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SemanticRisk • Public Interpretation Assurance Explorer • 14-day window
Compare what AI understood — and how stable it was
Separate current interpretation position, aggregate score movement, material claim drift, and event severity across the live benchmark.

Displayed panel average

average current score across 0 companies with a qualifying result in this view

Companies with score movement

0
of 0 companies with a qualifying score in this 14-day window

Material model comparisons

0
stored comparisons marked material across currently measured companies

High/Critical events

0
severity events recorded across currently measured companies
Three different questions: Position asks how the current score compares with the displayed panel average. Movement asks how much the aggregate score changed during the selected window. Claim drift asks whether stored model comparisons changed materially, even when the aggregate score stayed the same. High/Critical rate is a separate severity axis. These measures should not be treated as interchangeable.
Why this matters: AI visibility tells you whether a company appears. SemanticRisk examines what was understood, how that interpretation compares, and whether the underlying claims remained stable. Open a company record to inspect the source-to-claim evidence chain.

Companies measured in this 14-day window

0 ranked from 91 benchmark participants • 91 without a qualifying score in this window
Company Sector Score /100 ⓘ Position vs panel average ⓘ Score movement ⓘ 14-day material claim drift ⓘ High/Crit rate ⓘ Latest qualifying score
No companies produced a qualifying score in this window.
Unavailable in this 14-day window — 91 companies
These benchmark participants did not produce a qualifying score in the selected window. They may have an older score, a blocked or failed scan, or a preflight-only result.
CompanySectorStatus
abnormal.aiView latest capture status → AI No qualifying score in 14d
adp.comView latest capture status → Engineering & Industrial No qualifying score in 14d
aecon.comView latest capture status → Engineering & Industrial No qualifying score in 14d
ambiencehealthcare.comView latest capture status → Healthcare No qualifying score in 14d
amd.comView latest capture status → SEMI No qualifying score in 14d
americanexpress.comView latest capture status → Banking & Financial Services No qualifying score in 14d
arcticwolf.comView latest capture status → Cybersecurity No qualifying score in 14d
atlassian.comView latest capture status → SaaS No qualifying score in 14d
aws.amazon.comView latest capture status → Software & Cloud No qualifying score in 14d
azure.microsoft.comView latest capture status → Software & Cloud No qualifying score in 14d
bankofamerica.comView latest capture status → Banking & Financial Services No qualifying score in 14d
bechtel.comView latest capture status → Engineering & Industrial No qualifying score in 14d
boeing.comView latest capture status → Engineering & Industrial No qualifying score in 14d
capitalone.comView latest capture status → Banking & Financial Services No qualifying score in 14d
catonetworks.comView latest capture status → Cybersecurity No qualifying score in 14d
cigna.comView latest capture status → Healthcare No qualifying score in 14d
clevelandclinic.orgView latest capture status → Healthcare No qualifying score in 14d
clicktherapeutics.comView latest capture status → Healthcare No qualifying score in 14d
cloud.google.comView latest capture status → Software & Cloud No qualifying score in 14d
cloudflare.comView latest capture status → Cybersecurity No qualifying score in 14d
cn.caView latest capture status → Engineering & Industrial No qualifying score in 14d
column.comView latest capture status → Fintech No qualifying score in 14d
conocophillips.comView latest capture status → Oil & Gas No qualifying score in 14d
crowdstrike.comView latest capture status → Cybersecurity No qualifying score in 14d
definitivehc.comView latest capture status → Healthcare No qualifying score in 14d
descope.comView latest capture status → Cybersecurity No qualifying score in 14d
digitalocean.comView latest capture status → Software & Cloud No qualifying score in 14d
disco.coView latest capture status → LEGAL No qualifying score in 14d
eliseai.comView latest capture status → AI No qualifying score in 14d
enbridge.comView latest capture status → Oil & Gas No qualifying score in 14d
endorlabs.comView latest capture status → Cybersecurity No qualifying score in 14d
eni.comView latest capture status → Oil & Gas No qualifying score in 14d
equinor.comView latest capture status → Oil & Gas No qualifying score in 14d
everlaw.comView latest capture status → LEGAL No qualifying score in 14d
exxonmobil.comView latest capture status → Oil & Gas No qualifying score in 14d
fluor.comView latest capture status → Engineering & Industrial No qualifying score in 14d
fortinet.comView latest capture status → Cybersecurity No qualifying score in 14d
glean.comView latest capture status → AI No qualifying score in 14d
gsk.comView latest capture status → Healthcare No qualifying score in 14d
