Side-by-side · Rubric v1.0
Paycom vs Textkernel
Paycom
Paycom is a single-database human capital management and payroll platform whose applicant tracking system automates recruiting with resume parsing, keyword/knockout candidate filtering, automated correspondence, generative job-description writing, and a command-driven AI data-query engine (IWant).
Substantial gaps
ATS-integrated
Textkernel
Textkernel provides AI-powered CV/resume and job parsing, semantic search, and candidate-job matching technology (including the acquired Sovren engine) embedded inside ATS, job board, and HR systems.
Substantial gaps
Sourcing
The result
1 point separates Textkernel and Paycom.
Textkernel (Sourcing) edges Paycom (ATS-integrated) by 1 point under rubric v1.0, 51 to 50. Paycom takes 2 of the 7 criteria, Article 11 Technical Documentation among them, against 5 for Textkernel, whose share includes Bias Audit Transparency. One criterion, Bias Audit Transparency, is both the widest raw gap (Paycom 38, Textkernel 55) and the heaviest weighted swing, and at 18% weight it makes up 70% of the weighted advantage Textkernel holds across the 5 criteria it leads.
Criteria won
7 criteria
- Paycom2
- Textkernel5
- Widest raw gap
- Bias Audit Transparency38 vs 55
- Heaviest weighted swing
- Bias Audit Transparency18% weight
Keep this comparison
Both scores and all 7 criteria, side by side, in your inbox.
The record
Categories, scope and company facts.
Paycom is filed under ATS-integrated AI, Textkernel under Candidate sourcing AI. They also share 1 secondary category: Screening.
Both are in scope of
| Record | Paycom | Textkernel |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | US | NL |
| Founded | 1998 | 2001 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight38% of the movement so far
Paycom38Textkernel553.1 weighted points to Textkernel
- 2
Article 11 Technical Documentation
20% weight71% of the movement so far
Paycom68Textkernel552.6 weighted points to Paycom
- 3
Data Governance Disclosure
15% weight84% of the movement so far
Paycom62Textkernel551.1 weighted points to Paycom
- 4
Human Oversight Design
12% weight91% of the movement so far
Paycom55Textkernel600.6 weighted points to Textkernel
- 5
FRIA Support
15% weight95% of the movement so far
Paycom30Textkernel320.3 weighted points to Textkernel
- 6
Post-Market Monitoring
12% weight98% of the movement so far
Paycom38Textkernel400.2 weighted points to Textkernel
- 7
Customer Documentation
8% weight100% of the movement so far
Paycom60Textkernel620.2 weighted points to Textkernel
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -0.7 — the difference between the two totals before either is rounded. Shares are of 8.0 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -1 beside that -0.7.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Paycom minus Textkernel, coloured for whichever of the two it favours.
| Category | Weight | Paycom | Textkernel | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 68 | 55 | +13 | +2.6 |
| Bias Audit Transparency | 18% | 38 | 55 | -17 | -3.1 |
| FRIA Support | 15% | 30 | 32 | -2 | -0.3 |
| Data Governance Disclosure | 15% | 62 | 55 | +7 | +1.1 |
| Human Oversight Design | 12% | 55 | 60 | -5 | -0.6 |
| Post-Market Monitoring | 12% | 38 | 40 | -2 | -0.2 |
| Customer Documentation | 8% | 60 | 62 | -2 | -0.2 |
| Total | 100% | 50F | 51F | -1 | -0.7 |
Evidence
Cited sources and documented absences, criterion by criterion.
An absence is a finding, not a blank: the reviewer looked for a named artefact and recorded that it is not located. Where a source sits is a fact about hosting only.
| Criterion | Weight | Paycom | Textkernel | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Audit reportSources on the vendor's own domain | 2 | 1 | Audit reportSources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| Data Governance Disclosure | 15% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 13 | 7 | Audit reportSources on the vendor's own domain | 13 | 5 | Audit reportSources on the vendor's own domain |
Paycom has 20 evidence rows across 7 of 7 criteria — 13 with a source URL, 7 documented absences; Textkernel has 18 evidence rows across 7 of 7 criteria — 13 with a source URL, 5 documented absences.
Provenance
The scores above are documented by 38 evidence rows on file for these two vendors: 20 for Paycom, across 1 distinct source domain, and 18 for Textkernel, across 1 distinct source domain.
- Rubric
- v1.0
- Paycom last reviewed
- July 17, 2026 · HireAIScore editorial team
- Textkernel last reviewed
- June 7, 2026 · HireAIScore editorial team
HireAIScore scores are editorial research, not legal advice, and no vendor pays for placement, scoring or removal — see the methodology, conflicts policy and terms.