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The cost of trusting public LLMs

Would you bet $5M on a
hallucinating LLM?

If your copilots run only on public data, you’re making high‑stakes decisions on incomplete,
hallucinated, and non‑traceable answers. The brands that win will hook their agents into real
consumer signal, not vibes.

Recognized by Analysts. Trusted by Global Brands
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Why brands need more than LLMs

LLMs need better signals

What generic LLMs miss

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Strong at generating language. Weak on fragmented, fast-moving market reality.

  • Creative text, shallow business understanding
  • Trained on unfiltered internet; prone to hallucinations
  • Can’t trace sources or category‑specific clues
  • Produces noise, not category benchmarks
  • Misses fast, SKU‑level market changes

What Revuze sees

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The signal layer that gives AI real market context to
work from.

  • Market analyst for brands and retailers
  • Purpose‑taught VoC models, >90% precision
  • Every insight traceable to real signals
  • Full‑category, brand, and SKU benchmarking
  • Connects reviews, social, PDPs, care, returns
REVUZE AGENTS · ALWAYS-ON INTELLIGENCE

Agents that watch what teams miss

Revuze Agents handle the tracking work teams already do manually across
launches, issues, competitors, trends, returns, and PDP performance.

tab icon Launch Monitoring

Monitors new product launches across retailers, markets, and social to detect early performance shifts and action points.

tab icon Issue Detection

Detects rising complaints, negative sentiment, and recurring product issues across reviews, returns, care, and social.

tab icon Trend Discovery

Finds fast-growing consumer topics, groups them into themes, and surfaces emerging needs and whitespace opportunities.

tab icon Competitive Monitoring

Tracks competitor launches, pricing, PDPs, claims, and positioning to surface market shifts early.
BUILT FOR PEOPLE AND AI SYSTEMS

One intelligence foundation.
Two ways to access it

Ask Revuze intelligence directly through Vee, or bring the same governed signal
layer into the AI systems your organization already uses.

VEE

Conversational research, grounded in real consumer signals

Ask questions about launches, claims, product issues, trends, competitors, and shopper behavior in natural language. Vee turns Revuze’s validated VoC and category intelligence into clear, traceable answers—with the evidence behind them.

MCP

The missing layer under your AI stack

If your team is building copilots or agentic workflows, Revuze supplies the context public LLMs do not have: what buyers are saying, what changed in the category, where friction sits, and which brand, SKU, retailer, or claim is affected.

Mass Collection, Clear Results

How Revuze turns raw signals
into business decisions

Three layers connect what customers say to what your teams do

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Collect

The Revuze Signal Layer unifies reviews, social, surveys, CSAT, customer care, product catalogs, sales, and more into one market model, mapped to every category, brand, product, SKU, retailer, and market.

Stop stitching sources together. Start from the full picture.

Revuze Signal Layer
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Understand

The Revuze Intelligence Layer’s purpose-built models turn consumer signals into reusable intelligence, revealing return drivers, defect clusters, unmet needs, trend momentum, and competitive benchmarks.

Know what changed, why it changed, and what it means.

Revuze Intelligence Layer
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Decide

The Revuze Action Layer brings market intelligence into AI Agents, Vee, MCP connections, and role-based Action Hubs, so teams and AI assistants make decisions from the same evidence.

One source of truth. Every team ready to act.

Revuze Action Layer
How it goes live
Agents
MCP

From brief to live agent in days

A live agent watching the category, so your team can act while there’s still time.

Step 1: Pick the job

Choose the workflow the agent will run: launch monitoring, issue detection, competitor tracking, trend analysis, sentiment monitoring, or shopper friction.

Step 2: Set the scope

Define the category, brands, SKUs, competitors, retailers, channels, and thresholds the agent should continuously watch.

Step 3: Go live

Start receiving live alerts, benchmarked reports, and recommended actions tied to the exact products and signals that changed.

Step Pick the tools

Step 1: Pick the tools

Choose which Revuze MCP tools you want to expose: launch health checks, PDP diagnostics, sentiment drivers, competitor moves, returns analysis, or shopper friction.

Step Set the endpoint

Step 2: Set the endpoint

Define the Revuze MCP endpoint in your orchestrator, authenticate with your keys, and configure scopes by category, brand, SKU, retailer, channel, and environment (dev, staging, prod).

Step Go live

Step 3: Go live

Start letting your assistants call Revuze tools directly from prompts and workflows, and receive structured responses, benchmarks, and recommendations tied to the exact products and signals that changed.

A proven signal foundation for your AI

The scale behind trusted AI

Revuze is the consumer signal foundation behind the agents, copilots,
and decisions leading brands rely on.

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0 B+
Consumer signals
Consumer signals
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0 M+
Products tracked continuously
Products tracked
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0 K+
Gen-AI insights annually
AI insights yearly
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Consumer categories monitored
Categories tracked
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Connected data sources
Data sources
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Average customer rating
Customer rating
One consumer brain, two ways to plug in
One consumer brain, two ways to plug in

Start with what your
team needs now

Use a Revuze Agent, or connect
Revuze MCP to your own AI.

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