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The Upbuild blog

Marketing data, MCP and AI assistants.

Guides from the team building Upbuild

Everything we have learned building an AI platform for marketing data (AI Dashboards, AI Insights, AI Data Exports and AI Alerts) and bringing the same accounts into Claude, ChatGPT, Copilot Studio and Gemini Enterprise through its MCP server: per-platform realities, honest setup guides, security and the reporting patterns that survive production. No fluff, written by the people who ship Upbuild.

Dashboards

Dashboards per client or market that build themselves from a prompt, keep refreshing and are shared by link: how agencies and groups run them.

Dashboards

Marketing data governance for agencies and groups: who holds the keys

Shared logins versus an organisation with admins: access that leaves with the person, read-only everywhere, and a reviewer's checklist…

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AI dashboards vs Looker Studio for agencies: who maintains the report

Free and flexible, with a graveyard of broken connectors and one person keeping the templates alive: a fair comparison, where each wins…

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One dashboard per client: a week inside an agency reporting operation

Onboarding, the Wednesday change request, the account manager who leaves, and where alerts and exports plug in: one agency week…

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AI marketing dashboards: built from a prompt, alive after it

Describe the view once, get a live dashboard that refreshes itself, keeps numbered versions you can restore and survives platform failures…

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Edit dashboards with AI: change a live report by asking for it

Every dashboard carries its own Upbuild AI thread: changes are drafted as versions, checked against live data, and published by a person…

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Sharing live dashboards with clients, without sharing your ad accounts

A private link per dashboard, named people or a whole organisation, per-account access: live client reporting without shared logins…

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Insights

A collaborative chat on all your marketing data, and how an answer becomes a live report.

Insights

From an answer in the chat to a live dashboard, in one prompt

Ask, check the numbers, say where it belongs: the answer becomes a tile that refreshes with the dashboard, versioned and shared by link…

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How a group media lead uses AI Insights across every market

Which markets are over budget and why, asked once across every market and brand, picked up by a colleague and promoted to a dashboard tile…

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The AI marketing analytics stack, assembled from parts that exist

Read-only access, AI Insights, dashboards, exports, alerts: the four-layer architecture and the seams that matter…

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Exports

Ready-to-use tables delivered to your warehouse, cloud storage or spreadsheets on a schedule, set up by prompting.

Exports

The agency Monday without exports: when the tables land themselves

Tables in the warehouse and client sheets by 06:00, dashboards refreshed, the overspend flagged, the client's question answered by 10:00…

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Supermetrics vs AI Data Exports, from the agency angle

Where the incumbent still fits, and where setting exports up by prompting wins: backfills, one export per client, versions, governance…

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Feeding the group data warehouse with media data, by prompting

One prompt, two years of history, a 06:00 run that updates restated days, a run email with Retry, numbered versions and clear ownership…

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ETL pipelines you set up by asking: ad data to your warehouse without an engineer

Scheduled, ready-to-use tables from every major ad platform to your warehouse, cloud storage or a spreadsheet, defined by asking…

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Google Ads to BigQuery, without building a pipeline

Your project, your table, many accounts in one place, merged by key so a restated day updates instead of duplicating…

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GA4 to Google Sheets, on a schedule you set by asking

The client template refreshes itself: pick the sheet, pick the tab, pick the cadence, no add-on and no Monday export…

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Alerts

Budget, naming and tracking rules written in one sentence, checked on every refresh, sent to the people who should act.

Alerts

Naming and tracking alerts: catch the mess before the client report

A naming rule and a tracking rule, each written in one sentence, that catch the mess on the day it happens rather than in the report…

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Budget pacing alerts across every client account

One sentence watches every client account you have been shared and tells the team in Slack or Teams before the budget is gone…

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Marketing alerts you set by asking: CPA, ROAS and tracking watchdogs

Blended CPA up 15% WoW, zero-conversion spend, a tag gone quiet: alerts you set in one sentence, checked on every refresh, delivered by email, Slack or Microsoft Teams…

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Platform guides

What an MCP connection means for each platform: the tools, the quirks, the honest rules.

