Category Report25 min read

This Week in HR Software: 10 Categories, Four Buyer Questions

This week's Edition 5 HR report covers all ten categories, with Best Top 3 tables and separate Most Affordable, Easiest to Set Up, and Rising analysis.

The Cooper Index records what ChatGPT, Gemini, Claude, and Perplexity recommend when buyers ask direct software questions. This week's Edition 5 report covers all ten HR categories and keeps Best, Most Affordable, Easiest to Set Up, and Rising as separate category-relative rankings.

Sources count cited pages. Mentions count verified occurrences of a product in the completed answer set. Both are descriptive live counts for the edition and do not determine rank.

Recruiting (ATS)

Open the complete Recruiting (ATS) Best ranking
Best Top 3 · 16 ranked products · 82 sources · 487 mentions
RankProductAIQChatGPTGeminiClaudePerplexitySourcesMentions
1Greenhouse10011113650
2Ashby3824542024
3Lever3033653037

In Recruiting (ATS), Greenhouse leads at Best AIQ 100. Its assistant positions are ChatGPT #1, Gemini #1, Claude #1, Perplexity #1. Its live footprint contains 36 Sources and 50 Mentions. Ashby is second at Best AIQ 38. Its assistant positions are ChatGPT #2, Gemini #4, Claude #5, Perplexity #4. Its live footprint contains 20 Sources and 24 Mentions. Lever is third at Best AIQ 30. Its assistant positions are ChatGPT #3, Gemini #3, Claude #6, Perplexity #5. Its live footprint contains 30 Sources and 37 Mentions.

The Best ranking contains 16 ranked products. Its leader-to-third AIQ spread is 70, while the category-wide edition footprint contains 82 Sources and 487 Mentions.

The assistant pattern gives the Best result its shape. Greenhouse is ranked by all four tracked assistants, while Ashby is ranked by all four tracked assistants and Lever by all four tracked assistants. Within the displayed Top 3, Greenhouse has the largest cited-page footprint and Greenhouse has the most verified mentions. Those footprints show what is observable in the answer set, not why the rank was assigned.

Most Affordable is led by Zoho Recruit at category-relative AIQ 73. Its assistant positions are ChatGPT #2, Gemini #1, Claude #1, Perplexity #1. Its live footprint contains 26 Sources and 34 Mentions. This is a separate answer from Best, which is led by Greenhouse.

Here Most Affordable changes the answer from the Best leader: Zoho Recruit leads this question while Greenhouse leads Best. That split is useful for buyers because it separates a specific intent from the category's primary recommendation set instead of blending both into one composite result.

Easiest to Set Up is led by Dover at category-relative AIQ 55. Its assistant positions are ChatGPT #1. It has no category rank from Gemini, Claude, Perplexity in this scope. Its live footprint contains 5 Sources and 9 Mentions. This is a separate answer from Best, which is led by Greenhouse.

Here Easiest to Set Up changes the answer from the Best leader: Dover leads this question while Greenhouse leads Best. That split is useful for buyers because it separates a specific intent from the category's primary recommendation set instead of blending both into one composite result.

Rising is led by Ashby at Rising AIQ 85. Its assistant positions are ChatGPT #1, Gemini #2, Claude #1, Perplexity #2. Its live footprint contains 20 Sources and 24 Mentions. This is a separate answer from Best, which is led by Greenhouse.

Here Rising changes the answer from the Best leader: Ashby leads this question while Greenhouse leads Best. That split is useful for buyers because it separates a specific intent from the category's primary recommendation set instead of blending both into one composite result.

Read together, the four questions form a buyer-intent map for Recruiting (ATS). Best is led by Greenhouse, Most Affordable by Zoho Recruit, Easiest to Set Up by Dover, and Rising by Ashby. Differences are expected because each ranking answers a different prompt; the relevant comparison stays inside this category and question.

