Agentic Marketing Analytics
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Attribution MCP
You
AI

Here's your Q1 channel performance. Google drove the most revenue at $1.24M on $156K spend (7.9x ROAS). LinkedIn had the lowest cost per conversion at $589 despite lower volume.

Spend vs Revenue by Channel
Google
$156K
$1,242K
7.9x
Meta
$61K
$487K
8.0x
LinkedIn
$61K
$310K
5.1x
Organic
$0K
$518K
--
Direct
$0K
$892K
--
X
$107K
$75K
0.7x
Spend Revenue
Revenue Share
$3.7M Total Revenue
Google Direct Organic Meta LinkedIn X
ChannelSpendConvRevenueROASCost/Conv
Google$156,1771,253$1,241,5007.9x$125
Meta$60,959425$487,2008.0x$143
LinkedIn$60,927103$310,1075.1x$589
Organic$0312$518,300----
Direct$0574$892,100----
X$107,43526$74,8500.7x$4,061
Total$385,4992,992$3,694,9109.6x$129
Attribution MCP
You
AI

Here's your Q1 first-time purchaser breakdown from Shopify. Meta drove the most new customers (812) but Google's first-time buyers had 34% higher AOV and a 28% repeat rate within 60 days. Also: 340 first-time purchasers from the last 30 days aren't in any Klaviyo welcome flow yet.

1,847
New Customers
$186K
First Purchase Rev
$101
Avg AOV
22%
60-Day Repeat Rate
ChannelNew CustRevenueAOV60d RepeatCPA
Meta812$73K$9018%$28
Google524$63K$12128%$41
Organic287$30K$10524%--
Email134$13K$9631%$2
TikTok90$7K$7511%$52
Revenue Split
$484K Total
First-time: $186K Returning: $298K
K
Klaviyo gap detected: 340 first-time Shopify purchasers from the last 30 days aren't in any welcome or post-purchase flow. View list
Attribution MCP
You
AI

Found Acme Corp - 4 visitors, $48K closed-won deal, 22.9x ROAS on $2.1K in attributed ad spend. Here's the full journey with HubSpot deal stage progression.

$48K
Revenue
$2.1K
Ad Cost
22.9x
ROAS
62
Days to Close
HubSpot Deal Pipeline
Lead
Jan 12
14d
MQL
Jan 26
19d
SQL
Feb 14
15d
Opp
Mar 1
14d
Closed Won
Mar 15
Marketing Touchpoints
Jan 12
Blog: 'Attribution for B2B'
Organic
Jan 19
Clicked 'B2B Guide' ($0.82 CPC)
LinkedIn Ad
Jan 26
Pricing page viewed
Direct
Feb 3
'Data Export Tool' ($1.24 CPC)
Google Ad
Feb 14
Webinar: 'Beyond Last Click'
Content
Feb 21
Pricing page viewed
Direct
Mar 1
Demo Requested
Direct
Mar 15
Contract signed - $48,000
Direct
Touchpoints by Channel
Direct
4 visits
LinkedIn
2 visits
Google
1 visits
Organic
1 visits
Content
1 visits
4 unique visitors across 9 touchpoints
Attribution MCP
You
AI

ROAS shifts significantly by model. Meta looks strongest under first touch (10.2x) because it often initiates journeys, but drops to 8.0x under last touch. Google gains from 5.7x to 8.1x because it closes deals that other channels started. LinkedIn drops from 6.7x to 3.6x, suggesting it drives awareness rather than conversions.

ROAS by Attribution Model
Google
First Touch
5.7x
Last Touch
8.1x
Linear
6.9x
Meta
First Touch
10.2x
Last Touch
8.0x
Linear
9.1x
LinkedIn
First Touch
6.7x
Last Touch
3.6x
Linear
5.2x
X
First Touch
0.3x
Last Touch
0.7x
Linear
0.5x
First TouchLast TouchLinear
ChannelFT ROASLT ROASLinear ROASFT→LT Shift
Google5.7x8.1x6.9x+2.4x
Meta10.2x8.0x9.1x-2.2x
LinkedIn6.7x3.6x5.2x-3.1x
X0.3x0.7x0.5x+0.4x
Organic--------
Direct--------
Attribution MCP
You
AI

Based on your Q1 data, here are three high-impact moves. The biggest opportunity is reallocating X (Twitter) spend - it's returning $0.70 for every $1 spent. Shifting that budget to Meta and Google, which aren't showing saturation yet, should lift blended ROAS from 9.6x to an estimated 12.1x.

9.6x
Current ROAS
12.1x
Projected ROAS
$385K
Budget
no change
+$960K
Proj. Revenue
Recommended Spend Reallocation
Google+$42K
Now
$156K
Rec
$198K
Meta+$35K
Now
$61K
Rec
$96K
LinkedIn-$10K
Now
$61K
Rec
$51K
X-$67K
Now
$107K
Rec
$40K
Recommended Actions
HIGHCut X spend by 63%
0.7x ROAS. Reallocate $67K to Google and Meta which both show 8x+ returns.
MEDIncrease Meta budget by 57%
Highest first-touch ROAS (10.2x) and no signs of saturation in conversion paths.
MEDTrim LinkedIn by 16%
Strong awareness driver but 5.1x ROAS. Shift $10K to Google retargeting.