HR Software Incumbents Hold the Top While Constraint Leaders Shift
This week, established Best leaders hold across most HR markets while price, setup, and Rising prompts continue to open different shortlists.
This week's edition covers all ten HR categories and keeps Best, Most Affordable, Easiest to Set Up, and Rising as separate category-relative rankings. HR is an incumbent story this week, but not a blanket endorsement of incumbency. Established leaders hold several Best positions while constraint-specific questions continue to surface different products, particularly when implementation or price becomes the prompt.
Sources count distinct cited pages. Mentions count verified product-page occurrences. This week's HR snapshot contains 141 ranked products, 1,120 Sources and 4,531 Mentions across the completed edition.
Recruiting (ATS)
Open the complete Recruiting (ATS) Best ranking| Rank | Product | AIQ | ChatGPT | Gemini | Claude | Perplexity | Sources | Mentions |
|---|---|---|---|---|---|---|---|---|
| 1 |  Greenhouse | 100 | 1 | 1 | 1 | 1 | 42 | 60 |
| 2 |  Lever | 46 | 2 | 2 | 4 | 2 | 35 | 46 |
| 3 | 27 | 3 | — | 2 | 6 | 24 | 31 |
Greenhouse leads at Best AIQ 100. Its assistant positions are ChatGPT #1, Gemini #1, Claude #1, Perplexity #1. It records 42 Sources and 60 Mentions in this scope. Lever is second at Best AIQ 46. Its assistant positions are ChatGPT #2, Gemini #2, Claude #4, Perplexity #2. It records 35 Sources and 46 Mentions in this scope. iCIMS is third at Best AIQ 27. Its assistant positions are ChatGPT #3, Claude #2, Perplexity #6. It has no category rank from Gemini in this scope. It records 24 Sources and 31 Mentions in this scope.
Read this as a layered shortlist. First and third are 73 AIQ points apart. Greenhouse holds #1. The full table matters because each assistant contributes a distinct ordering.
Most Affordable is led by Zoho Recruit at category-relative AIQ 59. Its assistant positions are ChatGPT #2, Gemini #1, Claude #4, Perplexity #2. It records 27 Sources and 37 Mentions in this scope.
Easiest to Set Up is led by 
Dover at category-relative AIQ 57. Its assistant positions are ChatGPT #1, Perplexity #3. It has no category rank from Gemini, Claude in this scope. It records 6 Sources and 11 Mentions in this scope.
Rising is led by 
Ashby at category-relative AIQ 85. Its assistant positions are ChatGPT #1, Gemini #2, Claude #1, Perplexity #2. It records 26 Sources and 30 Mentions in this scope.
Budget favors Zoho Recruit, while implementation favors
Dover. Rising then turns to Ashby. None of those answers should be blended into the Best result.
Payroll
Open the complete Payroll Best ranking| Rank | Product | AIQ | ChatGPT | Gemini | Claude | Perplexity | Sources | Mentions |
|---|---|---|---|---|---|---|---|---|
| 1 |  ADP | 83 | 1 | 1 | — | 2 | 2 | 4 |
| 2 |  Gusto | 56 | 2 | 3 | 1 | 1 | 29 | 38 |
| 3 |  QuickBooks Payroll | 25 | 3 | — | 3 | 3 | 17 | 21 |
ADP leads at Best AIQ 83. Its assistant positions are ChatGPT #1, Gemini #1, Perplexity #2. It has no category rank from Claude in this scope. It records 2 Sources and 4 Mentions in this scope. Gusto is second at Best AIQ 56. Its assistant positions are ChatGPT #2, Gemini #3, Claude #1, Perplexity #1. It records 29 Sources and 38 Mentions in this scope. QuickBooks Payroll is third at Best AIQ 25. Its assistant positions are ChatGPT #3, Claude #3, Perplexity #3. It has no category rank from Gemini in this scope. It records 17 Sources and 21 Mentions in this scope.
ADP enters the published ranking at #1, which gives the category a changed first-place result. Behind it, Gusto and QuickBooks Payroll show that the next decision is less settled than the headline rank alone suggests.
Easiest to Set Up is led by Gusto at category-relative AIQ 100. Its assistant positions are ChatGPT #1, Gemini #1, Claude #1, Perplexity #1. It records 29 Sources and 38 Mentions in this scope.
Rising is led by Deel Payroll at category-relative AIQ 58. Its assistant positions are ChatGPT #1, Perplexity #2. It has no category rank from Gemini, Claude in this scope. It records 5 Sources and 7 Mentions in this scope.