Payroll

Open the complete Payroll Best ranking
Best Top 3 · 14 ranked products · 91 sources · 228 mentions
RankProductAIQChatGPTGeminiClaudePerplexitySourcesMentions
1Gusto6331112222
2ADP Workforce Now551810
3Rippling4922252020

In Payroll, Gusto leads at Best AIQ 63. Its assistant positions are ChatGPT #3, Gemini #1, Claude #1, Perplexity #1. Its live footprint contains 22 Sources and 22 Mentions. ADP Workforce Now is second at Best AIQ 55. Its assistant positions are ChatGPT #1. It has no category rank from Gemini, Claude, Perplexity in this scope. Its live footprint contains 8 Sources and 10 Mentions. Rippling is third at Best AIQ 49. Its assistant positions are ChatGPT #2, Gemini #2, Claude #2, Perplexity #5. Its live footprint contains 20 Sources and 20 Mentions.

The Best ranking contains 14 ranked products. Its leader-to-third AIQ spread is 14, while the category-wide edition footprint contains 91 Sources and 228 Mentions.

The assistant pattern gives the Best result its shape. Gusto is ranked by all four tracked assistants, while ADP Workforce Now is ranked by ChatGPT and Rippling by all four tracked assistants. Within the displayed Top 3, Gusto has the largest cited-page footprint and Gusto has the most verified mentions. Those footprints show what is observable in the answer set, not why the rank was assigned.

Most Affordable is led by Payroll4Free.com at category-relative AIQ 60. Its assistant positions are ChatGPT #2, Gemini #1, Claude #2. It has no category rank from Perplexity in this scope. Its live footprint contains 3 Sources and 4 Mentions. This is a separate answer from Best, which is led by Gusto.

Here Most Affordable changes the answer from the Best leader: Payroll4Free.com leads this question while Gusto leads Best. That split is useful for buyers because it separates a specific intent from the category's primary recommendation set instead of blending both into one composite result.

Easiest to Set Up is led by Gusto at category-relative AIQ 60. Its assistant positions are ChatGPT #2, Gemini #1, Claude #6, Perplexity #1. Its live footprint contains 22 Sources and 22 Mentions. This is a separate answer from Best, which is led by Gusto.

Here the Easiest to Set Up and Best questions converge on Gusto, but they remain separate rankings with separate category-relative scores. The overlap is useful because it shows the same product answering two buyer intents; it should not be read as one score validating the other.

Rising is led by Remote at Rising AIQ 58. Its assistant positions are ChatGPT #1, Claude #5. It has no category rank from Gemini, Perplexity in this scope. Its live footprint contains 18 Sources and 19 Mentions. This is a separate answer from Best, which is led by Gusto.

Here Rising changes the answer from the Best leader: Remote leads this question while Gusto leads Best. That split is useful for buyers because it separates a specific intent from the category's primary recommendation set instead of blending both into one composite result.

Read together, the four questions form a buyer-intent map for Payroll. Best is led by Gusto, Most Affordable by Payroll4Free.com, Easiest to Set Up by Gusto, and Rising by Remote. Differences are expected because each ranking answers a different prompt; the relevant comparison stays inside this category and question.

Employer of Record (EOR)

Open the complete Employer of Record (EOR) Best ranking
Best Top 3 · 14 ranked products · 134 sources · 409 mentions
RankProductAIQChatGPTGeminiClaudePerplexitySourcesMentions
1Deel97111326
2Remote4922244988
3Rippling234352434

In Employer of Record (EOR), Deel leads at Best AIQ 97. Its assistant positions are ChatGPT #1, Gemini #1, Claude #1, Perplexity #3. Its live footprint contains 2 Sources and 6 Mentions. Remote is second at Best AIQ 49. Its assistant positions are ChatGPT #2, Gemini #2, Claude #2, Perplexity #4. Its live footprint contains 49 Sources and 88 Mentions. Rippling is third at Best AIQ 23. Its assistant positions are ChatGPT #4, Gemini #3, Perplexity #5. It has no category rank from Claude in this scope. Its live footprint contains 24 Sources and 34 Mentions.

The Best ranking contains 14 ranked products. Its leader-to-third AIQ spread is 74, while the category-wide edition footprint contains 134 Sources and 409 Mentions.

