Cross-channel performance
Compare channels and business outcomes with clear sources and metric definitions.
Explore the platformEvery channel.
Every channel.
One picture.
Mosaic is a marketing intelligence platform for teams across industries. Bring marketing performance, Prism creative intelligence and artificial intelligence (AI) visibility into one working view. Understand what changed, see what deserves attention and decide what to do next.
GGoogle Ads
MMeta Ads
TTikTok Ads
TDThe Trade DeskTrade Desk
AGoogle Analytics 4GA4
SSearch Console
@Organic Social
✦AI Answer EnginesAI Answers
Mosaic intelligence
PerformanceSee results in contextChannels, outcomes and reporting periods
Prism creative intelligenceFind the next testCreative patterns alongside performance
RecommendationsReview the evidenceBusiness context, options and your decision
- Paid MediaGoogle Ads
- Paid MediaMeta Ads
- Paid MediaTikTok Ads
- Paid MediaMicrosoft Ads
- Paid MediaThe Trade Desk
- Paid MediaCampaign Manager 360
- MeasurementGoogle Analytics 4
- MeasurementFloodlight conversions
- Organic SearchGoogle Search Console
- Organic SearchLanding pages (GA4)
- Organic SocialInstagram
- Organic SocialFacebook
- Organic SocialTikTok
- Organic SocialSprout Social
- AI ToolsClaude
- AI ToolsChatGPT
- AI ToolsLocal models
- AI ToolsJev by TypeSafe
- AI ToolsPeec AI
- AI ToolsSemrush
- AI Answer EnginesChatGPT
- AI Answer EnginesGemini
- AI Answer EnginesGoogle AI Overviews
- AI Answer EnginesGoogle AI Mode
- AI Answer EnginesPerplexity
- AI Answer EnginesCopilot
Marketing intelligence that connects the picture.
Bring reporting, creative review, discovery and planning into a shared workflow. Start with your business questions, then agree on the sources and measures needed to answer them.
Prism creative intelligence
Review what ads communicate, compare similar creative and plan specific tests.
Search and AI visibility
See how people find your brand in search and how it appears in sampled AI answers.
Planning and recommendations
Review spend pacing, supporting evidence and business constraints before deciding.
Decision history
Keep the reason and the evidence alongside the choice your team made.
Assistant access and governance
Ask questions of approved reports through supported, read-only assistant connections.
Where Mosaic fits.
Different businesses ask different marketing questions. These are examples of how to frame a review with Mosaic, rather than industry-specific packages or customer results.
Retail and ecommerce
Review purchases, product-focused creative and paid-media spending.
Professional services and business-to-business
Distinguish inquiries from qualified leads and review the content that supports them.
Travel and hospitality
Keep bookings, reservation requests and experience inquiries distinct.
Multi-location businesses
Compare campaigns and outcomes across locations with consistent definitions.
Agencies and multi-brand teams
Use a consistent review framework while keeping each brand’s context and measures separate.
We confirm data availability, account access and metric definitions during scoping. The examples do not imply dedicated integrations for sales, inventory or booking systems.
One fictional business. A concrete walkthrough.
The examples below follow Maison Solenne, a fictional luxury hotel. Its rooms, dining and wellness views illustrate the workflow; they do not define Mosaic’s product category. For another business, we scope the channels, outcomes and reporting context around its needs.
All ads, data, scores and recommendations in this walkthrough are illustrative. No customer data is used, and demo controls do not change accounts or campaigns.
Try the sample dashboardMeasure what matters to your business.
Purchases, bookings and inquiries answer different business questions. Bring your results together without treating every action as the same kind of conversion.
- Compare spend consistentlyCompare channel spending over the same dates and in the same currency.
- Know where each result comes fromKeep conversions reported by ad platforms separate from outcomes recorded on your website.
- Check what a conversion meansDistinguish an inquiry from a completed purchase. Agree on each outcome’s definition before comparing results.
Maison Solenne1–28 Sep 2026 · illustrative
One view. Distinct measures.
- Paid media · all business units
- $108,000
- Website room bookings · all sources
- 360
- Booked room value · all sources
- $540,000
- Dining reservation requests
- 180
- Spa inquiries
- 96
These outcomes are reported separately. Booked room value is not collected revenue and does not show which bookings advertising caused.
From channel results to the next decision.
Bring reporting, creative review and recommendations into one workflow. Each view helps answer a different marketing question, with shared context for your team’s review.
Where did the budget go?
See how spending is divided across paid channels. Compare business outcomes while keeping their definitions and sources distinct.
