HR AI Index
September 2026 Edition · The permanent record of this edition. The unqualified address always carries the latest edition.
Index Talent acquisition Recruitment marketing › Enterprise September 2026 Edition

Recruitment marketing and career sites for enterprise buyers

Asked as “recruitment marketing platform”, and as “career site builder”, on behalf of an enterprise B2B company. 51 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing
Clear leader
41% of first choices, clear leader.

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.

01The standing

Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
01Phenom41%12%51endorsed leader
02Greenhouse8%6%32accepted challenger
03Avature6%8%25accepted challenger
04iCIMS6%16%25accepted challenger
05Symphony Talent6%17%23accepted challenger
06Bullhorn6%24%21accepted challenger
07SmartRecruiters4%9%23accepted challenger
08Beamery2%15%33accepted challenger
09Joveo2%0%16accepted challenger
10Handshake2%0%10accepted challenger
Show the three products at 0%, ordered by negative rate
13Lever0%50%12criticized challenger
12Workday Recruiting0%40%10criticized challenger
11Radancy0%36%11criticized challenger
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its vendor page.

Recommended versus criticized

Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.

Criticized challengerCriticized default
Negative label rate →
01
02
03
04
05
06
07
08
09
10
11
12
13
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01Phenom41%
02Greenhouse8%
03Avature6%
04iCIMS6%
05Symphony Talent6%
06Bullhorn6%
07SmartRecruiters4%
08Beamery2%
09Joveo2%
10Handshake2%
11Radancy0%
12Workday Recruiting0%
13Lever0%

02What they warned about

Two of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Grok 4.1 Fast, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2 and MiniMax M2.5 changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Phenom
12%
6 of 51 labels negative · 6 of 12 models · 2 hard negative
“Platforms to Avoid for Predictable Costs ... less predictable without strict volume commitments” Kimi K2, budget prompt
Lever
50%
6 of 12 labels negative · 5 of 12 models · 4 hard negative
“The "Enterprise" Trap: Avoid These for Predictability ... **Lever:** Charges based on headcount, but requires a custom quote.” GLM 4.7 FlashX, budget prompt
Beamery
15%
5 of 33 labels negative · 5 of 12 models · 1 hard negative
“Platforms to Avoid for Predictable Costs ... less predictable without strict volume commitments” Kimi K2, budget prompt
Bullhorn
24%
5 of 21 labels negative · 5 of 12 models · 1 hard negative
“Why avoid: While popular in staffing agencies, Bullhorn has serious enterprise limitations” Kimi K2, negative prompt

03What they cite

Citations exist only for the models that return a source list: twelve of the twelve in this edition, and all six flagship models on the expanded tier.

Sites the answers cite

66 of 72 answers in this category came back with a source list, from 12 of 12 models: citations where the model returns them, or the search results it consulted. 5 of those lists are Google grounding redirects that name no site and are left out of the counts. 922 links across 250 sites, every framing counted. Ranked by the number of answers carrying the site or page.

40 answers · 65 citations · 11 models
vendor site · Joveo37 answers · 45 citations · 10 models
vendor site · Select Software Reviews29 answers · 34 citations · 9 models
27 answers · 62 citations · 11 models
27 answers · 28 citations · 10 models
vendor site · MokaHR23 answers · 37 citations · 10 models
vendor site · Built In22 answers · 26 citations · 9 models
16 answers · 16 citations · 7 models
13 answers · 13 citations · 8 models
vendor site · Pin11 answers · 18 citations · 6 models
vendor site · Noon11 answers · 16 citations · 6 models
vendor site · Phenom10 answers · 16 citations · 6 models

Pages the answers cite

The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.

