Category Report19 min read

Half of HR Best Leaders Change as Every Category Splits by Intent

The current HR report pairs five changed Best leaders with four distinct buyer-intent leaders in eight of ten categories.

HR covers ten categories in the current edition. HR software turns the four rankings into an operating-model question. A platform that wins the broad recommendation can lose the affordability or setup prompt to a focused alternative, while Rising often introduces a fourth name entirely.

Across the hub, 136 products rank in Best, while the ten category mastheads total 1,231 Sources and 5,045 Mentions. 5 Best leaders changed week over week, and 8 categories return four distinct leaders across the four direct questions.

How to Read This Report

Each table shows the current Best Top 3. The paragraphs below it keep Most Affordable, Easiest to Set Up, and Rising separate. AIQ is category-relative, so compare products inside the same category and question, not raw scores across unrelated markets. Sources count distinct cited pages; Mentions count verified product-page occurrences across the current category evidence.

Recruiting (ATS)

Open the complete Recruiting (ATS) Best ranking
Best Top 3 · 17 ranked products · 111 sources · 489 mentions
RankProductAIQChatGPTGeminiClaudePerplexitySourcesMentions
1Greenhouse10011114151
2Lever482223440
3iCIMS283532426

In Recruiting (ATS), Greenhouse leads at Best AIQ 100. Its assistant positions are ChatGPT #1, Gemini #1, Claude #1, and Perplexity #1. Its current category evidence records 41 Sources and 51 Mentions. Lever is second at Best AIQ 48. Its assistant positions are ChatGPT #2, Gemini #2, and Claude #2. It has no category rank from Perplexity in this ranking. Its current category evidence records 34 Sources and 40 Mentions. iCIMS is third at Best AIQ 28. Its assistant positions are ChatGPT #3, Gemini #5, and Claude #3. It has no category rank from Perplexity in this ranking. Its current category evidence records 24 Sources and 26 Mentions.

The category contains 17 Best-ranked products, 111 Sources and 489 Mentions across all four completed direct questions. Greenhouse holds #1. The 72-point leader-to-third spread gives the podium a pronounced front edge. The leader appears in 4 of 4 assistant lists. These coverage counts document the evidence footprint; they do not explain rank.

Most Affordable is led by Zoho Recruit at Most Affordable AIQ 70. Its assistant positions are ChatGPT #2, Gemini #1, Claude #1, and Perplexity #2. Its current category evidence records 28 Sources and 35 Mentions. Zoho Recruit holds #1. Best is led by Greenhouse, so this is a different category-relative answer.

Easiest to Set Up is led by Dover at Easiest to Set Up AIQ 60. Its assistant positions are ChatGPT #1 and Perplexity #1. It has no category rank from Gemini and Claude in this ranking. Its current category evidence records 5 Sources and 10 Mentions. Dover holds #1. Best is led by Greenhouse, so this is a different category-relative answer.

Rising is led by Ashby at Rising AIQ 70. Its assistant positions are ChatGPT #1 and Claude #1. It has no category rank from Gemini and Perplexity in this ranking. Its current category evidence records 22 Sources and 26 Mentions. Ashby holds #1. Best is led by Greenhouse, so this is a different category-relative answer.

This is a four-answer market: Best favors Greenhouse, price Zoho Recruit, setup Dover, and momentum Ashby. A combined winner would erase the most practical information in the result.

Payroll

Open the complete Payroll Best ranking
Best Top 3 · 15 ranked products · 127 sources · 423 mentions
RankProductAIQChatGPTGeminiClaudePerplexitySourcesMentions
1Gusto10011113441
2Rippling3034432228
3RUN Powered by ADP282811

In Payroll, Gusto leads at Best AIQ 100. Its assistant positions are ChatGPT #1, Gemini #1, Claude #1, and Perplexity #1. Its current category evidence records 34 Sources and 41 Mentions. Rippling is second at Best AIQ 30. Its assistant positions are ChatGPT #3, Gemini #4, Claude #4, and Perplexity #3. Its current category evidence records 22 Sources and 28 Mentions. RUN Powered by ADP is third at Best AIQ 28. Its assistant position is ChatGPT #2. It has no category rank from Gemini, Claude, and Perplexity in this ranking. Its current category evidence records 8 Sources and 11 Mentions.