Most Affordable is led by Payroll4Free at category-relative AIQ 55. Its assistant position is ChatGPT #1. It has no category rank from Gemini, Claude, Perplexity in this scope. It records 10 Sources and 10 Mentions in this scope.
Best is only the opening answer in this category. Buyers asking about price get Payroll4Free; those asking about setup get
Gusto; the emerging-product prompt returns Deel Payroll. The separation is the point of the four-ranking format.
Employer of Record (EOR)
Open the complete Employer of Record (EOR) Best ranking| Rank | Product | AIQ | ChatGPT | Gemini | Claude | Perplexity | Sources | Mentions |
|---|---|---|---|---|---|---|---|---|
| 1 | 75 | 1 | — | 1 | 1 | 1 | 4 | |
| 2 | 38 | 2 | — | 2 | 2 | 43 | 67 | |
| 3 |  Rippling | 19 | 3 | — | — | 7 | 20 | 24 |
Deel leads at Best AIQ 75. Its assistant positions are ChatGPT #1, Claude #1, Perplexity #1. It has no category rank from Gemini in this scope. It records 1 Source and 4 Mentions in this scope.
Remote is second at Best AIQ 38. Its assistant positions are ChatGPT #2, Claude #2, Perplexity #2. It has no category rank from Gemini in this scope. It records 43 Sources and 67 Mentions in this scope.
Rippling is third at Best AIQ 19. Its assistant positions are ChatGPT #3, Perplexity #7. It has no category rank from Gemini, Claude in this scope. It records 20 Sources and 24 Mentions in this scope.
Deel holds #1. The 56-point gap to third makes this a clearly separated podium. The leader appears in 3 of 4 assistant lists.
Rising is led by 
Borderless AI at category-relative AIQ 60. Its assistant positions are ChatGPT #1, Perplexity #1. It has no category rank from Gemini, Claude in this scope. It records 5 Sources and 7 Mentions in this scope.
Most Affordable is led by Native Teams at category-relative AIQ 73. Its assistant positions are ChatGPT #1, Claude #1, Perplexity #2. It has no category rank from Gemini in this scope. It records 3 Sources and 6 Mentions in this scope.
Easiest to Set Up is led by Rippling at category-relative AIQ 55. Its assistant position is ChatGPT #1. It has no category rank from Gemini, Claude, Perplexity in this scope. It records 20 Sources and 24 Mentions in this scope.
Three prompts, 3 leaders: Native Teams for Most Affordable,
Rippling for Easiest to Set Up, and Borderless AI for Rising. That is a buying map, not a combined scorecard.
Performance Management
Open the complete Performance Management Best ranking| Rank | Product | AIQ | ChatGPT | Gemini | Claude | Perplexity | Sources | Mentions |
|---|---|---|---|---|---|---|---|---|
| 1 |  Lattice | 75 | 1 | — | 1 | 1 | 25 | 40 |
| 2 |  Culture Amp | 35 | 2 | — | 2 | — | 20 | 30 |
| 3 |  15Five | 25 | 3 | — | 4 | 2 | 23 | 31 |
Lattice leads at Best AIQ 75. Its assistant positions are ChatGPT #1, Claude #1, Perplexity #1. It has no category rank from Gemini in this scope. It records 25 Sources and 40 Mentions in this scope. Culture Amp is second at Best AIQ 35. Its assistant positions are ChatGPT #2, Claude #2. It has no category rank from Gemini, Perplexity in this scope. It records 20 Sources and 30 Mentions in this scope. 15Five is third at Best AIQ 25. Its assistant positions are ChatGPT #3, Claude #4, Perplexity #2. It has no category rank from Gemini in this scope. It records 23 Sources and 31 Mentions in this scope.
The assistant columns are the useful detail here. Lattice reaches first with coverage from 3 of 4 assistants. Culture Amp and 15Five complete a podium separated by 50 AIQ points from first to third.
Most Affordable is led by 
Teamflect at category-relative AIQ 57. Its assistant positions are ChatGPT #1, Perplexity #3. It has no category rank from Gemini, Claude in this scope. It records 5 Sources and 6 Mentions in this scope.
Easiest to Set Up is led by 
Effy AI at category-relative AIQ 58. Its assistant positions are ChatGPT #1, Gemini #10. It has no category rank from Claude, Perplexity in this scope. It records 5 Sources and 5 Mentions in this scope.