harvey.aiView latest capture status → LEGAL No qualifying score in 14d
homedepot.comView latest capture status → Retail No qualifying score in 14d
hubspot.comView latest capture status → SaaS No qualifying score in 14d
huntress.comView latest capture status → Cybersecurity No qualifying score in 14d
ibm.comView latest capture status → Software & Cloud No qualifying score in 14d
intel.comView latest capture status → SEMI No qualifying score in 14d
ironcladapp.comView latest capture status → LEGAL No qualifying score in 14d
jacobs.comView latest capture status → Engineering & Industrial No qualifying score in 14d
jnj.comView latest capture status → Healthcare No qualifying score in 14d
jpmorganchase.comView latest capture status → Banking & Financial Services No qualifying score in 14d
kiewit.comView latest capture status → Engineering & Industrial No qualifying score in 14d
legitsecurity.comView latest capture status → Cybersecurity No qualifying score in 14d
litera.comView latest capture status → LEGAL No qualifying score in 14d
marvell.comView latest capture status → SEMI No qualifying score in 14d
medtronic.comView latest capture status → Healthcare No qualifying score in 14d
mercbank.comView latest capture status → Banking & Financial Services No qualifying score in 14d
micron.comView latest capture status → SEMI No qualifying score in 14d
moderna.comView latest capture status → Healthcare No qualifying score in 14d
monday.comView latest capture status → SaaS No qualifying score in 14d
nvidia.comView latest capture status → SEMI No qualifying score in 14d
nxp.comView latest capture status → SEMI No qualifying score in 14d
onetrust.comView latest capture status → Cybersecurity No qualifying score in 14d
osler.comView latest capture status → LEGAL No qualifying score in 14d
paloaltonetworks.comView latest capture status → Cybersecurity No qualifying score in 14d
payabli.comView latest capture status → Fintech No qualifying score in 14d
paypal.comView latest capture status → Fintech No qualifying score in 14d
petsmart.comView latest capture status → Retail No qualifying score in 14d
plaid.comView latest capture status → Fintech No qualifying score in 14d
qualcomm.comView latest capture status → SEMI No qualifying score in 14d
ramp.comView latest capture status → Fintech No qualifying score in 14d
relativity.comView latest capture status → LEGAL No qualifying score in 14d
roche.comView latest capture status → Healthcare No qualifying score in 14d
salesforce.comView latest capture status → SaaS No qualifying score in 14d
shopify.comView latest capture status → SaaS No qualifying score in 14d
staples.comView latest capture status → Retail No qualifying score in 14d
sublime.securityView latest capture status → Cybersecurity No qualifying score in 14d
target.comView latest capture status → Retail No qualifying score in 14d
td.comView latest capture status → Banking & Financial Services No qualifying score in 14d
teck.comView latest capture status → Engineering & Industrial No qualifying score in 14d
tenable.comView latest capture status → Cybersecurity No qualifying score in 14d
thetalake.comView latest capture status → Cybersecurity No qualifying score in 14d
thomsonreuters.comView latest capture status → LEGAL No qualifying score in 14d
ti.comView latest capture status → SEMI No qualifying score in 14d
totalenergies.comView latest capture status → Oil & Gas No qualifying score in 14d
upwind.ioView latest capture status → Cybersecurity No qualifying score in 14d
usbank.comView latest capture status → Banking & Financial Services No qualifying score in 14d
vanta.comView latest capture status → Cybersecurity No qualifying score in 14d
veza.comView latest capture status → Cybersecurity No qualifying score in 14d
virtueai.comView latest capture status → AI No qualifying score in 14d
walmart.comView latest capture status → Retail No qualifying score in 14d
wellsfargo.comView latest capture status → Banking & Financial Services No qualifying score in 14d
witness.aiView latest capture status → AI No qualifying score in 14d

What the free explorer includes

Current scores, panel position, recent scan records, drift classifications, crawl status, and up to 14 days of history for benchmark companies.

What a reviewed assessment adds

A human-reviewed interpretation summary, extracted claims, public evidence, model differences, crawl observations, and prioritized recommendations for one company.
Order review — US$299

What paid monitoring adds

Longer history, alerts, exports, competitor watchlists, scheduled reports, claim-level evidence, and custom domains.
From benchmark to evidence-backed action

See how AI systems interpret your company — and what public evidence may be shaping the result.

Start with a one-time AI Interpretation Review. No subscription is required.
Diagnostic boundary: SemanticRisk reports observations produced by a controlled monitoring pipeline. Model interpretations and extracted claims are not independently verified company facts. See the canonical monitoring definition, see how semantic differences are classified, or read the score guide.