04How they answered

Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ModelDirect“What is the best recruitment marketing platform for an enterprise B2B company?”Paraphrase“Which career site builder would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade recruitment marketing platforms and how do they differ?”Budget-constrained“What is the best recruitment marketing platform for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating a recruitment marketing platform. What should we look at?”Negative“Which recruitment marketing platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5MokaHR, Phenom
Three alternativesAvature, Beamery, SmartDreamers
PhenomChanged
Four alternativesOngig, SmartRecruiters, Symphony Talent, iCIMS
no first choice
Five alternativesAvature, Beamery, Jobylon, Joveo, Symphony Talent
iCIMSno first choiceagainst: Beamery, SmartDreamers, TalentLyft
GPT-5.4 miniPhenom
Five alternativesAppcast, Beamery, Bullhorn, Greenhouse, Handshake
iCIMS Career SitesChanged
One alternativeGreenhouse
no first choice
Five alternativesBeamery, PageUp, Phenom, SmartRecruiters, iCIMS
against: Workable
Appcast
One alternativePhenom
no first choicenothing named
Gemini 3.5 FlashBeamery
Three alternativesEightfold AI, Gem, Phenom
PhenomChanged
Three alternativesHappydance, Radancy, iCIMS Candidate Experience
against: Squarespace, Webflow, WordPress
Phenom
Six alternativesAvature, Beamery, Eightfold AI, Joveo, Radancy, iCIMS
Phenom
Two alternativesAvature, Teamtailor
no first choiceagainst: Breezy HR, JazzHR, Recruitee, Workable
Perplexity SonarPhenom
Four alternativesBeamery, Greenhouse, Joveo, Symphony Talent
PhenomHeld
Five alternativesAvature, Ongig, SmartRecruiters, Symphony Talent, iCIMS
Phenom
Nine alternativesAppcast, Avature, Beamery, Greenhouse, Handshake, Joveo, SmartRecruiters, Symphony Talent, iCIMS
against: Bullhorn
Avature
One alternativePhenom
against: Beamery
no first choiceagainst: AppVault, ConveyIQ, Lever, LinkedIn Talent Solutions, Manatal, SmartRecruiters, TalentLyft, Workable
Grok 4.1 FastGreenhouse
Three alternativesBeamery, Bullhorn, Phenom
PhenomChanged
Three alternativesGreenhouse, SmartRecruiters, iCIMS
against: Lever
Beamery, Phenom
Four alternativesAvature, Greenhouse, SmartRecruiters, Symphony Talent
against: iCIMS
Workable
Three alternativesGreenhouse, JazzHR, SmartRecruiters
against: Lever, Manatal
no first choice
Four alternativesBullhorn, Greenhouse, Lever, Recruitee
against: Appcast, Bullhorn, Manatal, Phenom, Radancy, Symphony Talent, Teamtailor, Workday Recruiting
Mistral SmallBullhorn, Phenom
Two alternativesGreenhouse, Joveo
Phenom, Symphony TalentChanged
One alternativeiCIMS
no first choice
Eight alternativesAvature, Beamery, Bullhorn, Greenhouse, Joveo, Phenom, SmartRecruiters, Symphony Talent
Avature, Phenom
Two alternativesGreenhouse, Symphony Talent
no first choiceagainst: Phenom, Symphony Talent
DeepSeek V4 FlashGreenhouse, Phenom
Three alternativesBeamery, Bullhorn, Handshake
PhenomChanged
Two alternativesSmartRecruiters, iCIMS
Phenom
Seven alternativesAvature, Beamery, Joveo, Paradox, SmartRecruiters, Symphony Talent, iCIMS
Avature
Three alternativesBeamery, Phenom, SmartRecruiters
against: Greenhouse, JazzHR, Lever, Manatal, Recruitee, Zoho Recruit
no first choiceagainst: Oracle Recruiting, Oracle Taleo, Radancy, SAP SuccessFactors Recruiting, Workday Recruiting, iCIMS
Llama 4 MaverickJoveo
Six alternativesAvature, Bullhorn, Greenhouse, Handshake, MokaHR, Phenom
Phenom, Symphony Talent, iCIMSChangedno first choiceBullhorn, Greenhouse, Handshake
Two alternativesPhenom, Symphony Talent
no first choiceagainst: Phenom, Symphony Talent
Qwen 3.7 FlashJobvite, SmartRecruiters
Three alternativesCareerArc, Junction, SeekOut
PhenomChanged
Two alternativesSymphony Talent / TalentBrew, iCIMS
Phenom
Three alternativesAvature, Beamery, Symphony Talent
Manatal, ZipRecruiter
Three alternativesRecruhr, Workday Recruiting, iCIMS
against: Beamery, Phenom
no first choiceagainst: Bullhorn, HubSpot, Salesforce Recruiting Cloud, Squarespace, Wix, WordPress
Kimi K2Phenom, Symphony Talent
Three alternativesBeamery, Greenhouse, iCIMS
PhenomChanged
Two alternativesCareerSiteCloud Enterprise, Radancy
Phenom
Seven alternativesAvature, Beamery, Joveo, Radancy, SmartRecruiters, Symphony Talent, iCIMS Attract
SmartRecruiters, iCIMS
One alternativeWorkday Recruiting
against: Avature, Beamery, Greenhouse, Lever, Phenom
no first choiceagainst: Bullhorn, Cornerstone OnDemand, Jobvite, Oracle Taleo, Radancy, SAP SuccessFactors Recruiting, Workday Recruiting, iCIMS
GLM 4.7 FlashXPhenom
Three alternativesBullhorn, Greenhouse, Joveo
PhenomHeld
Four alternativesAvature, MokaHR, SmartRecruiters, iCIMS
Beamery
Three alternativesGreenhouse, LinkedIn Talent Solutions, Phenom
Manatal
Three alternativesEightfold AI, Workable, Workday Recruiting
against: Avature, Beamery, Lever, SmartRecruiters, iCIMS
no first choiceagainst: Bullhorn, CareerBuilder, Oracle, SAP SuccessFactors, Workable, Workday Recruiting
MiniMax M2.5Bullhorn, Greenhouse
Three alternativesHandshake, Joveo, Phenom
MokaHR, PhenomChanged
Three alternativesGreenhouse, Lever, Workday Recruiting
Phenom
Three alternativesAvature, Beamery, SmartRecruiters
Phenom
Three alternativesAvature, Beamery, iCIMS
no first choiceagainst: Phenom, Radancy, Symphony Talent, Teamtailor
Bold is the first choiceAlternatives are counted; the count opens them.What the answer argued against