The category contains 15 Best-ranked products, 127 Sources and 423 Mentions across all four completed direct questions. The assistant columns complicate the headline in a useful way. Gusto reaches first with coverage from 4 of 4 assistants, while Rippling and RUN Powered by ADP show how quickly the ordering changes below it. The full spread is 72 points. These coverage counts document the evidence footprint; they do not explain rank.

Most Affordable is led by Zoho Payroll at Most Affordable AIQ 59. Its assistant positions are ChatGPT #1 and Gemini #7. It has no category rank from Claude and Perplexity in this ranking. Its current category evidence records 7 Sources and 9 Mentions. Zoho Payroll moves up 1 place to #1. Best is led by Gusto, so this is a different category-relative answer.

Easiest to Set Up is led by Gusto at Easiest to Set Up AIQ 100. Its assistant positions are ChatGPT #1, Gemini #1, Claude #1, and Perplexity #1. Its current category evidence records 34 Sources and 41 Mentions. Gusto holds #1. It also leads Best, although the two rankings answer separate questions.

Rising is led by Plane at Rising AIQ 55. Its assistant position is ChatGPT #1. It has no category rank from Gemini, Claude, and Perplexity in this ranking. Its current category evidence records 2 Sources and 2 Mentions. Plane moves up 5 places to #1. Best is led by Gusto, so this is a different category-relative answer.

Gusto joins broad recommendation strength with the setup lead. Most Affordable turns to Zoho Payroll, while Rising belongs to Plane; the category still demands more than one shortlist.

Employer of Record (EOR)

Open the complete Employer of Record (EOR) Best ranking
Best Top 3 · 14 ranked products · 163 sources · 534 mentions
RankProductAIQChatGPTGeminiClaudePerplexitySourcesMentions
1Deel73211119
2G-P59141013
3Remote37332257103

In Employer of Record (EOR), Deel leads at Best AIQ 73. Its assistant positions are ChatGPT #2, Gemini #1, Claude #1, and Perplexity #1. Its current category evidence records 1 Source and 9 Mentions. G-P is second at Best AIQ 59. Its assistant positions are ChatGPT #1 and Claude #4. It has no category rank from Gemini and Perplexity in this ranking. Its current category evidence records 10 Sources and 13 Mentions. Remote is third at Best AIQ 37. Its assistant positions are ChatGPT #3, Gemini #3, Claude #2, and Perplexity #2. Its current category evidence records 57 Sources and 103 Mentions.

The category contains 14 Best-ranked products, 163 Sources and 534 Mentions across all four completed direct questions. Evidence volume and rank remain separate readings here. Remote has the largest Sources footprint in the displayed Top 3, while Deel owns the Best lead. Deel holds #1. These coverage counts document the evidence footprint; they do not explain rank.

Most Affordable is led by Native Teams at Most Affordable AIQ 64. Its assistant positions are ChatGPT #1, Gemini #5, Claude #8, and Perplexity #2. Its current category evidence records 7 Sources and 10 Mentions. Native Teams holds #1. Best is led by Deel, so this is a different category-relative answer.

Easiest to Set Up is led by G-P at Easiest to Set Up AIQ 55. Its assistant position is ChatGPT #1. It has no category rank from Gemini, Claude, and Perplexity in this ranking. Its current category evidence records 10 Sources and 13 Mentions. G-P is new to the ranking at #1. Best is led by Deel, so this is a different category-relative answer.

Rising is led by Borderless AI at Rising AIQ 60. Its assistant positions are ChatGPT #1 and Perplexity #1. It has no category rank from Gemini and Claude in this ranking. Its current category evidence records 7 Sources and 9 Mentions. Borderless AI holds #1. Best is led by Deel, so this is a different category-relative answer.

There is no universal leader hiding in these four lists. The sequence runs Deel, Native Teams, G-P, and Borderless AI from Best through Rising, which turns the ranking into a shortlist architecture rather than a verdict.

