AI communications analysis. Insight, scored.

A multi-channel analysis of how your communications are performing. VEW reads your website, annual report and sustainability report the way AI does, then scores them against ten pillars, identifying inconsistencies, opportunities and improvements.

Why VEW, Why now

AI is now the first reader of your corporate story.

It stitches together fragments from every channel and states the result with confidence. The risk is now measurable.

615x

Variation in citation volume for the same brand across AI platforms. Your visibility depends on which AI a stakeholder uses.

47%

Of enterprise decision-makers have already acted on hallucinated AI content. Mis-readings shape real decisions.

60%+

Of the brand information LLMs cite comes from third-party sources, not your own website. If your channels are unread, AI fills the gaps from elsewhere.

What VEW does

An integrated view of how AI reads you.

01

Reads like an AI does

Simulates how AI retrieves and interprets your website, annual report and sustainability report, identifying any inconsistencies or gaps.

02

Scores every channel

Benchmarks each of your channels against leading practice, identifying opportunities for improvement.

03

Turns findings into action

Provides you with a list of priority fixes, supported with data.

Ten Scoring Pillars

Every channel, scored against the same ten pillars.

Each pillar returns a score out of 100, helping you to identify priority fixes.

Narrative Consistency70/100Strong
Metrics Consistency60/100Acceptable
Risk & Trade-off Consistency71/100Strong
ESG & Sustainability Claims Alignment73/100Strong
Audience Fit by Channel71/100Strong
Tone & Sentiment Drift69/100Acceptable
Governance & Accountability Alignment75/100Strong
Disclosure Completeness / Gaps68/100Acceptable
Terminology & Definitions69/100Acceptable
Proof & Evidence Quality68/100Acceptable
70+ Strong50 to 69 AcceptableBelow 50 Priority

Benefits

What VEW delivers for your team.

Message control

Safeguard against AI misreadings that can damage relations or distort data for the people who shape your valuation and reputation.

Consistency across channels

Ensures that key narratives match across websites, annual reports, and sustainability reports, eliminating harmful contradictions.

Opportunities for improvement

Identifies weaknesses and unaddressed topics to align your text with leading practice.

Audience precision

Communications tuned to the audiences that actually matter, confirmed by the AI that is reading you.

A measurable baseline

A scored starting point, helping you track progress as your communications improve.

Future-proofing

Readiness for an AI-mediated stakeholder landscape, across all models your audiences use.

How it works

Four steps from upload to action.

01

Upload

Website, annual report and sustainability report.

02

Analyse

VEW runs individual and cross-document analysis across the ten pillars.

03

Score

Overall score and pillar-level bands surface inconsistencies, gaps and ambiguities.

04

Act

Prioritised recommendations and concrete actions, ready for the next reporting cycle.