The assistant pattern gives the Best result its shape. Deel is ranked by all four tracked assistants, while Remote is ranked by all four tracked assistants and Rippling by ChatGPT, Gemini, Perplexity. Within the displayed Top 3, Remote has the largest cited-page footprint and Remote has the most verified mentions. Those footprints show what is observable in the answer set, not why the rank was assigned.

Most Affordable is led by Native Teams at category-relative AIQ 70. Its assistant positions are ChatGPT #1, Claude #1. It has no category rank from Gemini, Perplexity in this scope. Its live footprint contains 1 Sources and 4 Mentions. This is a separate answer from Best, which is led by Deel.

Here Most Affordable changes the answer from the Best leader: Native Teams leads this question while Deel leads Best. That split is useful for buyers because it separates a specific intent from the category's primary recommendation set instead of blending both into one composite result.

Easiest to Set Up is led by Rippling at category-relative AIQ 55. Its assistant positions are ChatGPT #1. It has no category rank from Gemini, Claude, Perplexity in this scope. Its live footprint contains 24 Sources and 34 Mentions. This is a separate answer from Best, which is led by Deel.

Here Easiest to Set Up changes the answer from the Best leader: Rippling leads this question while Deel leads Best. That split is useful for buyers because it separates a specific intent from the category's primary recommendation set instead of blending both into one composite result.

Rising is led by Borderless AI at Rising AIQ 55. Its assistant positions are ChatGPT #1. It has no category rank from Gemini, Claude, Perplexity in this scope. Its live footprint contains 4 Sources and 6 Mentions. This is a separate answer from Best, which is led by Deel.

Here Rising changes the answer from the Best leader: Borderless AI leads this question while Deel leads Best. That split is useful for buyers because it separates a specific intent from the category's primary recommendation set instead of blending both into one composite result.

Read together, the four questions form a buyer-intent map for Employer of Record (EOR). Best is led by Deel, Most Affordable by Native Teams, Easiest to Set Up by Rippling, and Rising by Borderless AI. Differences are expected because each ranking answers a different prompt; the relevant comparison stays inside this category and question.

Performance Management

Open the complete Performance Management Best ranking
Best Top 3 · 18 ranked products · 93 sources · 307 mentions
RankProductAIQChatGPTGeminiClaudePerplexitySourcesMentions
1Lattice6821172132
2Betterworks651441216
315Five3242361825

In Performance Management, Lattice leads at Best AIQ 68. Its assistant positions are ChatGPT #2, Gemini #1, Claude #1, Perplexity #7. Its live footprint contains 21 Sources and 32 Mentions. Betterworks is second at Best AIQ 65. Its assistant positions are ChatGPT #1, Gemini #4, Claude #4. It has no category rank from Perplexity in this scope. Its live footprint contains 12 Sources and 16 Mentions. 15Five is third at Best AIQ 32. Its assistant positions are ChatGPT #4, Gemini #2, Claude #3, Perplexity #6. Its live footprint contains 18 Sources and 25 Mentions.

The Best ranking contains 18 ranked products. Its leader-to-third AIQ spread is 36, while the category-wide edition footprint contains 93 Sources and 307 Mentions.

The assistant pattern gives the Best result its shape. Lattice is ranked by all four tracked assistants, while Betterworks is ranked by ChatGPT, Gemini, Claude and 15Five by all four tracked assistants. Within the displayed Top 3, Lattice has the largest cited-page footprint and Lattice has the most verified mentions. Those footprints show what is observable in the answer set, not why the rank was assigned.

Most Affordable is led by AssessTEAM at category-relative AIQ 60. Its assistant positions are ChatGPT #1, Perplexity #1. It has no category rank from Gemini, Claude in this scope. Its live footprint contains 1 Sources and 3 Mentions. This is a separate answer from Best, which is led by Lattice.

Here Most Affordable changes the answer from the Best leader: AssessTEAM leads this question while Lattice leads Best. That split is useful for buyers because it separates a specific intent from the category's primary recommendation set instead of blending both into one composite result.

Easiest to Set Up is led by Effy AI at category-relative AIQ 55. Its assistant positions are ChatGPT #1. It has no category rank from Gemini, Claude, Perplexity in this scope. Its live footprint contains 3 Sources and 3 Mentions. This is a separate answer from Best, which is led by Lattice.

