Salesforce can't answer it solo.
Google/Facebook/LinkedIn Ads (clicks, spend, UTMs) in Salesforce is only one input; the campaign review stalls without closed-won deals alongside it.
Build a Closed-Loop Ad Attribution Agent withSalesforce, LinkedIn Ads, and HubSpot
Your campaign review is only as fresh as the slowest tab. Marketing reports on MQLs; Sales cares about revenue. Yet the inputs sit split across LinkedIn Ads / HubSpot / Salesforce.
Three tools, three tabs, and nothing reconciles Google/Facebook/LinkedIn Ads (clicks, spend, UTMs).
Now your agent can fix it.
Now your agent can fix it.
LinkedIn Ads tells a different story.
What LinkedIn Ads knows about closed-won deals rarely flows back to Salesforce. Two tools, one unreconciled gap.
HubSpot is the early-warning nobody reads.
By the time calculate cost-per-opportunity in HubSpot reaches the campaign review, the window to act has usually shut.
Under The Hood
Match ad clicks to CRM leads from Salesforce, LinkedIn Ads, and HubSpot in one prompt, nothing to stitch. Already connected.
01
Query match ad clicks to CRM leads from Salesforce (system of record)
Google/Facebook/LinkedIn Ads (clicks, spend, UTMs)
02
Check closed-won deals from LinkedIn Ads (ad platform)
Salesforce/HubSpot (leads, opportunities, closed-won revenue)
03
Query calculate cost-per-opportunity from HubSpot (system of record)
live system of record records, joined on the shared key
output
Agent-ready output
Match ad clicks to CRM leads and closed-won deals, calculate cost-per-opportunity and cost-per-customer by campaign, returned as one rundown closed-loop ad attribution ranks for you.
The Context Store
Google/Facebook/LinkedIn Ads (clicks, spend, UTMs) and the rest of LinkedIn Ads / HubSpot / Salesforce, already one record.
To match ad clicks to CRM leads, the Context Store pre-joins Google/Facebook/LinkedIn Ads (clicks, spend, UTMs), Salesforce/HubSpot (leads, opportunities, closed-won revenue) across LinkedIn Ads / HubSpot / Salesforce and 2 more on the campaign key. One query, one truth.
Your agent queries one surface instead of three APIs. Faster responses, lower cost per query, and results that work because the relationships were built before you asked the question.
SHARED KEY5 SOURCESONE VIEWLIVE READS
The Prompt
Copy. Paste.
a Closed-Loop Ad Attribution Agent
Two steps. Your data, your results, under 60 seconds.
01install
Connect the Airbyte Agent MCP02copy and run
Run my campaign review: pull Google/Facebook/LinkedIn Ads (clicks, spend, UTMs), Salesforce/HubSpot (leads, opportunities, closed-won revenue) from Salesforce, LinkedIn Ads, and HubSpot and summarize.
SETUP
The Airbyte Agent MCP exposes 5+ of your tools as one queryable layer.
WORKFLOW
check connectors, connect Salesforce, LinkedIn Ads, and HubSpot, query Google/Facebook/LinkedIn Ads (clicks, spend, UTMs), Salesforce/HubSpot (leads, opportunities, closed-won revenue), reconcile per campaign, summarize. Missing tools tell you how to link them. A one-off connect step.
TASK
Match ad clicks to CRM leads and closed-won deals, calculate cost-per-opportunity and cost-per-customer by campaign. Deliver a rundown I can paste into the campaign review. Ranked, sourced, one action per item.The Outcome
Closed-Loop Ad Attribution in a single pass. No 2-hour tab marathon. Now your agent can fix it.
10x
Faster
~10x. Closed-loop ad attribution drops from a 2-hour chore to one query.
90%
Cheaper to run
90% off the build cost: 5 sources already licensed, nothing extra to match ad clicks to CRM leads.
3 -> 1
Tools, one query
3 sources, 1 prompt: Salesforce, LinkedIn Ads, and HubSpot reconciled before closed-loop ad attribution runs.
Based on internal benchmarks comparing Context Store queries to sequential API calls across equivalent datasets.
01 · Output
Ranked, not dumped
Closed-Loop Ad Attribution ranks each campaign by risk, not by name. The top of the list is where to start.
02 · Signal
Where the tools disagree
When LinkedIn Ads and your system of record disagree on match ad clicks to CRM leads, the gap is flagged. Not averaged into a guess.
03 · Context
Inline evidence
Each line carries its evidence. Closed-won deals pulled from LinkedIn Ads and HubSpot. Right where you read it.
04 · Action
One move per line
Every row ends in a move: closed-loop ad attribution tells you what to change and who owns it.
05 · Brief
Rundown-ready
A rundown you can drop into the campaign review: ranked, sourced from Salesforce, LinkedIn Ads, and HubSpot, scoped to Google/Facebook/LinkedIn Ads (clicks, spend, UTMs).
After Closed-Loop Ad Attribution: more marketing agents to build
view All use casesSocial Ad Audience Overlap Detector
Right now the campaign review means stitching Facebook Marketing + Google Analytics + TikTok Marketing by hand. Overlapping audiences across platforms bid against themselves, inflating costs, so the work lands late and half-blind.
Ad Spend to Revenue Attribution Agent
Pull ad spend from Google and Facebook shouldn't take a morning of tab-switching across Google Ads + Stripe + Shopify. Ad platforms report clicks; revenue lives in Shopify.
PPC Lead Quality Feedback Loop
Your campaign review is only as fresh as the slowest tab. Google Ads optimizes for clicks; CRM knows what closes. Yet the inputs sit split across Slack, Salesforce, and Google Ads.
Common questions
Didn't find your answer? Please don't hesitate to reach out.
How do I build a closed-loop ad attribution agent with Salesforce, LinkedIn Ads, and HubSpot?
Link Salesforce, LinkedIn Ads, and HubSpot in the Airbyte Agent MCP, paste the prompt above, and closed-loop ad attribution reads all 5 sources at once to match ad clicks to CRM leads.
Can Closed-Loop Ad Attribution run on a schedule?
Yes, schedule it and the rundown arrives before the campaign review starts, so match ad clicks to CRM leads happens hands-free.
What if a campaign shows up in two of Salesforce, LinkedIn Ads, and HubSpot?
The shared key de-dupes it. Closed-loop ad attribution keeps one campaign with Google/Facebook/LinkedIn Ads (clicks, spend, UTMs) merged across sources.
Which clients run closed-loop ad attribution?
Claude, Cursor, and other MCP clients. Each points at the same Salesforce, LinkedIn Ads, and HubSpot connectors closed-loop ad attribution uses.
Closed-Loop Ad Attribution is one prompt away from LinkedIn Ads / HubSpot / Salesforce.
Wire Salesforce, LinkedIn Ads, and HubSpot and 50+ sources into the Airbyte Agent MCP and build closed-loop ad attribution on data you already own.
