Where brand and topic intelligence come together.

A fixed-cost read on what people say about one brand or topic – across the open web and the AI answer engines your customers now ask first. Sentiment, perception, and share of voice, delivered fast.

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Sample CV Snapshot Brand format

Consumer sentiment · at a glance

Behavioral sentiment Strong 74%

Negative sentiment 8%

Share of voice vs. category Above avg

AI answer-engine presence Partial

One illustrative view. Every CV Snapshot is scoped to a single brand or topic – this is an example of the read you receive.

~15 days

from kickoff to delivered snapshot

Fixed cost

economical entry point, credited later

Brand or topic

choose the focus that fits your question

Web + AI

open web plus the AI answer engines

Fast. Focused. Effective.

Sometimes you just need a quick, reliable read – before you commit.

The Consumer Voice (CV) Snapshot is Metric Centric’s entry-level research program: an affordable way to check a single competitor, brand, or topic before you invest resources in a new product, campaign, or market. It’s designed to be deployed quickly and priced for businesses of any size.

Whether you’re benchmarking a direct competitor or concentrating on a specific industry concern, the CV Snapshot turns audience sentiment and perception into a decision-ready read – including how the AI answer engines describe you, so you see not just what people say, but what ChatGPT, Gemini, Perplexity, and Google’s AI Overviews say when someone asks.

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Want to see a sample CV Snapshot? We can walk you through a client's story and their deliverable.

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What every CV Snapshot includes

Everything you need to establish a market baseline.

A focused analysis that combines brand perception and topic intelligence into one decision-ready deliverable. Built to provide clear direction for what’s next.

Brand format

Center it on one brand

Benchmark a single company, product, or competitor. Ideal for a fast gut-check on how your brand – or a rival's – is perceived before a launch, pitch, or investment.

Competitor benchmarking Reputation check Campaign spot-check

Topic format

Center it on one topic

Zero in on an industry theme, issue, or category. Ideal for early market research, business development, and understanding the conversation around a concern before you enter it.

Market research Category scan Issue tracking

The data behind it: Purely conversational data collected across the open web – blogs, forums, news, review sites, and social – combined with how the leading AI answer engines represent your brand or topic. Typical lookback of 3–6 months, geotargetable to any state, country, or international region.

How teams put it to work

A quick answer, whatever you need it for.

From early market research to spot-checking a live campaign, here’s how clients use the CV Snapshot – and how they scale it into deeper analysis when they’re ready.

Test before you invest

A reliable check on a competitor, brand, or topic before you commit resources to a new product, service, or market.

Spot-check a campaign

Gauge how a planned or in-market campaign is landing across audiences and AI answers – and course-correct early.

Prove the case for more

Use it to gauge whether deeper research is worth it – then credit the spend toward a scorecard or full study.

Where the CV Snapshot fits

The quickest way in – with room to grow.

Need to benchmark against competitors on fixed KPIs? Explore the Social Intelligence Scorecards. Ready for the full picture? Step up to a CMA – your snapshot spend comes with you.