§ The result
Paycom leads SeekOut by 16 points.
Paycom finishes 16 points clear of SeekOut under rubric v1.0 — 50 against 34 — across the ATS-integrated and Sourcing cohorts. Paycom leads 6 of the 7 criteria, including Article 11 Technical Documentation, while SeekOut leads 1, including Bias Audit Transparency. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Paycom 68, SeekOut 35 — and at a 20% weight it carries 41% of the weighted advantage Paycom holds across the 6 criteria on that side of the table.
Vendor profile
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).
Vendor profile
SeekOut
Sourcing platform aggregating public profile data into a searchable talent index, with AI-assisted candidate matching and outreach.
§ The record
Paycom is filed under ATS-integrated AI, SeekOut under Candidate sourcing AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144 and Colorado AI Act. Only Paycom is in scope of Illinois HB 3773.
| Record | Paycom | SeekOut |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | US | US |
| Founded | 1998 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 40% of the movement so far
Article 11 Technical Documentation
Paycom 68 · SeekOut 35
6.6 weighted points to Paycom
15% weight · 64% of the movement so far
Data Governance Disclosure
Paycom 62 · SeekOut 35
4.0 weighted points to Paycom
8% weight · 77% of the movement so far
Customer Documentation
Paycom 60 · SeekOut 35
2.0 weighted points to Paycom
12% weight · 86% of the movement so far
Post-Market Monitoring
Paycom 38 · SeekOut 25
1.6 weighted points to Paycom
12% weight · 93% of the movement so far
Human Oversight Design
Paycom 55 · SeekOut 45
1.2 weighted points to Paycom
15% weight · 98% of the movement so far
FRIA Support
Paycom 30 · SeekOut 25
0.8 weighted points to Paycom
18% weight · 100% of the movement so far
Bias Audit Transparency
Paycom 38 · SeekOut 40
0.4 weighted points to SeekOut
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +15.8 — the difference between the two totals before either is rounded. Shares are of 16.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +16 beside that +15.8.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Paycom minus SeekOut.
| Category | Weight | Paycom | SeekOut | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 68 | 35 | +33 | +6.6 |
| Bias Audit Transparency | 18% | 38 | 40 | -2 | -0.4 |
| FRIA Support | 15% | 30 | 25 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 62 | 35 | +27 | +4.0 |
| Human Oversight Design | 12% | 55 | 45 | +10 | +1.2 |
| Post-Market Monitoring | 12% | 38 | 25 | +13 | +1.6 |
| Customer Documentation | 8% | 60 | 35 | +25 | +2.0 |
| Total | 100% | 50 (F) | 34 (F) | +16 | +15.8 |
§ 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 | SeekOut | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Audit reportSources on the vendor's own domain | 1 | 1 | — |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 0 | 1 | — |
| Data Governance Disclosure | 15% | 2 | 1 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 1 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 0 | 1 | — |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 13 | 7 | Audit reportSources on the vendor's own domain | 5 | 4 | Sources on the vendor's own domain |
Paycom has 20 evidence rows across 7 of 7 criteria — 13 with a source URL, 7 documented absences; SeekOut has 9 evidence rows across 7 of 7 criteria — 5 with a source URL, 4 documented absences.
Provenance
The scores above are documented by 29 evidence rows on file for these two vendors: 20 for Paycom, across 1 distinct source domain, and 9 for SeekOut, across 1 distinct source domain.
- Rubric
- v1.0
- Paycom last reviewed
- July 17, 2026 · HireAIScore editorial team
- SeekOut last reviewed
- May 21, 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.
§ Where next