Performance Management

Open the complete Performance Management Best ranking
Best Top 3 · 18 ranked products · 116 sources · 403 mentions
RankProductAIQChatGPTGeminiClaudePerplexitySourcesMentions
1Lattice951112537
215Five4324232731
3Culture Amp3336312231

In Performance Management, Lattice leads at Best AIQ 95. Its assistant positions are ChatGPT #1, Gemini #1, and Claude #1. It has no category rank from Perplexity in this ranking. Its current category evidence records 25 Sources and 37 Mentions. 15Five is second at Best AIQ 43. Its assistant positions are ChatGPT #2, Gemini #4, Claude #2, and Perplexity #3. Its current category evidence records 27 Sources and 31 Mentions. Culture Amp is third at Best AIQ 33. Its assistant positions are ChatGPT #3, Gemini #6, Claude #3, and Perplexity #1. Its current category evidence records 22 Sources and 31 Mentions.

The category contains 18 Best-ranked products, 116 Sources and 403 Mentions across all four completed direct questions. This is a front-loaded shortlist. First and third are 62 AIQ points apart, and the leader appears across 3 of 4 assistant lists. Lattice holds #1. These coverage counts document the evidence footprint; they do not explain rank.

Most Affordable is led by AssessTEAM at Most Affordable AIQ 81. Its assistant positions are ChatGPT #1, Gemini #4, Claude #1, and Perplexity #1. Its current category evidence records 2 Sources and 6 Mentions. AssessTEAM moves up 14 places to #1. Best is led by Lattice, so this is a different category-relative answer.

Easiest to Set Up is led by 15Five at Easiest to Set Up AIQ 56. Its assistant positions are ChatGPT #2, Gemini #1, and Claude #5. It has no category rank from Perplexity in this ranking. Its current category evidence records 27 Sources and 31 Mentions. 15Five moves up 2 places to #1. Best is led by Lattice, so this is a different category-relative answer.

Rising is led by Effy AI at Rising AIQ 55. Its assistant position is ChatGPT #1. It has no category rank from Gemini, Claude, and Perplexity in this ranking. Its current category evidence records 3 Sources and 4 Mentions. Effy AI moves up 7 places to #1. Best is led by Lattice, so this is a different category-relative answer.

This is a four-answer market: Best favors Lattice, price AssessTEAM, setup 15Five, and momentum Effy AI. A combined winner would erase the most practical information in the result.

Time Tracking

Open the complete Time Tracking Best ranking
Best Top 3 · 18 ranked products · 105 sources · 607 mentions
RankProductAIQChatGPTGeminiClaudePerplexitySourcesMentions
1Clockify8012213450
2Toggl Track7021123038
3Harvest3333332840

In Time Tracking, Clockify leads at Best AIQ 80. Its assistant positions are ChatGPT #1, Gemini #2, Claude #2, and Perplexity #1. Its current category evidence records 34 Sources and 50 Mentions. Toggl Track is second at Best AIQ 70. Its assistant positions are ChatGPT #2, Gemini #1, Claude #1, and Perplexity #2. Its current category evidence records 30 Sources and 38 Mentions. Harvest is third at Best AIQ 33. Its assistant positions are ChatGPT #3, Gemini #3, Claude #3, and Perplexity #3. Its current category evidence records 28 Sources and 40 Mentions.

The category contains 18 Best-ranked products, 105 Sources and 607 Mentions across all four completed direct questions. The useful signal is not only first place. Toggl Track and Harvest preserve distinct assistant patterns beneath Clockify, leaving a 47-point span across the displayed podium. Clockify moves up 1 place to #1. These coverage counts document the evidence footprint; they do not explain rank.

Most Affordable is led by Jibble at Most Affordable AIQ 73. Its assistant positions are ChatGPT #1, Gemini #2, and Perplexity #1. It has no category rank from Claude in this ranking. Its current category evidence records 14 Sources and 20 Mentions. Jibble holds #1. Best is led by Clockify, so this is a different category-relative answer.

Easiest to Set Up is led by Toggl Track at Easiest to Set Up AIQ 65. Its assistant positions are ChatGPT #2, Gemini #1, Claude #2, and Perplexity #1. Its current category evidence records 30 Sources and 38 Mentions. Toggl Track moves up 1 place to #1. Best is led by Clockify, so this is a different category-relative answer.

Rising is led by Rize at Rising AIQ 80. Its assistant positions are ChatGPT #1 and Gemini #1. It has no category rank from Claude and Perplexity in this ranking. Its current category evidence records 1 Source and 2 Mentions. Rize holds #1. Best is led by Clockify, so this is a different category-relative answer.

