Talk to ViVV Labs.
Apply for cohort access. ViVV Labs is an Autonomous Media Agency running paid media across Meta, Google and TikTok with senior strategic oversight.
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Contact Information
Our Locations
New York
London
Email Us
General Inquiries: info@vivvlabs.com
Support: support@vivvlabs.com
Common Questions
Answers to the most common questions about the ViVV platform, architecture and access.
| Dimension | Legacy Stack | ViVV |
|---|---|---|
| Technology | Off-the-shelf tools, manual configuration | Marketing operating system, proven playbooks |
| Architecture | Siloed platforms, no shared state | The system, operating system, continuous learning |
| Learning | Resets with every campaign | Compounding learning across all deployments |
| Execution | Human-paced, batch updates | Autonomous, real-time, cross-platform |
| Oversight | Opaque reporting, delayed feedback | Full audit trail, expert-guided deployment |
What is ViVV?
ViVV is an AI operating system for paid media and an Autonomous Media Agency. ViVV AI orchestrates nine specialist agents built on real marketing playbooks, with a multi-model Council providing consensus on complex decisions, combined with senior human oversight.
- ViVV AI maintains context and coordinates work across the platform.
- Nine specialist agents cover strategy, creative, execution, optimization, audience and analytics.
- The Council provides multi-model consensus on high-stakes decisions before budget is committed.
- Live across Meta, Google, TikTok, LinkedIn and more, with senior human oversight.
ViVV is infrastructure, not a dashboard.
How does the operating system work?
ViVV AI is the orchestrator. It maintains context across your workspace and coordinates nine specialist agents built on playbooks, not prompts. For complex decisions, ViVV AI can consult the Council for multi-model consensus before you commit budget.
- ViVV AI keeps goals, context and task state in one place so you do not switch between tools.
- Specialist agents execute domain work: strategy, creative, execution, optimization, audience and analytics.
- The Council runs leading AI models independently and returns a consensus recommendation on high-stakes calls.
- Every decision is logged and auditable. No opacity.
Orchestration, specialist agents and multi-model consensus in one operating system.
What platforms are supported?
ViVV is live across Meta, TikTok, Google, LinkedIn and more. The system manages cross-platform execution and attribution continuously.
- Meta, including Facebook and Instagram ad surfaces.
- TikTok, including TikTok Shop.
- Google, including Search and Display.
- YouTube, including video and Shorts.
Cross-platform attribution is native, not bolted on.
Is my data safe?
Yes. ViVV connects via read-only API access. All data is encrypted in transit and at rest. The platform processes campaign metrics only; no personally identifiable information (PII) is processed.
- Read-only API access means ViVV cannot make unauthorized changes to your accounts.
- Campaign metrics only. No PII is processed.
- All data is encrypted using industry-standard protocols.
- You can revoke access at any time with one click.
Your accounts remain yours. ViVV operates as a controlled, auditable layer on top.
How do I get access?
Applications are open now. Intake is selective and case-by-case. Apply for platform or cohort access through this page.
- Submit a request through the form on this page or the apply flow.
- Our team reviews your application and current platform setup.
- If approved, we schedule a walkthrough of the architecture and onboarding process.
- Deployment follows shortly after account connection.
Access is selective so every account gets genuine senior attention.
What results has ViVV delivered?
ViVV has driven measurable results in live deployments: 25K to 2.82M followers grown and a 40% CPA reduction on TikTok Shop.
- 25K to 2.82M followers grown across live deployments.
- Grew a YouTube channel from 25,000 to 1.4 million followers.
- Achieved a 40% CPA reduction on TikTok Shop.
- Live deployment across Meta, TikTok, Google, LinkedIn and more.
These are production results, not projections.
How do we work with you?
ViVV Labs is an Autonomous Media Agency powered by an AI operating system. Senior strategists own strategy. ViVV AI and nine specialist agents handle execution. Applications open now. Intake is selective and case-by-case.
- Tier 1: self-serve platform access for in-house teams.
- Tier 2: hybrid configuration with sector playbooks and senior calibration.
- Tier 3: full managed service with human-in-the-loop execution.
- Every decision is logged, explained and visible.
Senior strategy. Autonomous execution. Total transparency.
What does onboarding look like?
Onboarding follows three steps: account connection, platform diagnostic, and system deployment. Most deployments are live within days.
- Step one: connect your ad accounts via secure read-only API access.
- Step two: ViVV runs a full diagnostic across all connected platforms.
- Step three: the system is deployed based on the diagnostic findings.
- Ongoing optimization begins immediately after deployment.
From connection to live deployment in days, not months.
What is an Autonomous Media Agency?