Here Easiest to Set Up changes the answer from the Best leader: Effy AI leads this question while Lattice leads Best. That split is useful for buyers because it separates a specific intent from the category's primary recommendation set instead of blending both into one composite result.

Rising is led by Effy AI at Rising AIQ 55. Its assistant positions are ChatGPT #1. It has no category rank from Gemini, Claude, Perplexity in this scope. Its live footprint contains 3 Sources and 3 Mentions. This is a separate answer from Best, which is led by Lattice.

Here Rising changes the answer from the Best leader: Effy AI leads this question while Lattice leads Best. That split is useful for buyers because it separates a specific intent from the category's primary recommendation set instead of blending both into one composite result.

Read together, the four questions form a buyer-intent map for Performance Management. Best is led by Lattice, Most Affordable by AssessTEAM, Easiest to Set Up by Effy AI, and Rising by Effy AI. Differences are expected because each ranking answers a different prompt; the relevant comparison stays inside this category and question.

Time Tracking

Open the complete Time Tracking Best ranking
Best Top 3 · 20 ranked products · 89 sources · 479 mentions
RankProductAIQChatGPTGeminiClaudePerplexitySourcesMentions
1Toggl Track8015111823
2Clockify6321223245
3Harvest3732332331

In Time Tracking, Toggl Track leads at Best AIQ 80. Its assistant positions are ChatGPT #1, Gemini #5, Claude #1, Perplexity #1. Its live footprint contains 18 Sources and 23 Mentions. Clockify is second at Best AIQ 63. Its assistant positions are ChatGPT #2, Gemini #1, Claude #2, Perplexity #2. Its live footprint contains 32 Sources and 45 Mentions. Harvest is third at Best AIQ 37. Its assistant positions are ChatGPT #3, Gemini #2, Claude #3, Perplexity #3. Its live footprint contains 23 Sources and 31 Mentions.

The Best ranking contains 20 ranked products. Its leader-to-third AIQ spread is 43, while the category-wide edition footprint contains 89 Sources and 479 Mentions.

The assistant pattern gives the Best result its shape. Toggl Track is ranked by all four tracked assistants, while Clockify is ranked by all four tracked assistants and Harvest by all four tracked assistants. Within the displayed Top 3, Clockify has the largest cited-page footprint and Clockify has the most verified mentions. Those footprints show what is observable in the answer set, not why the rank was assigned.

Most Affordable is led by Jibble at category-relative AIQ 75. Its assistant positions are ChatGPT #1, Gemini #2, Claude #2. It has no category rank from Perplexity in this scope. Its live footprint contains 12 Sources and 17 Mentions. This is a separate answer from Best, which is led by Toggl Track.

Here Most Affordable changes the answer from the Best leader: Jibble leads this question while Toggl Track leads Best. That split is useful for buyers because it separates a specific intent from the category's primary recommendation set instead of blending both into one composite result.

Easiest to Set Up is led by Jibble at category-relative AIQ 74. Its assistant positions are ChatGPT #1, Gemini #7, Claude #1. It has no category rank from Perplexity in this scope. Its live footprint contains 12 Sources and 17 Mentions. This is a separate answer from Best, which is led by Toggl Track.

Here Easiest to Set Up changes the answer from the Best leader: Jibble leads this question while Toggl Track leads Best. That split is useful for buyers because it separates a specific intent from the category's primary recommendation set instead of blending both into one composite result.

Rising is led by Rize at Rising AIQ 85. Its assistant positions are ChatGPT #1, Gemini #1, Claude #3. It has no category rank from Perplexity in this scope. Its live footprint contains 3 Sources and 3 Mentions. This is a separate answer from Best, which is led by Toggl Track.

Here Rising changes the answer from the Best leader: Rize leads this question while Toggl Track leads Best. That split is useful for buyers because it separates a specific intent from the category's primary recommendation set instead of blending both into one composite result.

Read together, the four questions form a buyer-intent map for Time Tracking. Best is led by Toggl Track, Most Affordable by Jibble, Easiest to Set Up by Jibble, and Rising by Rize. Differences are expected because each ranking answers a different prompt; the relevant comparison stays inside this category and question.

