§ The result
Dover leads ZipRecruiter by 5 points.
Dover scores 45 and ZipRecruiter 40 under rubric v1.0 — a 5-point gap inside the Sourcing cohort. ZipRecruiter takes 2 of the 7 criteria, Article 11 Technical Documentation among them, against 5 for Dover, whose share includes Bias Audit Transparency. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Dover 52, ZipRecruiter 24 — and at an 18% weight it carries 74% of the weighted advantage Dover holds across the 5 criteria on that side of the table.
Vendor profile
Dover
Dover is an AI recruiting platform for startups offering a free applicant tracking system, candidate sourcing via a LinkedIn/Copilot browser extension, OpenAI/Anthropic-powered 0-100 applicant scoring, and a fractional-recruiter marketplace.
Vendor profile
ZipRecruiter
ZipRecruiter is an online employment marketplace whose AI matching engine sends employers' job postings out, alerts matched job seekers and invites them to apply, and labels and ranks applicants (for example as 'Great Match') in the employer's candidate dashboard.
§ The record
Dover and ZipRecruiter are both filed under Candidate sourcing AI. They record no secondary category in common.
Both are in scope of EU AI Act, Colorado AI Act and NYC LL 144. Only ZipRecruiter is in scope of Illinois HB 3773.
| Record | Dover | ZipRecruiter |
|---|---|---|
| Price tier | Low | Mid |
| Headquarters | US | US |
| Founded | 2019 | 2010 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 61% of the movement so far
Bias Audit Transparency
Dover 52 · ZipRecruiter 24
5.0 weighted points to Dover
20% weight · 75% of the movement so far
Article 11 Technical Documentation
Dover 34 · ZipRecruiter 40
1.2 weighted points to ZipRecruiter
12% weight · 81% of the movement so far
Post-Market Monitoring
Dover 44 · ZipRecruiter 40
0.5 weighted points to Dover
8% weight · 87% of the movement so far
Customer Documentation
Dover 60 · ZipRecruiter 54
0.5 weighted points to Dover
15% weight · 92% of the movement so far
FRIA Support
Dover 30 · ZipRecruiter 27
0.4 weighted points to Dover
12% weight · 96% of the movement so far
Human Oversight Design
Dover 58 · ZipRecruiter 55
0.4 weighted points to Dover
15% weight · 100% of the movement so far
Data Governance Disclosure
Dover 50 · ZipRecruiter 52
0.3 weighted points to ZipRecruiter
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +5.3 — the difference between the two totals before either is rounded. Shares are of 8.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +5 beside that +5.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Dover minus ZipRecruiter.
| Category | Weight | Dover | ZipRecruiter | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 34 | 40 | -6 | -1.2 |
| Bias Audit Transparency | 18% | 52 | 24 | +28 | +5.0 |
| FRIA Support | 15% | 30 | 27 | +3 | +0.4 |
| Data Governance Disclosure | 15% | 50 | 52 | -2 | -0.3 |
| Human Oversight Design | 12% | 58 | 55 | +3 | +0.4 |
| Post-Market Monitoring | 12% | 44 | 40 | +4 | +0.5 |
| Customer Documentation | 8% | 60 | 54 | +6 | +0.5 |
| Total | 100% | 45 (F) | 40 (F) | +5 | +5.3 |
§ 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 | Dover | ZipRecruiter | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 2 | 0 | Audit reportSources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Data Governance Disclosure | 15% | 2 | 1 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 2 | 0 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 0 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 13 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain | 28 | 5 | Sources on the vendor's own domainSources on a separate domain |
Dover has 17 evidence rows across 7 of 7 criteria — 13 with a source URL, 4 documented absences; ZipRecruiter has 33 evidence rows across 7 of 7 criteria — 28 with a source URL, 5 documented absences; some documentation or audit rows for Dover and ZipRecruiter sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 50 evidence rows on file for these two vendors: 17 for Dover, across 3 distinct source domains, and 33 for ZipRecruiter, across 6 distinct source domains.
- Rubric
- v1.0
- Dover last reviewed
- July 17, 2026 · HireAIScore editorial team
- ZipRecruiter last reviewed
- September 25, 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