The AI-native omnichannel marketing intelligence platform. Mosaic knows every platform, so your team doesn't have to.
The problem
Every ad platform, analytics tool and social network reports differently, defines conversions differently and hides the useful view three menus deep. Mosaic brings that fragmented data into one place, interprets it, recommends the next move and maps the path forward with its own knowledge base and decision layers.
One platform
Four capabilities on one warehouse, so every view agrees with every other.
One view across every channel, refreshed every night: spend, results, search demand, social engagement and how often AI assistants recommend you.
Every creative from every channel, kept in one library and read by Prism: what is in each ad, how it compares with similar ads, why it scores the way it does and what to test next.
Specialist AI models analyze, classify and explain, grounded in your data and approved by your team. Approved moves roll into a weekly report.
Your knowledge base, every creative and every decision with its reason, in one place that outlasts any campaign or team change.
✦ Prism creative intelligence
Prism is Mosaic's creative intelligence agent. It watches every creative in your library, notes what is in it and compares it with similar ads on what it actually achieved. Your team sees what works, why each ad scores the way it does and what to test next, so the next round of creative is built on evidence and your budget backs the ads that earn it.
Every score is tested on ads Prism was not trained on, where it ranks attention and clicks well. Prism does not forecast bookings or revenue; those stay measured in your warehouse.
Multi-model orchestration
No single AI model is good at everything, and none should be trusted with your numbers. Mosaic routes each job to the model built for it, grounds every answer in your warehouse, and keeps people in charge of the decision.
Knowledge base and institutional memory
The context that usually lives in one person's head, or a spreadsheet nobody can find, lives in Mosaic: what you know, what you ran, what you decided and why. New team members start with it on day one.
How it works
Mosaic does the platform work overnight. Your team starts the day with what changed and what to do about it.
Mosaic only reads from your ad, analytics, search and social accounts.
A private warehouse rebuilt every night, with automated quality checks.
Specialist models, guided by your knowledge base, label, stage and score everything.
Specific next moves with the numbers and the reason behind them.
Your team decides; Mosaic remembers why and sends approved moves in a weekly report.
Inside Mosaic
What moved, why it moved and what to do next, on one screen, for every property you run.
Illustrative data.
Organic and AI visibility
Two questions most tools can't answer: which stage of the journey your search and social reach, and what AI assistants tell people when they ask where to go.
Every search query, landing page and organic post sorted into the five stages of awareness, so you can see whether you are creating demand or only catching it.
How often ChatGPT, Gemini, Google AI, Perplexity and Copilot recommend you, who they pick instead, and which facts they get wrong.
Illustrative data.
MCP ready
Mosaic speaks the Model Context Protocol (MCP), the open standard AI assistants use to reach tools. Ask your warehouse anything from Claude, ChatGPT or a private local model, and let specialist services feed and sharpen it.
Illustrative conversation.
Easy for everyone
Mosaic does the platform work, so anyone on the team, from the CMO to a new coordinator, can find the answer in seconds.
No SQL, no pivot tables. Ask a question and get the answer with the numbers behind it.
What moved, why, and what to do next, for every property and channel, on one screen.
Approved moves go out in a weekly email, grouped by property, with a link back to the evidence.
Sign in with Google, invite teammates or clients, and give each the role they need.
Security and compliance
Mosaic reads your most sensitive marketing data, so it is built to hold it carefully: least privilege everywhere, people in control of every decision.
Questions
The short answers. The demo covers the rest.
Mosaic (Marketing Operations, Spend and Analytics Intelligence Core) is the AI-native omnichannel marketing intelligence platform. It brings paid media, organic search, social and AI answer visibility into one warehouse every night, scores every creative, and turns the data into specific recommendations your team approves.
Google Ads, Meta, TikTok, Microsoft Ads, The Trade Desk and Campaign Manager 360 for paid media; Google Analytics 4 and Floodlight for measurement; Google Search Console and Semrush for organic search; Instagram, Facebook and TikTok through Sprout Social for social; and Peec AI for ChatGPT, Gemini, Google AI Overviews, Google AI Mode, Perplexity and Copilot.
Every number is computed in the warehouse with SQL, never by a language model. Specialist models only label, rank and explain. When a model is not confident it abstains and the item is marked for review, and every AI task is scored nightly against hand-labelled gold sets.
Mosaic routes each job to the model built for it instead of asking one model to do everything. A rules engine computes every number in SQL, a classifier model tags campaigns, ads, search queries and AI answers, an analyst model explains and answers questions, and Prism watches and scores every creative. The orchestration layer combines their work, checks it, and hands your team a recommendation to approve.
The knowledge base holds your brand facts, naming conventions, funnel definitions and glossary. Every model reads it before it labels, explains or recommends anything, so answers use your language and your rules, and new team members inherit the same context on day one.
Prism is Mosaic's creative intelligence agent, built to help your team make better creative decisions. It starts from each creative's DNA (how well it hooks, holds and engages) and adds what is in the ad, from the opening seconds to the people, offer, text and sound, then compares it fairly with similar ads. Every creative gets a 0 to 100 Prism Score with the reasons in points, plus findings on what works and ideas for what to test next. Scores are tested on ads Prism was not trained on, where they rank attention and clicks well. Prism does not forecast bookings or revenue; those stay measured in the warehouse.
Yes. Mosaic exposes read-only tools through the Model Context Protocol (MCP), so Claude, ChatGPT and MCP-compatible local models can ask questions, pull reports and read recommendations. Access is switched on per person and every call is logged.
No. Client data is never sold, distributed or used to train AI models. AI features have read-only access and cannot change your data or your ad accounts.
Your brand facts, naming conventions, funnel definitions and glossary, every creative you have run, and every recommendation with the decision your team made and why. That memory stays when people change roles.
Connectors move data and dashboards display it. Mosaic also interprets it: it reconciles definitions across platforms, labels and scores everything, recommends the next move with the evidence behind it, and records what your team decided.
A 30-minute walkthrough on data like yours: what Mosaic connects, what it finds, and how your team approves the next move.