§ The result
Metaview leads RecruitBot on all 7 criteria.
Metaview finishes 17 points clear of RecruitBot under rubric v1.0 — 54 against 37 — across the Screening and Sourcing cohorts. Metaview takes all 7 criteria and RecruitBot none of them; the nearest contest is Article 11 Technical Documentation, Metaview 38 to RecruitBot 33. One criterion, Bias Audit Transparency, is both the widest raw gap (Metaview 80, RecruitBot 22) and the heaviest weighted swing, and at 18% weight it makes up 62% of the weighted advantage Metaview holds across the 7 criteria it leads.
Vendor profile
Metaview
Metaview is an AI recruiting platform whose agents transcribe and summarize interviews into structured notes and scorecards, and whose Application Review feature screens and ranks inbound applicants against an auto-generated Ideal Candidate Profile with fit ratings.
Vendor profile
RecruitBot
RecruitBot is an AI sourcing platform that searches a proprietary database of 655M+ candidate profiles, re-ranks results with machine learning trained on each recruiter's star ratings, and automates personalized email outreach.
§ The record
Metaview is filed under Screening AI, RecruitBot 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 Metaview is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | Metaview | RecruitBot |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | GB | US |
| Founded | 2018 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 62% of the movement so far
Bias Audit Transparency
Metaview 80 · RecruitBot 22
10.4 weighted points to Metaview
15% weight · 73% of the movement so far
Data Governance Disclosure
Metaview 60 · RecruitBot 48
1.8 weighted points to Metaview
12% weight · 80% of the movement so far
Human Oversight Design
Metaview 60 · RecruitBot 50
1.2 weighted points to Metaview
20% weight · 86% of the movement so far
Article 11 Technical Documentation
Metaview 38 · RecruitBot 33
1.0 weighted points to Metaview
12% weight · 91% of the movement so far
Post-Market Monitoring
Metaview 48 · RecruitBot 40
1.0 weighted points to Metaview
15% weight · 97% of the movement so far
FRIA Support
Metaview 33 · RecruitBot 27
0.9 weighted points to Metaview
8% weight · 100% of the movement so far
Customer Documentation
Metaview 62 · RecruitBot 55
0.6 weighted points to Metaview
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +16.9 — the difference between the two totals before either is rounded. Shares are of 16.9 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +17 beside that +16.9.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Metaview minus RecruitBot.
| Category | Weight | Metaview | RecruitBot | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 38 | 33 | +5 | +1.0 |
| Bias Audit Transparency | 18% | 80 | 22 | +58 | +10.4 |
| FRIA Support | 15% | 33 | 27 | +6 | +0.9 |
| Data Governance Disclosure | 15% | 60 | 48 | +12 | +1.8 |
| Human Oversight Design | 12% | 60 | 50 | +10 | +1.2 |
| Post-Market Monitoring | 12% | 48 | 40 | +8 | +1.0 |
| Customer Documentation | 8% | 62 | 55 | +7 | +0.6 |
| Total | 100% | 54 (F) | 37 (F) | +17 | +16.9 |
§ 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 | Metaview | RecruitBot | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 0 | Audit reportSources on a separate domain | 3 | 1 | — |
| FRIA Support | 15% | 1 | 1 | — | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 3 | 0 | Sources on the vendor's own domain | 6 | 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 | 3 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 0 | Audit reportSources on a separate domain | 4 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 13 | 3 | Audit reportSources on the vendor's own domainSources on a separate domain | 25 | 6 | Sources on the vendor's own domainSources on a separate domain |
Metaview has 16 evidence rows across 7 of 7 criteria — 13 with a source URL, 3 documented absences; RecruitBot has 31 evidence rows across 7 of 7 criteria — 25 with a source URL, 6 documented absences; some documentation or audit rows for Metaview and RecruitBot sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 47 evidence rows on file for these two vendors: 16 for Metaview, across 2 distinct source domains, and 31 for RecruitBot, across 2 distinct source domains.
- Rubric
- v1.0
- Metaview last reviewed
- June 7, 2026 · HireAIScore editorial team
- RecruitBot 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