Rising is led by Confirm at category-relative AIQ 55. Its assistant position is ChatGPT #1. It has no category rank from Gemini, Claude, Perplexity in this scope. It records 11 Sources and 16 Mentions in this scope.
The category changes character when the question changes. Teamflect owns the value answer, Effy AI the setup answer, and Confirm the Rising answer. Best remains a separate recommendation set.
Time Tracking
Open the complete Time Tracking Best ranking| Rank | Product | AIQ | ChatGPT | Gemini | Claude | Perplexity | Sources | Mentions |
|---|---|---|---|---|---|---|---|---|
| 1 |  Toggl Track | 81 | 1 | 3 | 1 | 2 | 22 | 28 |
| 2 | 65 | 2 | 1 | 2 | 1 | 34 | 50 | |
| 3 |  Harvest | 37 | 3 | 2 | 3 | 3 | 29 | 43 |
Toggl Track leads at Best AIQ 81. Its assistant positions are ChatGPT #1, Gemini #3, Claude #1, Perplexity #2. It records 22 Sources and 28 Mentions in this scope. Clockify is second at Best AIQ 65. Its assistant positions are ChatGPT #2, Gemini #1, Claude #2, Perplexity #1. It records 34 Sources and 50 Mentions in this scope.
Harvest is third at Best AIQ 37. Its assistant positions are ChatGPT #3, Gemini #2, Claude #3, Perplexity #3. It records 29 Sources and 43 Mentions in this scope.
Evidence volume and rank do not collapse into the same measure. Clockify has the largest Top 3 Sources footprint, while
Toggl Track leads the Best ranking with 22 Sources and 28 Mentions. The ranking uses recommendation position, not evidence volume.
Easiest to Set Up is led by 
Jibble at category-relative AIQ 64. Its assistant positions are ChatGPT #1, Gemini #8, Claude #3, Perplexity #7. It records 13 Sources and 19 Mentions in this scope.
Rising is led by Rize at category-relative AIQ 88. Its assistant positions are ChatGPT #1, Gemini #1, Claude #2. It has no category rank from Perplexity in this scope. It records 1 Source and 1 Mention in this scope.
Most Affordable is led by Jibble at category-relative AIQ 88. Its assistant positions are ChatGPT #1, Gemini #2, Claude #1, Perplexity #1. It records 13 Sources and 19 Mentions in this scope.
The constraint-specific map breaks away from Best. Most Affordable points to Jibble, Easiest to Set Up to Jibble, and Rising to Rize. Value and implementation converge on one product, but momentum does not.
Learning Management (LMS)
Open the complete Learning Management (LMS) Best ranking| Rank | Product | AIQ | ChatGPT | Gemini | Claude | Perplexity | Sources | Mentions |
|---|---|---|---|---|---|---|---|---|
| 1 |  Docebo | 56 | 5 | 1 | 1 | 1 | 28 | 40 |
| 2 | 56 | 1 | — | — | 8 | 12 | 16 | |
| 3 |  Moodle LMS | 28 | 2 | — | — | — | 12 | 15 |
Docebo leads at Best AIQ 56. Its assistant positions are ChatGPT #5, Gemini #1, Claude #1, Perplexity #1. It records 28 Sources and 40 Mentions in this scope. Canvas LMS is second at Best AIQ 56. Its assistant positions are ChatGPT #1, Perplexity #8. It has no category rank from Gemini, Claude in this scope. It records 12 Sources and 16 Mentions in this scope.
Moodle LMS is third at Best AIQ 28. Its assistant position is ChatGPT #2. It has no category rank from Gemini, Claude, Perplexity in this scope. It records 12 Sources and 15 Mentions in this scope.
Read this as a layered shortlist. First and third are 28 AIQ points apart. Docebo holds #1. The full table matters because each assistant contributes a distinct ordering.
Rising is led by Sana Learn at category-relative AIQ 55. Its assistant position is ChatGPT #1. It has no category rank from Gemini, Claude, Perplexity in this scope. It records 5 Sources and 5 Mentions in this scope.
Most Affordable is led by ProProfs Training Maker at category-relative AIQ 55. Its assistant position is ChatGPT #1. It has no category rank from Gemini, Claude, Perplexity in this scope. It records 3 Sources and 4 Mentions in this scope.
Easiest to Set Up is led by TalentLMS at category-relative AIQ 74. Its assistant positions are ChatGPT #1, Gemini #2, Claude #4, Perplexity #2. It records 34 Sources and 51 Mentions in this scope.
