SemanticRisk • Public Benchmark • 30-day metric window
AI interpretation benchmark by sector
Explore how clearly websites are interpreted, how much their aggregate scores move, and how often material claim-level changes are detected. The publication set and the selected 30-day metric window are related but not identical concepts.
Public Benchmark
Metric window: 30d
Published sectors
12
Sectors meeting public coverage thresholds
Published benchmark contributors
91
Domains in sectors that meet publication rules. The company explorer can list additional panel members for the selected window.
Published benchmark score
56.81 /100
Weighted average across qualifying published sectors
30-day material claim drift
21.2%
Share of stored comparisons in the selected window marked material
How to read this benchmark
Scores are deterministic weighted evaluations on a 0–100 scale. Companies with the same combination of evaluation outcomes may share a score. Score movement measures changes in the aggregate score. Material claim drift measures how often stored comparisons in the selected 30-day window contain a material underlying claim change, which can occur even when the net score does not move. High/Critical rate is a separate severity axis and may be non-zero when material claim drift is zero. The contributor count includes only domains meeting the benchmark’s publication rules; the company explorer can also show panel members still awaiting qualifying data.
Published sectors
Only sectors with enough companies, repeat observations, and scan-day coverage are included in the public benchmark.
| Sector | Companies ⓘ | Observed days ⓘ | Median /100 ⓘ | Average /100 ⓘ | vs benchmark ⓘ | Score movement ⓘ | 30-day material claim drift ⓘ | High/Crit rate ⓘ | Blocked ⓘ |
|---|---|---|---|---|---|---|---|---|---|
| Cybersecurity (CYB)View companies → | 17 | 161 | 56.15 | 56.16 | ▼ 0.65 | Low 0.1008 |
21.5% | 1.2 per 100 days severity axis |
0.4% |
| Retail (RET)View companies → | 5 | 171 | 56.15 | 56.49 | ▼ 0.33 | Moderate 0.1589 |
22.0% | 1.2 per 100 days severity axis |
0.7% |
| Engineering & Industrial (ENG)View companies → | 9 | 162 | 57.75 | 55.92 | ▼ 0.90 | No movement 0.0000 |
23.7% | 0.0 per 100 days severity axis |
0.0% |
| Oil & Gas (OIL)View companies → | 6 | 150 | 63.85 | 58.17 | ▲ 1.35 | No movement 0.0000 |
22.8% | 0.0 per 100 days severity axis |
0.0% |
| Software & Cloud (SWC)View companies → | 5 | 166 | 57.75 | 54.35 | ▼ 2.46 | No movement 0.0000 |
19.4% | 0.0 per 100 days severity axis |
0.0% |
| AI (AI)View companies → | 5 | 138 | 57.75 | 59.02 | ▲ 2.20 | No movement 0.0000 |
14.5% | 0.0 per 100 days severity axis |
0.0% |
| LEGAL (LEGAL)View companies → | 8 | 24 | 56.15 | 56.50 | ▼ 0.32 | No movement 0.0000 |
17.4% | 4.2 per 100 days severity axis |
0.0% |
| SaaS (SAAS)View companies → | 5 | 120 | 56.15 | 56.81 | — near average | High 0.9059 |
25.0% | 1.7 per 100 days severity axis |
0.0% |
| Healthcare (HLT)View companies → | 10 | 120 | 57.75 | 56.63 | ▼ 0.18 | No movement 0.0000 |
28.6% | 0.0 per 100 days severity axis |
0.0% |
| SEMI (SEMI)View companies → | 8 | 33 | 57.75 | 58.64 | ▲ 1.82 | No movement 0.0000 |
9.7% | 0.0 per 100 days severity axis |
1.4% |
| Banking & Financial Services (BFS)View companies → | 8 | 126 | 56.15 | 54.89 | ▼ 1.92 | No movement 0.0000 |
25.0% | 0.0 per 100 days severity axis |
0.0% |
| Fintech (FINTECH)View companies → | 5 | 58 | 63.85 | 60.63 | ▲ 3.82 | No movement 0.0000 |
15.2% | 0.0 per 100 days severity axis |
0.0% |
Publication rules
Public sectors must meet minimum coverage thresholds. Panel membership alone does not make a domain a benchmark contributor.
Min companies: 5
Min observed days: 10
Min observed days: 10
Crawl health
Benchmark quality depends on successful crawl and extraction coverage.
Coverage: 96.7%
Successful scans: 88
Blocked rate: 3.3%
Successful scans: 88
Blocked rate: 3.3%
About this view
The public explorer includes sector data, company scores, crawl health, drift classifications, and a 30-day metric window. Accounts add custom monitored domains, alerts, longer history, and deeper evidence.