Every direct question changes the name at the top. Clockify owns Best, Jibble Most Affordable, Toggl Track Easiest to Set Up, and Rize Rising. The category is clearer as a map of tradeoffs than as a single leaderboard.

Learning Management (LMS)

Open the complete Learning Management (LMS) Best ranking
Best Top 3 · 18 ranked products · 139 sources · 684 mentions
RankProductAIQChatGPTGeminiClaudePerplexitySourcesMentions
1Canvas LMS6214101216
2Docebo5351133245
3Moodle LMS282912

In Learning Management (LMS), Canvas LMS leads at Best AIQ 62. Its assistant positions are ChatGPT #1, Gemini #4, and Perplexity #10. It has no category rank from Claude in this ranking. Its current category evidence records 12 Sources and 16 Mentions. Docebo is second at Best AIQ 53. Its assistant positions are ChatGPT #5, Gemini #1, Claude #1, and Perplexity #3. Its current category evidence records 32 Sources and 45 Mentions. Moodle LMS is third at Best AIQ 28. Its assistant position is ChatGPT #2. It has no category rank from Gemini, Claude, and Perplexity in this ranking. Its current category evidence records 9 Sources and 12 Mentions.

The category contains 18 Best-ranked products, 139 Sources and 684 Mentions across all four completed direct questions. Canvas LMS moves up 1 place to #1. The 34-point leader-to-third spread gives the podium a competitive shape. The leader appears in 3 of 4 assistant lists. These coverage counts document the evidence footprint; they do not explain rank.

Most Affordable is led by Moodle LMS at Most Affordable AIQ 55. Its assistant position is ChatGPT #1. It has no category rank from Gemini, Claude, and Perplexity in this ranking. Its current category evidence records 9 Sources and 12 Mentions. Moodle LMS is new to the ranking at #1. Best is led by Canvas LMS, so this is a different category-relative answer.

Easiest to Set Up is led by TalentLMS at Easiest to Set Up AIQ 88. Its assistant positions are ChatGPT #1, Gemini #1, Claude #3, and Perplexity #2. Its current category evidence records 36 Sources and 55 Mentions. TalentLMS holds #1. Best is led by Canvas LMS, so this is a different category-relative answer.

Rising is led by LearnUpon at Rising AIQ 61. Its assistant positions are ChatGPT #1, Gemini #5, and Perplexity #8. It has no category rank from Claude in this ranking. Its current category evidence records 19 Sources and 31 Mentions. LearnUpon moves up 7 places to #1. Best is led by Canvas LMS, so this is a different category-relative answer.

There is no universal leader hiding in these four lists. The sequence runs Canvas LMS, Moodle LMS, TalentLMS, and LearnUpon from Best through Rising, which turns the ranking into a shortlist architecture rather than a verdict.

Core HR (HRIS)

Open the complete Core HR (HRIS) Best ranking
Best Top 3 · 13 ranked products · 150 sources · 495 mentions
RankProductAIQChatGPTGeminiClaudePerplexitySourcesMentions
1Workday Core HCM55111
2Rippling5141214357
3ADP Workforce Now3333352333

In Core HR (HRIS), Workday Core HCM leads at Best AIQ 55. Its assistant position is ChatGPT #1. It has no category rank from Gemini, Claude, and Perplexity in this ranking. Its current category evidence records 1 Source and 1 Mention. Rippling is second at Best AIQ 51. Its assistant positions are ChatGPT #4, Gemini #1, Claude #2, and Perplexity #1. Its current category evidence records 43 Sources and 57 Mentions. ADP Workforce Now is third at Best AIQ 33. Its assistant positions are ChatGPT #3, Gemini #3, Claude #3, and Perplexity #5. Its current category evidence records 23 Sources and 33 Mentions.

The category contains 13 Best-ranked products, 150 Sources and 495 Mentions across all four completed direct questions. The assistant columns complicate the headline in a useful way. Workday Core HCM reaches first with coverage from 1 of 4 assistants, while Rippling and ADP Workforce Now show how quickly the ordering changes below it. The full spread is 22 points. These coverage counts document the evidence footprint; they do not explain rank.

Most Affordable is led by HR.my at Most Affordable AIQ 55. Its assistant position is ChatGPT #1. It has no category rank from Gemini, Claude, and Perplexity in this ranking. Its current category evidence records 1 Source and 1 Mention. HR.my is new to the ranking at #1. Best is led by Workday Core HCM, so this is a different category-relative answer.

