Seizing the CPG Moment: Discover how leading brands are winning Grocery and Health & Household with multi-platform strategies and precision targeting in H2 2026.

The Pacvue Agent User Guide: From First Prompt to Governed Action

Early access brands using Pacvue Agent saw 200x faster execution on key workflows and 80x faster time to insight. Get the guide built from the actual prompts, best practices, and use cases teams are using today.

See what's inside

Inside the Report

The best-practices playbook. 10 prompting best practices, each with a vague vs. better example, so you can see exactly what a stronger prompt looks like.

See the best practices.

The skills breakdown. Eight specialized skills working together in one conversation: report building, data analysis, recommendations, actions, AMC query building, AMC audience building, AMC report analysis, and Pacvue Guidance.

Explore the agentic skills.

The prompt library. Copy-and-adapt prompts organized by use case: performance diagnosis, budgeting and efficiency, commerce operations and inventory, and competitive share of voice.

See prompting in action.

More retailers, more data, and more pressure to prove results keep piling up. Most teams are pulling reports manually, waiting on SQL, and reacting to performance fires instead of getting ahead of them. Time that should go toward strategy gets consumed by process.

See how Pacvue Agent closes the gap

Pacvue Agent answers in plain language, but the quality of the answer still depends on the quality of the question. The guide covers 5 core principles, from being specific about scope to stating your goal, plus 10 best practices with real vs. vague examples for each.

See the best practices

Pacvue Agent does not just hand back a table of numbers. It can plan, act, observe, and refine in one loop, but every action still goes through your guardrails, so your team can move fast and still account for every change.

See how execution works

Pacvue Agent is raising the standard for AI in commerce media. It’s helping us manage media performance faster, save time, and surface more actionable insights.

David Khoshpasand Sr. Performance Marketing Manager, Amazon at Hasbro
the pacvue difference

Delivering commerce outcomes at scale for +70,000 brands and agencies

All case studies
tab-label
tab-label
tab-label
tab-label
tab-label
tab-label
tab-label
tab-label
L’Oréal UK and Publicis Media UK connected retail readiness signals directly to media execution through Pacvue’s Commerce Media OS, ensuring ad spend was dynamically concentrated on in-stock, Buy Box-eligible listings.
+1.42x Increase in ROAS
+1.44x Increase in CTR
Read the case study
To accelerate new-to-brand growth across Japan’s top retail media platforms, Itsumo deployed Pacvue as its AI-powered commerce OS, integrating Sponsored Ads, Amazon DSP, and AMC to remove SQL bottlenecks and activate audiences at speed.
76% Increase in NTB Customers
124% Increase in sales
20% Increase in SOV
Read the case study
With Pacvue’s Commerce Operating System, Revlon’s Mitchum brand and Horizon Media connected media investment with real-time commerce signals to shift from reactive adjustments to proactive, full-funnel Amazon growth.
13% Average weekly revenue lift
+19 Improvement in Best Seller Rank (BSR)
5% Paid Search Revenue Lift
Read the case study
By syncing Pacvue’s Commerce and Advertising solutions, Duracell implemented profitability-aware automation including Net PPM%, Buy Box, and inventory rules to protect margins and recover $1M+ in lost revenue on Amazon in six months.
$1M+ Recovered revenue in six months
93% Total quantity success rate
20% Increase in buy box ownership
Read the case study

Ask it like you’d ask a coworker.

Download the report
10 prompting best practices
8 specialized skills
Copy-and-adapt prompts by use case

*Results based on data collected from a limited set of early access participants using Pacvue Agent during an initial testing period. Individual results will vary based on factors specific to each user’s environment. The performance improvements and time savings referenced are not guaranteed and do not represent typical or average results for all users. Pacvue makes no representation that any particular user will achieve the same or similar outcomes.