05The record

One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency. Full answer text is in the free responses file. Download the record
Seventy-two rows: every prompt, every model, every answer.
PromptModelVersion stringTime (UTC)SearchedSourcesLatency
Direct recommendationClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 18:03yes98 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 18:41yes36 s
Direct recommendationGemini 3.5 Flashgemini-3.5-flash2026-09-17 22:04yes1545 s
Direct recommendationPerplexity Sonarsonar2026-09-17 20:04yes205 s
Direct recommendationGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 21:09yes2718 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-09-17 17:52yes55 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 21:18yes721 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 19:16yes53 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 18:49no034 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-09-17 19:23yes1020 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 21:03yes3151 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 19:48yes512 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 18:48yes98 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 21:15yes24 s
ParaphraseGemini 3.5 Flashgemini-3.5-flash2026-09-17 21:58yes1551 s
ParaphrasePerplexity Sonarsonar2026-09-17 19:52yes205 s
ParaphraseGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 19:14yes3218 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-09-17 19:34yes54 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-17 20:33yes2837 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 18:35yes53 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 21:42yes515 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-09-17 20:57yes2037 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 17:59yes1174 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 21:18yes544 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 20:11yes99 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 20:54yes712 s
ComparativeGemini 3.5 Flashgemini-3.5-flash2026-09-17 20:05yes2229 s
ComparativePerplexity Sonarsonar2026-09-17 19:51yes208 s
ComparativeGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 20:32yes2815 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-09-17 20:17yes57 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 20:08yes2029 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 21:26yes52 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 18:01yes534 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-09-17 18:55yes1431 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 19:42yes2550 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 19:10yes2555 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 21:38yes168 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 20:36yes44 s
Budget constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 21:59yes1953 s
Budget constrainedPerplexity Sonarsonar2026-09-17 18:26yes207 s
Budget constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 20:08yes3752 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 20:44yes76 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 19:15yes2842 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 21:09yes52 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 19:56yes13108 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 21:15yes2532 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 17:59yes2754 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 20:14yes18104 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 17:57yes1814 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 19:24no010 s
Scale constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 18:30no016 s
Scale constrainedPerplexity Sonarsonar2026-09-17 18:05yes208 s
Scale constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 21:37yes1913 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 18:12no08 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-17 18:25yes2791 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 18:27yes53 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 18:50yes532 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 21:36yes1428 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 18:05yes1457 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 19:04yes523 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 20:33yes188 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 21:45no06 s
Negative framingGemini 3.5 Flashgemini-3.5-flash2026-09-17 22:07yes1454 s
Negative framingPerplexity Sonarsonar2026-09-17 20:19yes197 s
Negative framingGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 18:22yes2214 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-09-17 20:53yes53 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-17 19:16yes2378 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 20:50yes53 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 20:02no040 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-09-17 20:59yes2839 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 20:12yes2645 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 20:08yes2241 s

Normalization in this category

Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.

Category-scoped readings
Ceipal read as Ceipal ATS
Eightfold read as Eightfold AI
SAP read as SAP SuccessFactors
Workday read as Workday Recruiting
iCIMS Talent Cloud read as iCIMS
Unresolved, counted raw
AppVault
CareerSiteCloud Enterprise
ConveyIQ
Happydance
Junction
Recruhr
Salesforce Recruiting Cloud
Symphony Talent / TalentBrew
TMP TalentBrew
Talemetry/Jobvite
iCIMS Candidate Experience (formerly Attrax)
iCIMS Career Sites
Discontinued, still offered
No shut-down product was recommended here.
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