Budget favors ProProfs Training Maker, while implementation favors
TalentLMS. Rising then turns to
Sana Learn. None of those answers should be blended into the Best result.
Core HR (HRIS)
Open the complete Core HR (HRIS) Best ranking| Rank | Product | AIQ | ChatGPT | Gemini | Claude | Perplexity | Sources | Mentions |
|---|---|---|---|---|---|---|---|---|
| 1 | 55 | 1 | — | — | — | 1 | 1 | |
| 2 | Rippling | 51 | 3 | 2 | 1 | 1 | 40 | 48 |
| 3 | 28 | — | 1 | — | 2 | 36 | 40 |
Workday Human Capital Management leads at Best AIQ 55. Its assistant position is ChatGPT #1. It has no category rank from Gemini, Claude, Perplexity in this scope. It records 1 Source and 1 Mention in this scope.
Rippling is second at Best AIQ 51. Its assistant positions are ChatGPT #3, Gemini #2, Claude #1, Perplexity #1. It records 40 Sources and 48 Mentions in this scope. Workday is third at Best AIQ 28. Its assistant positions are Gemini #1, Perplexity #2. It has no category rank from ChatGPT, Claude in this scope. It records 36 Sources and 40 Mentions in this scope.
Workday Human Capital Management holds #1, which gives the category continuity at the top. Behind it,
Rippling and Workday show that the next decision is less settled than the headline rank alone suggests.
Most Affordable is led by Zoho People at category-relative AIQ 59. Its assistant positions are ChatGPT #2, Gemini #1, Claude #9, Perplexity #1. It records 11 Sources and 17 Mentions in this scope.
Easiest to Set Up is led by BambooHR at category-relative AIQ 70. Its assistant positions are ChatGPT #1, Gemini #2, Claude #7, Perplexity #7. It records 40 Sources and 46 Mentions in this scope.
Rising is led by Rippling at category-relative AIQ 85. Its assistant positions are ChatGPT #1, Gemini #1, Perplexity #1. It has no category rank from Claude in this scope. It records 40 Sources and 48 Mentions in this scope.
Best is only the opening answer in this category. Buyers asking about price get Zoho People; those asking about setup get
BambooHR; the emerging-product prompt returns
Rippling. The separation is the point of the four-ranking format.
Employee Engagement
Open the complete Employee Engagement Best ranking| Rank | Product | AIQ | ChatGPT | Gemini | Claude | Perplexity | Sources | Mentions |
|---|---|---|---|---|---|---|---|---|
| 1 | Culture Amp | 83 | 1 | 3 | 1 | 1 | 31 | 34 |
| 2 | 51 | 3 | 1 | 2 | — | 12 | 14 | |
| 3 | 40 | 2 | 2 | — | — | 2 | 5 |
Culture Amp leads at Best AIQ 83. Its assistant positions are ChatGPT #1, Gemini #3, Claude #1, Perplexity #1. It records 31 Sources and 34 Mentions in this scope. Workday Peakon Employee Voice is second at Best AIQ 51. Its assistant positions are ChatGPT #3, Gemini #1, Claude #2. It has no category rank from Perplexity in this scope. It records 12 Sources and 14 Mentions in this scope.
Qualtrics Employee Experience is third at Best AIQ 40. Its assistant positions are ChatGPT #2, Gemini #2. It has no category rank from Claude, Perplexity in this scope. It records 2 Sources and 5 Mentions in this scope.
Culture Amp holds #1. The 43-point gap to third makes this a contest worth reading beyond first place. The leader appears in 4 of 4 assistant lists.
Easiest to Set Up is led by 
Wrenly at category-relative AIQ 55. Its assistant position is ChatGPT #1. It has no category rank from Gemini, Claude, Perplexity in this scope. It records 1 Source and 2 Mentions in this scope.
Rising is led by 
ThriveSparrow at category-relative AIQ 55. Its assistant position is ChatGPT #1. It has no category rank from Gemini, Claude, Perplexity in this scope. It records 4 Sources and 5 Mentions in this scope.
Most Affordable is led by 
Peoplebox at category-relative AIQ 55. Its assistant position is ChatGPT #1. It has no category rank from Gemini, Claude, Perplexity in this scope. It records 2 Sources and 2 Mentions in this scope.
Three prompts, 3 leaders: Peoplebox for Most Affordable, Wrenly for Easiest to Set Up, and ThriveSparrow for Rising. That is a buying map, not a combined scorecard.