Easiest to Set Up is led by Gusto at Easiest to Set Up AIQ 78. Its assistant positions are ChatGPT #1, Gemini #2, Claude #3, and Perplexity #1. Its current category evidence records 39 Sources and 47 Mentions. Gusto moves up 1 place to #1. Best is led by Workday Core HCM, so this is a different category-relative answer.

Rising is led by Humaans at Rising AIQ 63. Its assistant positions are ChatGPT #1, Claude #5, and Perplexity #1. It has no category rank from Gemini in this ranking. Its current category evidence records 3 Sources and 4 Mentions. Humaans moves up 3 places to #1. Best is led by Workday Core HCM, so this is a different category-relative answer.

This is a four-answer market: Best favors Workday Core HCM, price HR.my, setup Gusto, and momentum Humaans. A combined winner would erase the most practical information in the result.

Employee Engagement

Open the complete Employee Engagement Best ranking
Best Top 3 · 21 ranked products · 98 sources · 518 mentions
RankProductAIQChatGPTGeminiClaudePerplexitySourcesMentions
1Culture Amp7913153740
2Achievers301621719
3Qualtrics Employee Experience28233

In Employee Engagement, Culture Amp leads at Best AIQ 79. Its assistant positions are ChatGPT #1, Gemini #3, Claude #1, and Perplexity #5. Its current category evidence records 37 Sources and 40 Mentions. Achievers is second at Best AIQ 30. Its assistant positions are Gemini #1, Claude #6, and Perplexity #2. It has no category rank from ChatGPT in this ranking. Its current category evidence records 17 Sources and 19 Mentions. Qualtrics Employee Experience is third at Best AIQ 28. Its assistant position is ChatGPT #2. It has no category rank from Gemini, Claude, and Perplexity in this ranking. Its current category evidence records 3 Sources and 3 Mentions.

The category contains 21 Best-ranked products, 98 Sources and 518 Mentions across all four completed direct questions. Evidence volume and rank remain separate readings here. Culture Amp has the largest Sources footprint in the displayed Top 3, while Culture Amp owns the Best lead. Culture Amp holds #1. These coverage counts document the evidence footprint; they do not explain rank.

Most Affordable is led by Matter at Most Affordable AIQ 55. Its assistant position is ChatGPT #1. It has no category rank from Gemini, Claude, and Perplexity in this ranking. Its current category evidence records 39 Sources and 47 Mentions. Matter moves up 2 places to #1. Best is led by Culture Amp, so this is a different category-relative answer.

Easiest to Set Up is led by Matter at Easiest to Set Up AIQ 80. Its assistant positions are ChatGPT #1 and Gemini #1. It has no category rank from Claude and Perplexity in this ranking. Its current category evidence records 39 Sources and 47 Mentions. Matter moves up 4 places to #1. Best is led by Culture Amp, so this is a different category-relative answer.

Rising is led by ThriveSparrow at Rising AIQ 70. Its assistant positions are ChatGPT #1 and Claude #1. It has no category rank from Gemini and Perplexity in this ranking. Its current category evidence records 3 Sources and 5 Mentions. ThriveSparrow holds #1. Best is led by Culture Amp, so this is a different category-relative answer.

Value and setup meet at Matter, while Best points to Culture Amp and Rising to ThriveSparrow. That shared low-friction answer is useful, but it should not be mistaken for the broad Best recommendation.

Employee Scheduling

Open the complete Employee Scheduling Best ranking
Best Top 3 · 17 ranked products · 115 sources · 323 mentions
RankProductAIQChatGPTGeminiClaudePerplexitySourcesMentions
1Deputy10011112531
2When I Work4623222631
3Homebase3832332531

In Employee Scheduling, Deputy leads at Best AIQ 100. Its assistant positions are ChatGPT #1, Gemini #1, Claude #1, and Perplexity #1. Its current category evidence records 25 Sources and 31 Mentions. When I Work is second at Best AIQ 46. Its assistant positions are ChatGPT #2, Gemini #3, Claude #2, and Perplexity #2. Its current category evidence records 26 Sources and 31 Mentions. Homebase is third at Best AIQ 38. Its assistant positions are ChatGPT #3, Gemini #2, Claude #3, and Perplexity #3. Its current category evidence records 25 Sources and 31 Mentions.