Maison Solenne1–28 Sep 2026
- Paid search$48,60045%
- Paid social$37,80035%
- Programmatic$21,60020%
Total paid media$108,000
Illustrative spend. Organic traffic and AI visibility are measured separately.
Creative intelligence ✦ Prism
Keep your ads in one library. Review their content and performance alongside similar ads, then identify the next variation to test.
Maison SolenneFictional hotel campaign
Generated ad concepts with illustrative scores, not measured results from these images.
What should we test?
Turn a change in performance into a specific test. Review the evidence, the proposed action and the reason behind it.
Creative test
Test a clearer suite headline
The “Space To Be You” ad’s click-through rate fell from 1.6% to 1.2% across two 7-day periods. Average frequency rose from 2.4 to 3.8.
See the proposed next step
Possible explanation: The audience may be responding less after repeated exposure. Other changes in targeting or measurement could also explain the decline.
Proposed test or action: Test “Sea-View Suite” as a new headline for the “Space To Be You” ad. This is a variation of the same ad, not a separate campaign. Keep the image, audience and test budget fixed, then compare click-through rates before increasing spend.
Demo only. No account or campaign changes.
Why did we make that decision?
Keep a record of what your team approved, what it deferred and why, so the next review builds on the last one.
Maison SolenneExample decision history
- Approved test: “Sea-View Suite”A new headline for “Space To Be You,” not a new campaign.
- Deferred: dining budget increaseConfirm tables before treating requests as sales.
- Definition saved: spa inquiryA request for information, not a treatment sold.
Illustrative history. No real decisions or customer information.
Understand what your creative communicates.
Make the next test clear.
Prism helps teams review creative patterns, compare similar ads and turn observations into specific tests. See the message, format and call to action alongside performance, then decide what to try.
- Understand what each ad communicatesReview the subject, setting, message and format. For video, analysis depends on access to the video itself, not just its cover image.
- Compare similar adsCompare each ad’s performance with ads that share its channel, objective and format.
- Group repeated adsSee where the same creative runs across ad sets and placements without treating every copy as a different idea.
- Make the next test specificChoose one change to test, such as the headline, offer or call to action. For video, that might be the opening. Your team decides what to try.
A creative score helps prioritize what to review. It does not prove why performance changed or predict bookings or revenue.
“A Calmer, Brighter You”Maison Solenne · WellnessGenerated concept, not a customer ad
Example score
What is visible
- A guest, a sea-view pool and a quiet setting.
- A short wellness headline.
- No explicit spa call to action in this concept.
A question to investigateDoes the next step feel as clear as the setting?Creative hypothesis, not a measured performance claim.
Test nextTest the call to action “Explore The Spa.”Keep the image and audience unchanged. Compare inquiry rates before choosing a version.
Stop / HoldNot applicable to a stillBookings / revenueNot predicted by this score
The score and review are illustrative examples, not AI evaluations of this generated image.
Evidence first.
Interpretation second.
Mosaic uses artificial intelligence (AI) to organize creative, explain changes and suggest tests. Each recommendation keeps the supporting data separate from the possible explanation.
Maison Solenne · illustrative
Observed: the “Space To Be You” ad’s click-through rate fell while frequency rose.
Possible explanation: people may be responding less after seeing the ad repeatedly. Targeting or measurement changes could also explain the decline.
Proposed test: try “Sea-View Suite” as a new headline for the same ad, with the image, audience and test budget unchanged.
Source dataMetrics are calculated from connected data, rather than invented by a model.
EvidenceBusiness contextBrand information and agreed definitions help explain what the results mean.
ContextSpecialist analysisDifferent models organize creative, review ads and explain performance changes.
InterpretationYour teamReview a recommendation and its limitations before deciding what to do.
DecisionAI recommendations depend on the available data and need human review. The examples here do not guarantee a performance improvement.
Decision historyFictional example
Maison Solenne · illustrative decision history. The demo controls below do not update this record.
- Creative decisionApprove the “Sea-View Suite” headline testTest a new headline for “Space To Be You” while keeping the image, audience and budget unchanged.
- Budget decisionDefer a dining-budget increaseReconcile reservation requests with confirmed tables first.
- Business definitionA spa inquiry is not a treatment soldUse the same definition in the dashboard and the report.
Keep the reason beside the decision.
Keep the ad, its results and your team’s reasoning together. Anyone reviewing a decision can see what was known at the time and why the team chose that next step.
Brand knowledgeApproved facts and shared definitions.
Decision historyThe choice, its reason and the evidence available then.
Creative archiveCreative assets and related records, kept according to your retention policy.
Review snapshotsThe results and open questions your team reviewed at the time.
From setup to your next decision.