Employee Scheduling
Open the complete Employee Scheduling Best ranking| Rank | Product | AIQ | ChatGPT | Gemini | Claude | Perplexity | Sources | Mentions |
|---|---|---|---|---|---|---|---|---|
| 1 | 100 | 1 | 1 | 1 | 1 | 26 | 33 | |
| 2 | 43 | 2 | 5 | 2 | 2 | 24 | 28 | |
| 3 |  Homebase | 37 | 3 | 2 | 3 | 5 | 24 | 32 |
Deputy leads at Best AIQ 100. Its assistant positions are ChatGPT #1, Gemini #1, Claude #1, Perplexity #1. It records 26 Sources and 33 Mentions in this scope.
When I Work is second at Best AIQ 43. Its assistant positions are ChatGPT #2, Gemini #5, Claude #2, Perplexity #2. It records 24 Sources and 28 Mentions in this scope.
Homebase is third at Best AIQ 37. Its assistant positions are ChatGPT #3, Gemini #2, Claude #3, Perplexity #5. It records 24 Sources and 32 Mentions in this scope.
The assistant columns are the useful detail here. Deputy is the shared #1 across all four.
When I Work and
Homebase complete a podium separated by 63 AIQ points from first to third.
Rising is led by Soon at category-relative AIQ 55. Its assistant position is ChatGPT #1. It has no category rank from Gemini, Claude, Perplexity in this scope. It records 1 Source and 2 Mentions in this scope.
Most Affordable is led by 
Sling at category-relative AIQ 100. Its assistant positions are ChatGPT #1, Gemini #1, Claude #1, Perplexity #1. It records 18 Sources and 24 Mentions in this scope.
Easiest to Set Up is led by When I Work at category-relative AIQ 77. Its assistant positions are ChatGPT #1, Gemini #5, Claude #1, Perplexity #3. It records 24 Sources and 28 Mentions in this scope.
The category changes character when the question changes. Sling owns the value answer, When I Work the setup answer, and
Soon the Rising answer. Best remains a separate recommendation set.
Employee Recognition
Open the complete Employee Recognition Best ranking| Rank | Product | AIQ | ChatGPT | Gemini | Claude | Perplexity | Sources | Mentions |
|---|---|---|---|---|---|---|---|---|
| 1 |  Awardco | 80 | 1 | 3 | 1 | 3 | 18 | 22 |
| 2 |  Workhuman | 63 | 2 | 1 | 3 | 1 | 17 | 20 |
| 3 | 33 | 3 | 5 | 2 | 2 | 20 | 28 |
Awardco leads at Best AIQ 80. Its assistant positions are ChatGPT #1, Gemini #3, Claude #1, Perplexity #3. It records 18 Sources and 22 Mentions in this scope. Workhuman is second at Best AIQ 63. Its assistant positions are ChatGPT #2, Gemini #1, Claude #3, Perplexity #1. It records 17 Sources and 20 Mentions in this scope. Achievers is third at Best AIQ 33. Its assistant positions are ChatGPT #3, Gemini #5, Claude #2, Perplexity #2. It records 20 Sources and 28 Mentions in this scope.
Evidence volume and rank do not collapse into the same measure. Achievers has the largest Top 3 Sources footprint, while
Awardco leads the Best ranking with 18 Sources and 22 Mentions. The ranking uses recommendation position, not evidence volume.
Most Affordable is led by TeamToast at category-relative AIQ 55. Its assistant position is ChatGPT #1. It has no category rank from Gemini, Claude, Perplexity in this scope. It records 1 Source and 2 Mentions in this scope.
Easiest to Set Up is led by 
Matter at category-relative AIQ 70. Its assistant positions are ChatGPT #1, Claude #1. It has no category rank from Gemini, Perplexity in this scope. It records 24 Sources and 35 Mentions in this scope.
Rising is led by TeamToast at category-relative AIQ 55. Its assistant position is ChatGPT #1. It has no category rank from Gemini, Claude, Perplexity in this scope. It records 1 Source and 2 Mentions in this scope.
The constraint-specific map breaks away from Best. Most Affordable points to TeamToast, Easiest to Set Up to
Matter, and Rising to TeamToast. Each prompt produces its own leader.
The HR readout
HR shows why a weekly index needs more than a winner column. Stable Best leadership can coexist with active movement in the rankings buyers use once budget or deployment enters the conversation. The three largest category Mention footprints are Learning Management (LMS) at 599, Recruiting (ATS) at 598, Time Tracking at 590.
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