The category contains 17 Best-ranked products, 115 Sources and 323 Mentions across all four completed direct questions. This is a front-loaded shortlist. First and third are 62 AIQ points apart, and the leader appears across 4 of 4 assistant lists. Deputy holds #1. These coverage counts document the evidence footprint; they do not explain rank.

Most Affordable is led by Homebase at Most Affordable AIQ 67. Its assistant positions are ChatGPT #1, Gemini #3, Claude #5, and Perplexity #9. Its current category evidence records 25 Sources and 31 Mentions. Homebase moves up 3 places to #1. Best is led by Deputy, so this is a different category-relative answer.

Easiest to Set Up is led by When I Work at Easiest to Set Up AIQ 71. Its assistant positions are ChatGPT #1, Gemini #2, and Claude #5. It has no category rank from Perplexity in this ranking. Its current category evidence records 26 Sources and 31 Mentions. When I Work holds #1. Best is led by Deputy, so this is a different category-relative answer.

Rising is led by Connecteam at Rising AIQ 60. Its assistant positions are ChatGPT #1, Gemini #9, and Perplexity #2. It has no category rank from Claude in this ranking. Its current category evidence records 21 Sources and 27 Mentions. Connecteam moves up 14 places to #1. Best is led by Deputy, so this is a different category-relative answer.

There is no universal leader hiding in these four lists. The sequence runs Deputy, Homebase, When I Work, and Connecteam from Best through Rising, which turns the ranking into a shortlist architecture rather than a verdict.

Employee Recognition

Open the complete Employee Recognition Best ranking
Best Top 3 · 15 ranked products · 107 sources · 569 mentions
RankProductAIQChatGPTGeminiClaudePerplexitySourcesMentions
1Achievers731122133
2Workhuman6521211828
3Awardco3333342235

In Employee Recognition, Achievers leads at Best AIQ 73. Its assistant positions are ChatGPT #1, Claude #1, and Perplexity #2. It has no category rank from Gemini in this ranking. Its current category evidence records 21 Sources and 33 Mentions. Workhuman is second at Best AIQ 65. Its assistant positions are ChatGPT #2, Gemini #1, Claude #2, and Perplexity #1. Its current category evidence records 18 Sources and 28 Mentions. Awardco is third at Best AIQ 33. Its assistant positions are ChatGPT #3, Gemini #3, Claude #3, and Perplexity #4. Its current category evidence records 22 Sources and 35 Mentions.

The category contains 15 Best-ranked products, 107 Sources and 569 Mentions across all four completed direct questions. The useful signal is not only first place. Workhuman and Awardco preserve distinct assistant patterns beneath Achievers, leaving a 40-point span across the displayed podium. Achievers moves up 2 places to #1. These coverage counts document the evidence footprint; they do not explain rank.

Most Affordable is led by Matter at Most Affordable AIQ 89. Its assistant positions are ChatGPT #1, Gemini #1, Claude #4, and Perplexity #1. Its current category evidence records 25 Sources and 42 Mentions. Matter moves up 1 place to #1. Best is led by Achievers, so this is a different category-relative answer.

Easiest to Set Up is led by HeyTaco at Easiest to Set Up AIQ 68. Its assistant positions are ChatGPT #1, Claude #2, and Perplexity #1. It has no category rank from Gemini in this ranking. Its current category evidence records 5 Sources and 9 Mentions. HeyTaco moves up 5 places to #1. Best is led by Achievers, so this is a different category-relative answer.

Rising is led by Nectar at Rising AIQ 58. Its assistant positions are ChatGPT #1 and Gemini #8. It has no category rank from Claude and Perplexity in this ranking. Its current category evidence records 28 Sources and 44 Mentions. Nectar moves up 14 places to #1. Best is led by Achievers, so this is a different category-relative answer.

This is a four-answer market: Best favors Achievers, price Matter, setup HeyTaco, and momentum Nectar. A combined winner would erase the most practical information in the result.

The HR Readout

The HR results reward precision. Buyers asking a broad recommendation question receive a different map from teams optimizing for cost, deployment, or momentum, and the current edition keeps those answers visibly separate. Continue with the current Rising AIQ report.