Start with the accounts and results that matter to your business. Then follow a repeatable process for reviewing performance, planning tests and recording decisions.
- Step 1Choose your data sources
Select the marketing accounts to connect, confirm access and choose the results you want to track.
- Step 2Align your metrics
Use consistent dates and currencies, and confirm what each source counts as a conversion.
- Step 3Compare creative performance
Compare each ad’s performance with similar ads by channel, objective and format.
- Step 4Plan your next test
Choose one change to test, decide what stays the same and define how you will measure the result.
- Step 5Record your decision
Save what your team approved or declined, along with the reason and supporting evidence.
Approving a recommendation does not execute a campaign change. Campaign-management agents remain a separate planned layer.
See performance in context.
Explore the fictional Maison Solenne dashboard. Switch between rooms, dining and wellness to see the relevant metrics, trends and recommended next steps for each business unit. The sidebar shows the app’s menu for context; it is not active navigation in this demo.
Maison Solenne
1–28 Sep 2026 · total paid media $108,000
Showing Rooms & suites demo data.
Paid media · Rooms & suites$72,000−10.0% vs. previous period
Website bookings360+12.5% vs. previous period
Spend / outcome ratio$200−20.0% · not attributed cost
Booked room value$540,0001080 room nights · not collected revenue
Website booking events, not occupancy. Booked room value is not collected revenue or revenue attributed to advertising. Spend per outcome divides media spend by recorded outcomes. It does not show what each result cost to acquire.
1–28 Sep 20264–31 Aug 2026
Creative from the same campaign
Recommended next step Demo
Creative test
Test a clearer suite headline
The “Space To Be You” ad’s click-through rate fell from 1.6% to 1.2% across two 7-day periods. Average frequency rose from 2.4 to 3.8.
See the proposed next step
Possible explanation: The audience may be responding less after repeated exposure. Other changes in targeting or measurement could also explain the decline.
Proposed test or action: Test “Sea-View Suite” as a new headline for the “Space To Be You” ad. This is a variation of the same ad, not a separate campaign. Keep the image, audience and test budget fixed, then compare click-through rates before increasing spend.
Demo only. No account or campaign changes.
Fictional hotel, generated creative and illustrative data. Not a customer case study or a forecast. This interactive example follows Mosaic’s dashboard layout. It is not a screenshot of a customer account.
See how people discover your brand.
Compare searches for your brand with broader category searches. Then review whether AI-generated answers mention your business and describe it accurately.
Branded and nonbranded search
In this fictional example, are people searching for “Maison Solenne” by name, or looking more broadly for “coastal spa stays”?
- Branded searches
- 7,200 clicks
- Nonbranded searches
- 4,800 clicks
Next step: Nonbranded searches account for 40% of this example’s organic clicks. Review the pages those visitors reach before deciding what content to create.
Illustrative organic-search clicks over the same 28-day period. Brand and discovery queries do not overlap; paid clicks are excluded.
Brand visibility in AI answers
In this fictional example, the hotel appears in 52 of 100 illustrative AI answers to a fixed set of questions.
ChatGPT12 / 2060%
Gemini10 / 2050%
Google AI Overviews11 / 2055%
Perplexity13 / 2065%
Copilot6 / 2030%
Next step: Two sampled answers cite an old spa-closing time. Verify the current hours, then update the hotel pages those answers cite.
This sample is illustrative, not a measure of market share. Updating a source page does not guarantee that AI answers will change.
Maison Solenne · 1–28 Sep 2026 · all figures illustrative.
Ask questions about your marketing data.
Use a supported assistant to ask questions about data stored in Mosaic. The Model Context Protocol (MCP) connector provides read-only access to approved reports, so answers can include the source and reporting period.
Get answers with context.
- Use data already in MosaicQuestions use stored reporting data. They do not trigger a new download from your advertising platforms.
- Control who can use the connectorAdministrators grant access to individual team members. Confirm the available tools and accounts during setup.
- Keep account changes separateThe connector reads reports and recommendations. It does not edit campaigns or change advertising budgets.
Maison Solenne · fictional assistant conversation
Summarize Maison Solenne's last 28 days without mixing bookings and inquiries.
Illustrative warehouse answer1–28 Sep 2026
Total paid media spend was $108,000 (−10.0%). Rooms recorded 360 website bookings and $540,000 in booked room value across all website sources.
Dining had 180 reservation requests. Wellness had 96 spa inquiries. These are different outcomes, not extra room bookings.
What should the creative team investigate?
The “Space To Be You” ad’s click-through rate fell from 1.6% to 1.2% across two 7-day periods. Average frequency rose from 2.4 to 3.8.