Learning Management (LMS)

Open the complete Learning Management (LMS) Best ranking
Best Top 3 · 14 ranked products · 140 sources · 564 mentions
RankProductAIQChatGPTGeminiClaudePerplexitySourcesMentions
1Docebo10011112845
2Canvas LMS332641318
3Absorb LMS295232432

In Learning Management (LMS), Docebo leads at Best AIQ 100. Its assistant positions are ChatGPT #1, Gemini #1, Claude #1, Perplexity #1. Its live footprint contains 28 Sources and 45 Mentions. Canvas LMS is second at Best AIQ 33. Its assistant positions are ChatGPT #2, Gemini #6, Perplexity #4. It has no category rank from Claude in this scope. Its live footprint contains 13 Sources and 18 Mentions. Absorb LMS is third at Best AIQ 29. Its assistant positions are ChatGPT #5, Gemini #2, Claude #3. It has no category rank from Perplexity in this scope. Its live footprint contains 24 Sources and 32 Mentions.

The Best ranking contains 14 ranked products. Its leader-to-third AIQ spread is 71, while the category-wide edition footprint contains 140 Sources and 564 Mentions.

The assistant pattern gives the Best result its shape. Docebo is ranked by all four tracked assistants, while Canvas LMS is ranked by ChatGPT, Gemini, Perplexity and Absorb LMS by ChatGPT, Gemini, Claude. Within the displayed Top 3, Docebo has the largest cited-page footprint and Docebo has the most verified mentions. Those footprints show what is observable in the answer set, not why the rank was assigned.

Most Affordable is led by Coassemble at category-relative AIQ 55. Its assistant positions are ChatGPT #1. It has no category rank from Gemini, Claude, Perplexity in this scope. Its live footprint contains 3 Sources and 3 Mentions. This is a separate answer from Best, which is led by Docebo.

Here Most Affordable changes the answer from the Best leader: Coassemble leads this question while Docebo leads Best. That split is useful for buyers because it separates a specific intent from the category's primary recommendation set instead of blending both into one composite result.

Easiest to Set Up is led by TalentLMS at category-relative AIQ 98. Its assistant positions are ChatGPT #1, Gemini #1, Claude #1, Perplexity #2. Its live footprint contains 37 Sources and 54 Mentions. This is a separate answer from Best, which is led by Docebo.

Here Easiest to Set Up changes the answer from the Best leader: TalentLMS leads this question while Docebo leads Best. That split is useful for buyers because it separates a specific intent from the category's primary recommendation set instead of blending both into one composite result.

Rising is led by Sana Learn at Rising AIQ 80. Its assistant positions are ChatGPT #1, Gemini #1. It has no category rank from Claude, Perplexity in this scope. Its live footprint contains 3 Sources and 4 Mentions. This is a separate answer from Best, which is led by Docebo.

Here Rising changes the answer from the Best leader: Sana Learn leads this question while Docebo leads Best. That split is useful for buyers because it separates a specific intent from the category's primary recommendation set instead of blending both into one composite result.

Read together, the four questions form a buyer-intent map for Learning Management (LMS). Best is led by Docebo, Most Affordable by Coassemble, Easiest to Set Up by TalentLMS, and Rising by Sana Learn. Differences are expected because each ranking answers a different prompt; the relevant comparison stays inside this category and question.

Core HR (HRIS)

Open the complete Core HR (HRIS) Best ranking
Best Top 3 · 11 ranked products · 156 sources · 431 mentions
RankProductAIQChatGPTGeminiClaudePerplexitySourcesMentions
1Workday Human Capital Management55123
2ADP Workforce Now3633231524
3Rippling3142453850

In Core HR (HRIS), Workday Human Capital Management leads at Best AIQ 55. Its assistant positions are ChatGPT #1. It has no category rank from Gemini, Claude, Perplexity in this scope. Its live footprint contains 2 Sources and 3 Mentions. ADP Workforce Now is second at Best AIQ 36. Its assistant positions are ChatGPT #3, Gemini #3, Claude #2, Perplexity #3. Its live footprint contains 15 Sources and 24 Mentions. Rippling is third at Best AIQ 31. Its assistant positions are ChatGPT #4, Gemini #2, Claude #4, Perplexity #5. Its live footprint contains 38 Sources and 50 Mentions.

