§ The result
2 points separate Gloat and Dover.
Within the Sourcing cohort, Gloat edges Dover by 2 points under rubric v1.0, 47 to 45. Gloat leads 4 of the 7 criteria, including Article 11 Technical Documentation, while Dover leads 3, including Bias Audit Transparency. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Dover 34, Gloat 48 — and at a 20% weight it carries 60% of the weighted advantage Gloat holds across the 4 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
Gloat
Gloat is an AI-powered internal talent marketplace and "agentic HR" platform that matches an employer's existing employees to internal job openings, gigs, projects, mentorships, and learning based on inferred skills and career goals.
§ The record
Dover and Gloat 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 Gloat is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | Dover | Gloat |
|---|---|---|
| Price tier | Low | Enterprise |
| Headquarters | US | US |
| Founded | 2019 | 2015 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 36% of the movement so far
Article 11 Technical Documentation
Dover 34 · Gloat 48
2.8 weighted points to Gloat
18% weight · 69% of the movement so far
Bias Audit Transparency
Dover 52 · Gloat 38
2.5 weighted points to Dover
15% weight · 85% of the movement so far
Data Governance Disclosure
Dover 50 · Gloat 58
1.2 weighted points to Gloat
12% weight · 91% of the movement so far
Human Oversight Design
Dover 58 · Gloat 62
0.5 weighted points to Gloat
15% weight · 95% of the movement so far
FRIA Support
Dover 30 · Gloat 28
0.3 weighted points to Dover
12% weight · 98% of the movement so far
Post-Market Monitoring
Dover 44 · Gloat 42
0.2 weighted points to Dover
8% weight · 100% of the movement so far
Customer Documentation
Dover 60 · Gloat 62
0.2 weighted points to Gloat
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -1.6 — the difference between the two totals before either is rounded. Shares are of 7.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -2 beside that -1.6.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Dover minus Gloat.
| Category | Weight | Dover | Gloat | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 34 | 48 | -14 | -2.8 |
| Bias Audit Transparency | 18% | 52 | 38 | +14 | +2.5 |
| FRIA Support | 15% | 30 | 28 | +2 | +0.3 |
| Data Governance Disclosure | 15% | 50 | 58 | -8 | -1.2 |
| Human Oversight Design | 12% | 58 | 62 | -4 | -0.5 |
| Post-Market Monitoring | 12% | 44 | 42 | +2 | +0.2 |
| Customer Documentation | 8% | 60 | 62 | -2 | -0.2 |
| Total | 100% | 45 (F) | 47 (F) | -2 | -1.6 |
§ 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 | Gloat | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 0 | Audit reportSources on the vendor's own domain | 2 | 2 | Sources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 0 | Sources on the vendor's own domain | 3 | 1 | 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 | 21 | 8 | Audit reportSources on the vendor's own domain |
Dover has 17 evidence rows across 7 of 7 criteria — 13 with a source URL, 4 documented absences; Gloat has 29 evidence rows across 7 of 7 criteria — 21 with a source URL, 8 documented absences; some documentation or audit rows for Dover sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 46 evidence rows on file for these two vendors: 17 for Dover, across 3 distinct source domains, and 29 for Gloat, across 1 distinct source domain.
- Rubric
- v1.0
- Dover last reviewed
- July 17, 2026 · HireAIScore editorial team
- Gloat last reviewed
- August 2, 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
Scored against