 questions from 2 companies
PAYXPaychex3 questions · 3 reporting periods · 0 of 3 challenging
Calendar 2026 Q3
Have you seen any discernible impact this quarter for, you know, whether it be hiring decision cycles
Show response
John saw no discernible macro impact, a steady low fire, low hire market, no recession signals, and improving out-of-business and financial-stress losses.
Calendar 2026 Q2
How did Paycor broker referrals trend during the quarter? Did you to see acceleration in bookings
Show response
Gibson said broker pipeline grew each quarter back to pre-acquisition levels and the Partner Plus program is holistic; answered.
Calendar 2026 Q1
you are a second company in the mid-market through Paycor really talking about expanding headcount to capture opportunity. Just what are you seeing out there that is giving you conviction?
Show response
Management addressed Conviction behind Paycor headcount expansion.
ADPADP2 questions · 1 reporting period · 0 of 2 challenging
Calendar 2026 Q1
As Lyric bookings ramp in the large enterprise, how are you thinking about scaling implementation capacity over time
Show response
Maria explained dual approach: scaling internally while expanding SI partnerships (Accenture, KPMG, etc.), leveraging Workforce Software acquisition relationships.
Can you provide an update on your traction in the quarter? And just in general, with
Show response
Maria confirmed Lyric gaining momentum with strong pipeline build. Architecture creates new use cases with position-management and traditional base flexibility. Combined global time, payroll, and HR story is unique.
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 |
|---|---|---|
| PAYX Paychex | 3 | 0%none of 3 questions |
| ADP ADP | 2 | —Rate withheld: fewer than 3 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 |
|---|---|---|---|
| 2026 Q1 | 3 | 0%none of 3 questions | 2 |
| 2026 Q2 | 1 | 0%none of 1 question | 1 |
| 2026 Q3 | 1 | 0%none of 1 question | 1 |
- 2026 Q13 questions · challenge rate 0% (none of 3 questions) · 2 companies
- 2026 Q21 question · challenge rate 0% (none of 1 question) · 1 company
- 2026 Q31 question · challenge rate 0% (none of 1 question) · 1 company
Topics
Topics tagged on this analyst’s questions.
- Competitive Dynamics2
- Demand2
- M&A2
- Macroeconomic1
- Revenue Growth1
- Product Launch1
- Capex Investment1