An Autonomous Media Agency uses proprietary software to manage and deploy client media budgets across paid channels with mathematical precision, under continuous senior strategic oversight. At ViVV, ViVV AI orchestrates nine specialist agents and can consult the Council on high-stakes decisions.
- Senior strategists own the strategy layer.
- ViVV AI and nine specialist agents own day-to-day execution.
- The Council provides multi-model consensus before major budget commitments.
- ViVV Labs operates continuously across Meta, Google, TikTok and LinkedIn.
The shift from agency hours to engineered execution is the defining change in paid media.
What is the difference between an AI marketing tool and an Autonomous Media Agency?
Most AI marketing tools assist humans with individual tasks like writing copy, generating images or summarizing data. An Autonomous Media Agency executes end-to-end paid media workflows.
- AI tools assist with isolated tasks. ViVV AI and specialist agents execute the full paid media loop.
- The system plans, allocates budget, reallocates in real time and attributes results.
- The Council can be consulted when decisions are complex or high-stakes.
- Traditional tools do not retain learning across campaigns. ViVV compounds with every deployment.
The difference is structural. Tools assist. The operating system executes.
How does ViVV Labs orchestrate paid media?
ViVV AI coordinates nine specialist agents across every active campaign under senior strategic oversight. For complex decisions, the Council provides multi-model consensus.
- Specialist agents handle planning, creative analysis, audience, budget, forecasting, optimization, analytics and attribution.
- ViVV AI allocates tasks and maintains state awareness across all active campaigns.
- The Council reduces single-vendor dependency on high-stakes recommendations.
- ViVV Labs uses this architecture to run paid media as one coordinated system.
One coordinated operating system, not a collection of disconnected tools.
How is ViVV Labs different from Meta Advantage Plus or Google Performance Max?
Meta Advantage Plus and Google Performance Max are powerful optimization tools, but they only optimize within their own platforms.
- Meta will never recommend you move budget to TikTok. Google will never suggest you reduce Search spend.
- ViVV Labs is platform-agnostic by design and operates across Meta, Google, TikTok and LinkedIn simultaneously.
- Cross-platform budget reallocation happens based on live performance data, with full decision transparency.
- We optimize the business, not the platform.
Platform-agnostic execution is the structural advantage.
Can AI replace a marketing agency?
Not entirely, but the model is changing. Traditional agencies are constrained by human bandwidth. When a key person leaves, knowledge leaves with them.
- ViVV Labs encodes 30+ years of senior operator expertise into playbooks that ViVV AI and specialist agents execute.
- The system scales without adding headcount and retains learnings permanently.
- Senior strategists own strategy. The operating system owns execution.
- Intake is selective and case-by-case so every account gets genuine senior attention.
Senior strategy. Autonomous execution. Total transparency.
What is autonomous media execution?
Autonomous media execution means software that can plan, execute, measure and reallocate paid media budgets without constant human intervention, under continuous senior strategic oversight.
- ViVV AI combines live signal capture, decision speed and codified expertise into one architecture.
- Specialist agents act on live performance signals and reallocate budget in real time.
- The Council can be consulted before high-stakes budget commitments.
- Senior strategists guide the system without bottlenecking execution.
The system acts. It does not wait on weekly check-ins.
What is the difference between ViVV Labs and tools like Manus or Claude?
Manus is a general-purpose autonomous agent. Claude is a foundation model that provides general intelligence. Neither is built specifically for paid media.
- ViVV AI orchestrates nine specialist agents built on real marketing playbooks.
- The Council provides multi-model consensus on complex decisions before budget is committed.
- Foundation models may power components of our infrastructure, but they are the electricity.
- We are the paid media operating system and agency built on top of it.
General intelligence is a foundation. Domain-specific execution is an operating system.
What is a continuous media decision loop?
It is a model where every campaign output feeds back into the next decision. Results do not sit in a report. They sharpen ViVV AI and the specialist agents.
- When a campaign runs, the system measures what worked and updates decision logic automatically.
- Learnings are applied to the next budget shift without requiring manual interpretation.
- The system improves with every execution cycle, not just every planning cycle.
- No human bottleneck between insight and action.
The loop closes. Decisions sharpen. Performance improves continuously.
Does ViVV Labs work with agencies?
Yes. ViVV Labs offers an agency partnership model where we deploy the operating system alongside an existing team.
- Agency clients get ViVV-powered performance across Meta, Google, TikTok and LinkedIn.
- The agency gets a structural advantage that competitors cannot replicate in-house.
- Senior strategic oversight on every account.
- The operating system can be deployed across a full client portfolio.
Agencies that adopt the ViVV Operating System compound their competitive advantage.
