HubSpot only knows its half.
HubSpot tracks marketing automation (hubspot, marketo), but can't see create content. So what you read there is already partial.
Build an AI Marketing Agent withHubSpot, Facebook Marketing, and Amplitude
Plan campaigns shouldn't take a morning of tab-switching across HubSpot, Facebook Marketing, and Amplitude. Manual campaign management limits scale.
AI Marketing runs on campaign data split across 3 tools.
The campaign review pays for it.
The campaign review pays for it.
Facebook Marketing holds what HubSpot misses.
Create content lives in Facebook Marketing, cut off from marketing automation (hubspot, marketo), so ai marketing guesses at the link.
The signal hits Amplitude first.
Amplitude sees optimize targeting shift before anyone, yet the campaign review owner hears about it last.
Under The Hood
Three sources, one query: ai marketing pulls HubSpot, Facebook Marketing, and Amplitude pre-wired. Already connected.
01
Query plan campaigns from HubSpot (system of record)
Marketing Automation (HubSpot, Marketo)
02
Check create content from Facebook Marketing (ad platform)
Social Media
03
Pull optimize targeting from Amplitude (product analytics)
Ad Platforms (Google, Facebook)
output
Agent-ready output
The digest for the campaign review: Plan campaigns, create content, optimize targeting, track performance, recommend improvements, riskiest items surfaced and owned.
The Context Store
To plan campaigns, the agent reads one joined view. Not 6 raw APIs.
HubSpot, Facebook Marketing, and Amplitude and 3 more get reconciled up front for ai marketing: marketing Automation (HubSpot, Marketo), Social Media, Ad Platforms (Google, Facebook), Analytics mapped to a single campaign view instead of 6 separate APIs.
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.
CAMPAIGN-LEVEL JOINSMARKETING SCHEMANO GLUE CODE
The Prompt
Copy. Paste.
an AI Marketing Agent
Two steps. Your data, your results, under 60 seconds.
01install
Connect the Airbyte Agent MCP02copy and run
I want to plan campaigns by combining HubSpot, Facebook Marketing, and Amplitude data, then report back.
SETUP
The Airbyte Agent MCP exposes 6+ of your tools as one queryable layer.
WORKFLOW
connect HubSpot, Facebook Marketing, and Amplitude -> read marketing Automation (HubSpot, Marketo), Social Media, Ad Platforms (Google, Facebook), Analytics -> merge into one campaign view -> rank and explain. Each unconnected source is a one-time browser auth away.
TASK
Plan campaigns, create content, optimize targeting, track performance, recommend improvements. Deliver a digest I can paste into the campaign review. Ranked, sourced, one action per item.The Outcome
Plan campaigns on demand: 3 hours of effort, ~60 seconds of agent.
10x
Faster
10x faster. Ai marketing does in seconds what ate 3 hours of plan campaigns.
90%
Cheaper to run
90% off the build cost: 6 sources already licensed, nothing extra to plan campaigns.
3 -> 1
Tools, one query
3 -> 1: ai marketing answers HubSpot, Facebook Marketing, and Amplitude in a single query.
Based on internal benchmarks comparing Context Store queries to sequential API calls across equivalent datasets.
01 · Output
Risk-scored output
AI Marketing ranks each campaign by risk, not by name. The top of the list is where to start.
02 · Signal
Where the tools disagree
When your ad platform and your system of record disagree on plan campaigns, the gap is flagged. Not averaged into a guess.
03 · Context
Context overlay
Create content from Facebook Marketing and Amplitude sits beside each item, letting you plan campaigns without switching tabs.
04 · Action
Tells you what to do
Every row ends in a move: ai marketing tells you the owner and the move.
05 · Brief
Built to plan campaigns
A digest you can drop into the campaign review: ranked, sourced from HubSpot, Facebook Marketing, and Amplitude, scoped to marketing Automation (HubSpot, Marketo).
Keep going. More marketing agents from here
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Your campaign review is only as fresh as the slowest tab. SMS compliance violations carry $500-$1500 per-message fines under TCPA. Yet the inputs sit split across Airtable / Shopify / Slack.
Ghostwriter AI
Draft emails shouldn't take a morning of tab-switching across Gmail, HubSpot, and Salesforce. Writing takes significant time.
SEO Content Performance Agent
Your campaign review is only as fresh as the slowest tab. Ranking drops compound over time. Yet the inputs sit split across Google Analytics, Slack, and Notion.
Common questions
Didn't find your answer? Please don't hesitate to reach out.
Why not call the HubSpot, Facebook Marketing, and Amplitude APIs directly to plan campaigns?
Auth, paging, rate limits and schema-stitching per tool. Airbyte's Agent MCP hands ai marketing one surface over marketing Automation (HubSpot, Marketo), Social Media, Ad Platforms (Google, Facebook), Analytics.
Can AI Marketing run on a schedule?
Yes, schedule it and the digest arrives before the campaign review starts, so plan campaigns happens hands-free.
Can AI Marketing really join HubSpot, Facebook Marketing, and Amplitude on one campaign?
It matches them on a shared campaign key, so ai marketing reads one record, not 6 API responses.
How do I build an ai marketing agent with HubSpot, Facebook Marketing, and Amplitude?
Link HubSpot, Facebook Marketing, and Amplitude in Airbyte's Agent MCP, paste the prompt above, and ai marketing reads all 6 sources at once to plan campaigns.
Your marketing data already lives in HubSpot, Facebook Marketing, and Amplitude. Let ai marketing use it.
Connect HubSpot, Facebook Marketing, and Amplitude (plus 51+ more) and ship ai marketing today to plan campaigns.
