How to Connect Meta Ads to ChatGPT with CorpusIQ MCP¶

Meta Ads is where Facebook and Instagram performance lives, and it is one of the hardest platforms to interrogate because the reporting is spread across campaigns, ad sets, audiences, and forms. Connecting Meta Ads to ChatGPT through CorpusIQ MCP gives you a different way in: useful read-only access you authorize once, and then plain-English answers drawn from the live account.

Once connected, ChatGPT can query Facebook and Instagram ad account performance, campaigns, ad sets, individual ads, audience insights, and lead forms, so you can ask about the account instead of navigating it.

What you can ask¶

"Which campaigns spent the most this month, and what did each return?"
"Compare Facebook and Instagram placements by cost per result."
"Which ad sets are spending but not producing conversions?"
"Which audiences have the highest frequency, and where is fatigue showing?"
"How many leads came through our lead forms this quarter, and what did each cost?"
"Which creatives have the best cost per result over the last 60 days?"
"What is our cost per acquisition trend over the last six months?"

What Meta Ads data CorpusIQ reaches¶

Ad account performance. Spend, impressions, reach, and results over any date range.
Campaigns and ad sets. Performance at the level budget and audience decisions happen.
Individual ads. Per-ad results, including creative-level comparison.
Audience insights. Who the spend reached and where frequency is climbing.
Lead forms. Lead volume and cost from your own forms.

Cross-source questions¶

Paid social is only half the picture, which is exactly where MCP earns its place:

"Compare Meta Ads cost per acquisition with Google Ads for the same period."
"Do the purchases Meta reports match what our commerce platform booked?"
"Which campaigns produced customers with the highest repeat purchase rate?"
"Is our Klaviyo email revenue coming from customers we acquired through paid social?"
"How does paid social compare with paid search on revenue per dollar spent?"

Each of those needs Meta Ads and another system in the same answer, which is the join MCP provides.

Facebook, Instagram, and Ads in one connection¶

CorpusIQ treats Meta as a single connector covering Facebook, Instagram, and Meta Ads, so you authorize once rather than per surface. The scopes required are shown on Meta's own consent screen before you approve.

How the connection works¶

You authorize read-only access to the ad account through Meta's OAuth flow, connect the CorpusIQ MCP server to ChatGPT, Claude, or Perplexity, and the assistant calls the Meta retrieval tools when your question needs them. The connection is assistant-agnostic, so the same authorization serves every MCP client you use.

Security and data handling¶

Read-only. The Meta retrieval tools are marked read-only. The assistant can read and cite ad data, but it cannot change budgets, pause ads, or edit audiences.
Bounded, scoped retention. Direct MCP requests fetch live and do not build a raw-file or full-payload warehouse. Scoped operational logs may persist for up to 30 days.
Your access controls. Nobody at CorpusIQ can access your accounts, and each user queries under their own authorized credentials.

Frequently Asked Questions¶

Can ChatGPT pause an ad or change a budget?

No. The retrieval tools documented here are marked read-only and provide no execution capability. The assistant analyses and cites your Meta Ads data, but changes stay in Meta Ads Manager.

Does this cover Instagram as well as Facebook?

Yes. Meta is a single CorpusIQ connector covering Facebook, Instagram, and Meta Ads, so placement-level comparison between the two is available in one question.

Can I see lead form performance?

Yes, lead form data is part of the Meta connector, so lead volume and cost per lead are queryable alongside campaign spend.

Is this useful for a small budget as well as a large one?

The cross-source question is useful at any spend level. "Do the purchases Meta reports match what we actually booked?" is worth asking whether you spend hundreds or hundreds of thousands per month.

How current is the data?

CorpusIQ queries Meta through the live API. Meta's own attribution window means recent conversions can still shift for a day or two, which is platform behaviour rather than a CorpusIQ delay.

What access do I need to connect?

You need permission on the ad account that allows authorizing an integration, and the required scopes appear on Meta's consent screen before you approve.

Internal Links¶

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