The Best ranking contains 11 ranked products. Its leader-to-third AIQ spread is 24, while the category-wide edition footprint contains 156 Sources and 431 Mentions.

The assistant pattern gives the Best result its shape. Workday Human Capital Management is ranked by ChatGPT, while ADP Workforce Now is ranked by all four tracked assistants and Rippling by all four tracked assistants. Within the displayed Top 3, Rippling has the largest cited-page footprint and Rippling has the most verified mentions. Those footprints show what is observable in the answer set, not why the rank was assigned.

Most Affordable is led by Zoho People at category-relative AIQ 68. Its assistant positions are ChatGPT #1, Claude #2, Perplexity #1. It has no category rank from Gemini in this scope. Its live footprint contains 8 Sources and 14 Mentions. This is a separate answer from Best, which is led by Workday Human Capital Management.

Here Most Affordable changes the answer from the Best leader: Zoho People leads this question while Workday Human Capital Management leads Best. That split is useful for buyers because it separates a specific intent from the category's primary recommendation set instead of blending both into one composite result.

Easiest to Set Up is led by BambooHR at category-relative AIQ 77. Its assistant positions are ChatGPT #1, Gemini #2, Claude #2, Perplexity #3. Its live footprint contains 34 Sources and 46 Mentions. This is a separate answer from Best, which is led by Workday Human Capital Management.

Here Easiest to Set Up changes the answer from the Best leader: BambooHR leads this question while Workday Human Capital Management leads Best. That split is useful for buyers because it separates a specific intent from the category's primary recommendation set instead of blending both into one composite result.

Rising is led by Deel HR at Rising AIQ 59. Its assistant positions are ChatGPT #1, Claude #4. It has no category rank from Gemini, Perplexity in this scope. Its live footprint contains 6 Sources and 8 Mentions. This is a separate answer from Best, which is led by Workday Human Capital Management.

Here Rising changes the answer from the Best leader: Deel HR leads this question while Workday Human Capital Management leads Best. That split is useful for buyers because it separates a specific intent from the category's primary recommendation set instead of blending both into one composite result.

Read together, the four questions form a buyer-intent map for Core HR (HRIS). Best is led by Workday Human Capital Management, Most Affordable by Zoho People, Easiest to Set Up by BambooHR, and Rising by Deel HR. Differences are expected because each ranking answers a different prompt; the relevant comparison stays inside this category and question.

Employee Engagement

Open the complete Employee Engagement Best ranking
Best Top 3 · 19 ranked products · 95 sources · 527 mentions
RankProductAIQChatGPTGeminiClaudePerplexitySourcesMentions
1Culture Amp9611153741
2Qualtrics2821416
3Lattice275243336

In Employee Engagement, Culture Amp leads at Best AIQ 96. Its assistant positions are ChatGPT #1, Gemini #1, Claude #1, Perplexity #5. Its live footprint contains 37 Sources and 41 Mentions. Qualtrics is second at Best AIQ 28. Its assistant positions are ChatGPT #2. It has no category rank from Gemini, Claude, Perplexity in this scope. Its live footprint contains 14 Sources and 16 Mentions. Lattice is third at Best AIQ 27. Its assistant positions are ChatGPT #5, Gemini #2, Claude #4. It has no category rank from Perplexity in this scope. Its live footprint contains 33 Sources and 36 Mentions.

The Best ranking contains 19 ranked products. Its leader-to-third AIQ spread is 69, while the category-wide edition footprint contains 95 Sources and 527 Mentions.

The assistant pattern gives the Best result its shape. Culture Amp is ranked by all four tracked assistants, while Qualtrics is ranked by ChatGPT and Lattice by ChatGPT, Gemini, Claude. Within the displayed Top 3, Culture Amp has the largest cited-page footprint and Culture Amp has the most verified mentions. Those footprints show what is observable in the answer set, not why the rank was assigned.