Test “Sea-View Suite” as a new headline for the “Space To Be You” ad. This is a variation of the same ad, not a separate campaign. Keep the image, audience and test budget fixed, then compare click-through rates before increasing spend.
This test can help investigate the decline. It does not prove that the headline caused it.
Illustrative conversation using fictional data. This example does not query a live model or customer account.
See where your budget is heading.
Compare spend against plan, identify changes in pacing and review campaign schedules, spending limits and business constraints before reallocating budget. A spending projection is a planning input, not a forecast of revenue.
Maison SolenneIllustrative spend pacing
- Spend after 28 days
- $108,000
- Monthly plan
- $120,000
- Projected month-end spend
- $115,714
- Projected amount under budget
- $4,286
In this fictional hotel example, confirm that rooms are available for the dates being promoted and that advertised rates are current. This demo does not connect to live booking or inventory systems.
Projected spend if the average daily rate continues. Not a revenue forecast or a recommended budget allocation. Calculation: spend so far ÷ elapsed days × days in the month.
Keep control of access to your data.
Understand who can access your reports, how assistant connections work and which service providers handle data. Review the setup against your requirements before connecting accounts.
Controlled account accessSet who can view reports, manage settings and use assistant connections.
Read-only connector toolsAssistant tools read approved reports without editing campaigns or budgets.
Server-side credentialsConnection credentials stay on the server, rather than in browser code.
Review your requirementsAgree on data retention, service providers, access and hosting before connecting your accounts.
This site uses fictional examples. No customer creative, records or credentials are used in the hotel demonstration.
Frequently asked questions
What Mosaic does, how the examples work and what to expect from a demo.
What is Mosaic Signal?
Mosaic Signal is the brand behind Mosaic, a marketing intelligence platform that brings performance reporting, Prism creative intelligence, search and AI visibility, planning context and recommendations into one review workflow.
Who is Mosaic designed for?
Mosaic is designed for teams reviewing marketing across channels, brands or business units. We start with your questions and scope the available sources, outcomes and access. The industry examples on this page are possible review contexts, not customer results or dedicated industry packages.
Is Mosaic only for hotels?
No. Mosaic is a marketing intelligence platform, not hotel-management software. The walkthrough uses a fictional hotel to show how reporting, creative review and recommendations work together. We scope data sources and metrics around each business.
Which accounts can I connect?
During setup, we confirm the platforms you use, the access available and the metrics you need. Supported fields, refresh schedules and third-party fees depend on the selected connections and account permissions.
How does Prism use creative intelligence?
Prism organizes creative observations and helps teams compare ads with the same channel, objective and format. It suggests specific tests for human review. A creative score does not prove why performance changed or predict revenue.
Does approving an example change a campaign?
No. The buttons on this website demonstrate the review process only. Nothing is saved or sent. Agents that manage campaigns are planned separately and are not part of this demonstration.
How is subscription pricing determined?
Public plans are not available yet. Pricing will depend on connected accounts, data storage, creative processing, AI usage, third-party data and support. Contact us to discuss the scope your team needs.
What happens when I request a demo?
The demo link takes you to our contact section. Open an email draft or copy our address into your preferred email service. Tell us about your business and the questions you want to answer, and we will arrange a walkthrough. Nothing is submitted or booked automatically.
Is Maison Solenne a real customer?
No. Maison Solenne is a fictional luxury hotel created for this demonstration. Its ads, data, scores and recommendations are illustrative, not customer results.
What does the dashboard measure?
The hotel example shows paid media spend, website room bookings, booked room value, dining reservation requests and spa inquiries. These outcomes are reported separately. Website bookings are not automatically attributed to advertising, and booked value is not collected revenue.
Are the creative scores real evaluations of these images?
No. The scores shown here illustrate the Prism interface. They are not AI evaluations of the generated artwork. Video attention measures do not apply to these still-image concepts, and the scores do not predict bookings or revenue.
Are “Sea-View Suite” and “Space To Be You” separate campaigns?
No. “Space To Be You” is the current headline of the fictional suite ad. “Sea-View Suite” is a proposed headline variation for that same ad. The recommendation is to test the headline while keeping the image, audience and test budget unchanged. No results are claimed for the proposed variation.
Does the budget example forecast revenue?
No. It projects month-end spending at the current average daily rate. It does not predict revenue, bookings or a return on investment. Review campaign schedules and business priorities before changing a budget.
See Mosaic in action.
Email us about your business, the channels you use and the questions you want to answer. We will arrange a walkthrough of Mosaic’s reports, creative insights and recommendations.
No email app? Copy the address into your preferred email service. Opening a draft or copying the address does not send a message or book a meeting.