Who is ViVV best for?
ViVV is best for teams running paid ads across multiple channels, typically ecommerce brands focused on sales, and creators or media companies growing YouTube and podcast audiences.
- Ecommerce brands using paid social to drive purchases.
- Creators and media teams scaling YouTube subscribers or podcast followers.
- Operators managing two or more paid channels who want one execution layer.
- Teams that want decisions driven by live performance, not gut feel.
If you spend across more than one paid channel, ViVV improves where that budget goes.
Who is ViVV not for?
ViVV is not the right fit for teams looking for organic growth, ad creative production, or copywriting.
- Not a creative studio: ViVV does not produce ad creative or copy.
- Not an SEO or organic social agency.
- Not a brand strategy consultancy.
- Built specifically for paid media execution and budget allocation.
Bring your creative. ViVV handles where it runs and how budget flows.
Can ViVV help if I only run one paid channel today?
Yes, but you will get more value as you expand. With one channel, ViVV uses forecasting to surface where your budget could perform better elsewhere.
- Single-channel accounts get forecasted opportunities for expansion.
- ViVV identifies where incremental dollars are likely to perform best.
- Multi-channel setups unlock real-time cross-channel reallocation.
- Recommendations are based on live signals, not generic benchmarks.
ViVV works hardest when budget can flow across channels.
How quickly can I set up ViVV?
Setup takes minutes once you grant secure account access. Time to first recommendations depends on how much historical data is available across your accounts.
- Account connection completes in minutes via secure account access.
- Data ingestion runs automatically once platforms are connected.
- Faster data access means faster first recommendations.
- Team validates data quality before full execution begins.
Connect accounts in minutes. Recommendations follow as data flows in.
How long does it take to see results with ViVV?
Some teams see early lift within a week. Others see meaningful gains over a few months. Outcomes depend on budget, execution cadence, data quality, and campaign velocity.
- Active, well-funded accounts can see directional lift in days.
- Compounding performance gains typically emerge over weeks to months.
- Higher campaign velocity accelerates the learning loop.
- Cleaner data reduces time spent calibrating before action.
Speed of results scales with budget, cadence, and data quality.
Does ViVV offer a free trial?
No. ViVV does not offer a standalone free trial. Access is application-based.
- Submit an application through our apply page or contact form.
- Our team reviews your business, spend, and platform setup.
- If you are a strong fit, we schedule an onboarding walkthrough.
- Onboarding follows account connection and a platform diagnostic.
Access is selective so every account gets genuine senior attention.
What ad platforms does ViVV support?
ViVV supports Meta, Google, YouTube, TikTok, TikTok Shop, and LinkedIn, managed simultaneously through one execution layer.
- Meta for Facebook and Instagram ad surfaces.
- Google and YouTube for search, video, and Shorts.
- TikTok and TikTok Shop for social and commerce-driven campaigns.
- LinkedIn for B2B targeting and demand capture.
Six platforms, one execution layer.
What do I need before starting with ViVV?
You provide secure account access to your ad platforms. Once connected, ViVV ingests your campaign metrics and starts generating execution recommendations.
- Secure account access to Meta, Google, YouTube, TikTok, TikTok Shop, and LinkedIn where relevant.
- Existing campaign history helps the system learn faster.
- No new tracking pixels, tags, or platform changes required.
- ViVV operates on your data without disrupting your stack.
Secure account access in. Recommendations out.
Where is ViVV available?
ViVV is currently available in the United States, United Kingdom, European Union, and Australia.
- Active across the US, UK, EU, and Australia.
- Cross-market campaigns supported for multi-region teams.
- Regional onboarding is handled directly by the ViVV team.
- Additional regions added based on demand.
Live in four major regions today, with more on the roadmap.
What support options does ViVV offer?
ViVV offers three service tiers. Tier 1 is direct platform access (self-serve). Tier 2 is the operating system configured with sector-specific playbooks and ongoing strategic calibration from senior strategists, while your team handles day-to-day approvals. Tier 3 is full managed service where senior strategists run the system end to end.
- Tier 1, The ViVV Operating System (Self-Serve): direct platform access with AI agents planning, deploying, and optimizing across Meta, Google, TikTok and LinkedIn.
- Tier 2, Hybrid / Configured For You (Light Touch): sector playbooks, senior calibration, and your team handling day-to-day approvals.
- Tier 3, Managed Service (Full Agency): senior strategists run strategy, creative direction, execution, and reporting end to end.
Pick the tier that matches how your team wants to work with the ViVV Operating System.
Have a question not covered here? Reach out directly and our team will respond promptly.
Apply for Cohort Access