Most Affordable is led by TeamToast at category-relative AIQ 55. Its assistant positions are ChatGPT #1. It has no category rank from Gemini, Claude, Perplexity in this scope. Its live footprint contains 1 Sources and 1 Mentions. This is a separate answer from Best, which is led by Culture Amp.

Here Most Affordable changes the answer from the Best leader: TeamToast leads this question while Culture Amp leads Best. That split is useful for buyers because it separates a specific intent from the category's primary recommendation set instead of blending both into one composite result.

Easiest to Set Up is led by Peoplebox at category-relative AIQ 55. Its assistant positions are ChatGPT #1. It has no category rank from Gemini, Claude, Perplexity in this scope. Its live footprint contains 2 Sources and 3 Mentions. This is a separate answer from Best, which is led by Culture Amp.

Here Easiest to Set Up changes the answer from the Best leader: Peoplebox leads this question while Culture Amp leads Best. That split is useful for buyers because it separates a specific intent from the category's primary recommendation set instead of blending both into one composite result.

Rising is led by Peoplebox at Rising AIQ 55. Its assistant positions are ChatGPT #1. It has no category rank from Gemini, Claude, Perplexity in this scope. Its live footprint contains 2 Sources and 3 Mentions. This is a separate answer from Best, which is led by Culture Amp.

Here Rising changes the answer from the Best leader: Peoplebox leads this question while Culture Amp leads Best. That split is useful for buyers because it separates a specific intent from the category's primary recommendation set instead of blending both into one composite result.

Read together, the four questions form a buyer-intent map for Employee Engagement. Best is led by Culture Amp, Most Affordable by TeamToast, Easiest to Set Up by Peoplebox, and Rising by Peoplebox. Differences are expected because each ranking answers a different prompt; the relevant comparison stays inside this category and question.

Employee Scheduling

Open the complete Employee Scheduling Best ranking
Best Top 3 · 18 ranked products · 113 sources · 214 mentions
RankProductAIQChatGPTGeminiClaudePerplexitySourcesMentions
1Deputy8412142026
2Homebase5331312130
3When I Work4424222327

In Employee Scheduling, Deputy leads at Best AIQ 84. Its assistant positions are ChatGPT #1, Gemini #2, Claude #1, Perplexity #4. Its live footprint contains 20 Sources and 26 Mentions. Homebase is second at Best AIQ 53. Its assistant positions are ChatGPT #3, Gemini #1, Claude #3, Perplexity #1. Its live footprint contains 21 Sources and 30 Mentions. When I Work is third at Best AIQ 44. Its assistant positions are ChatGPT #2, Gemini #4, Claude #2, Perplexity #2. Its live footprint contains 23 Sources and 27 Mentions.

The Best ranking contains 18 ranked products. Its leader-to-third AIQ spread is 40, while the category-wide edition footprint contains 113 Sources and 214 Mentions.

The assistant pattern gives the Best result its shape. Deputy is ranked by all four tracked assistants, while Homebase is ranked by all four tracked assistants and When I Work by all four tracked assistants. Within the displayed Top 3, When I Work has the largest cited-page footprint and Homebase has the most verified mentions. Those footprints show what is observable in the answer set, not why the rank was assigned.

Most Affordable is led by Homebase at category-relative AIQ 57. Its assistant positions are ChatGPT #2, Gemini #1, Claude #4, Perplexity #10. Its live footprint contains 21 Sources and 30 Mentions. This is a separate answer from Best, which is led by Deputy.

Here Most Affordable changes the answer from the Best leader: Homebase leads this question while Deputy leads Best. That split is useful for buyers because it separates a specific intent from the category's primary recommendation set instead of blending both into one composite result.

Easiest to Set Up is led by Homebase at category-relative AIQ 85. Its assistant positions are ChatGPT #1, Gemini #2, Claude #1, Perplexity #2. Its live footprint contains 21 Sources and 30 Mentions. This is a separate answer from Best, which is led by Deputy.

Here Easiest to Set Up changes the answer from the Best leader: Homebase leads this question while Deputy leads Best. That split is useful for buyers because it separates a specific intent from the category's primary recommendation set instead of blending both into one composite result.

Rising is led by Soon at Rising AIQ 70. Its assistant positions are ChatGPT #1, Claude #1. It has no category rank from Gemini, Perplexity in this scope. Its live footprint contains 1 Sources and 3 Mentions. This is a separate answer from Best, which is led by Deputy.

Here Rising changes the answer from the Best leader: Soon leads this question while Deputy leads Best. That split is useful for buyers because it separates a specific intent from the category's primary recommendation set instead of blending both into one composite result.

Read together, the four questions form a buyer-intent map for Employee Scheduling. Best is led by Deputy, Most Affordable by Homebase, Easiest to Set Up by Homebase, and Rising by Soon. Differences are expected because each ranking answers a different prompt; the relevant comparison stays inside this category and question.

Employee Recognition

Open the complete Employee Recognition Best ranking
Best Top 3 · 16 ranked products · 94 sources · 343 mentions
RankProductAIQChatGPTGeminiClaudePerplexitySourcesMentions
1Workhuman881211811
2Achievers6321221013
3Awardco323331013

In Employee Recognition, Workhuman leads at Best AIQ 88. Its assistant positions are ChatGPT #1, Gemini #2, Claude #1, Perplexity #1. Its live footprint contains 8 Sources and 11 Mentions. Achievers is second at Best AIQ 63. Its assistant positions are ChatGPT #2, Gemini #1, Claude #2, Perplexity #2. Its live footprint contains 10 Sources and 13 Mentions. Awardco is third at Best AIQ 32. Its assistant positions are ChatGPT #3, Gemini #3, Claude #3. It has no category rank from Perplexity in this scope. Its live footprint contains 10 Sources and 13 Mentions.

The Best ranking contains 16 ranked products. Its leader-to-third AIQ spread is 56, while the category-wide edition footprint contains 94 Sources and 343 Mentions.

The assistant pattern gives the Best result its shape. Workhuman is ranked by all four tracked assistants, while Achievers is ranked by all four tracked assistants and Awardco by ChatGPT, Gemini, Claude. Within the displayed Top 3, Achievers has the largest cited-page footprint and Achievers has the most verified mentions. Those footprints show what is observable in the answer set, not why the rank was assigned.

Most Affordable is led by Matter at category-relative AIQ 83. Its assistant positions are ChatGPT #1, Gemini #2, Claude #1. It has no category rank from Perplexity in this scope. Its live footprint contains 19 Sources and 30 Mentions. This is a separate answer from Best, which is led by Workhuman.

Here Most Affordable changes the answer from the Best leader: Matter leads this question while Workhuman leads Best. That split is useful for buyers because it separates a specific intent from the category's primary recommendation set instead of blending both into one composite result.

Easiest to Set Up is led by Matter at category-relative AIQ 78. Its assistant positions are ChatGPT #1, Gemini #3, Claude #1. It has no category rank from Perplexity in this scope. Its live footprint contains 19 Sources and 30 Mentions. This is a separate answer from Best, which is led by Workhuman.

Here Easiest to Set Up changes the answer from the Best leader: Matter leads this question while Workhuman leads Best. That split is useful for buyers because it separates a specific intent from the category's primary recommendation set instead of blending both into one composite result.

Rising is led by Assembly at Rising AIQ 78. Its assistant positions are ChatGPT #1, Gemini #3, Claude #1. It has no category rank from Perplexity in this scope. Its live footprint contains 10 Sources and 14 Mentions. This is a separate answer from Best, which is led by Workhuman.

Here Rising changes the answer from the Best leader: Assembly leads this question while Workhuman leads Best. That split is useful for buyers because it separates a specific intent from the category's primary recommendation set instead of blending both into one composite result.

Read together, the four questions form a buyer-intent map for Employee Recognition. Best is led by Workhuman, Most Affordable by Matter, Easiest to Set Up by Matter, and Rising by Assembly. Differences are expected because each ranking answers a different prompt; the relevant comparison stays inside this category and question.

Across HR, the largest live mention footprints this week belong to Learning Management (LMS) at 564, Employee Engagement at 527, Recruiting (ATS) at 487. Those totals describe how often products appeared in verified answers; the four ranking questions remain distinct.