Platform guides

Meta Ads MCP: Facebook and Instagram Ads, inside your AI assistant

A Meta Ads MCP server lets Claude, ChatGPT, Copilot Studio and Gemini Enterprise read your Facebook and Instagram Ads data directly: spend, ROAS,…

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Google Ads MCP: your campaigns, queryable in plain language

A Google Ads MCP server turns campaign performance, search terms and budgets into plain-language questions in Claude, ChatGPT, Copilot Studio or Gemini Enterprise…

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Google Analytics MCP: GA4 reporting as a conversation

A GA4 MCP server lets Claude, ChatGPT, Copilot Studio and Gemini Enterprise run Google Analytics reports conversationally: sessions, conversions,…

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TikTok Ads MCP: campaign data in your assistant, with TikTok’s rules

A TikTok Ads MCP server brings spend, ROAS and creative performance into Claude, ChatGPT, Copilot Studio and Gemini Enterprise, read-only. Includes the…

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Snapchat Ads MCP: Snap campaign data without the console

A Snapchat Ads MCP server exposes organisations, ad accounts and campaign stats to Claude, ChatGPT, Copilot Studio and Gemini Enterprise, read-only. What…

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GTM MCP: read your containers by asking

A GTM MCP server lets your assistant read containers, tags, triggers, variables and versions. Debug tracking by asking…

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CM360 MCP: floodlights and placements, minus the console

A CM360 MCP server brings floodlight conversions, placements and reach into your assistant, read-only. Includes the…

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DV360 MCP: programmatic buying data, conversationally

A DV360 MCP server exposes partners, advertisers, line items and performance to your assistant, read-only. Programmatic…

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Adobe Analytics MCP: Workspace answers without Workspace

An Adobe Analytics MCP server brings report suites, segments and metrics into Claude, ChatGPT, Copilot Studio and Gemini Enterprise, read-only, using your…

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MCP servers for marketing data: the complete guide

What an MCP server is, why marketing data is its killer use case, and how to evaluate connectors for Google, Meta,…

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BigQuery MCP: ask your warehouse in plain language

List projects, datasets and tables, read a schema, then run read-only SQL from the chat: SELECT only, enforced on the server…

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Google Sheets MCP: the spreadsheet your reporting still runs on

List your spreadsheets, open one by link, read a tab with its header row understood, and compare the plan to the spend…

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How-to

Step-by-step connections, current for the 2026 Claude, ChatGPT, Copilot Studio and Gemini Enterprise flows.

How-to

How to connect Google Ads to Claude

Connect Google Ads to Claude in about two minutes from the connector directory: one click, sign in with Google or Microsoft, then query…

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How to connect Google Ads to ChatGPT

Connect Google Ads to ChatGPT via MCP: enable Developer mode, add one plugin URL, sign in, and query…

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How to connect Meta Ads to ChatGPT

Connect Facebook and Instagram Ads to ChatGPT with an MCP plugin: Developer mode, one URL, then a Facebook consent.…

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How to connect Meta Ads to Claude

Connect Facebook and Instagram Ads to Claude from the connector directory: one click, a Facebook consent with read-only…

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How to connect Google Analytics 4 to Claude

Connect GA4 to Claude from the connector directory: one click, one sign-in, then run reports conversationally: channels,…

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How to connect Google Analytics 4 to ChatGPT

Connect GA4 to ChatGPT through an MCP plugin: Developer mode, one URL, one sign-in. Then ask for channels,…

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Google Ads reports in ChatGPT, from live data

Stop exporting CSVs: with an MCP plugin, ChatGPT builds Google Ads reports from live data: pacing notes, search-term…

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Using Claude for marketing analytics, practically

How marketers actually use Claude for analytics: connect ad platforms and GA4 via MCP, then run investigations, weekly…

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Connect your marketing data to ChatGPT: the whole setup

One connector, every major ad and analytics platform: how to bring your accounts, such as Google Ads, Meta or GA4, into ChatGPT…

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How to connect TikTok Ads to ChatGPT (and Claude)

Connect TikTok Ads to ChatGPT, Claude, Copilot Studio or Gemini Enterprise via MCP: the plugin setup, the TikTok consent, and the monthly re-link…

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Audit a Google Ads account with ChatGPT, in about 30 minutes

Developer mode, one URL, then the five-question sequence: waste, settings, delta, creative, trend, live from the API…

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Audit a Google Ads account with Claude, from directory install to deliverable

One click from the Claude directory, Free plan included, ending in an artifact deliverable rather than a chat scroll…

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Audit Google Ads with Gemini Enterprise: one rollout, every buyer equipped

Admin registers once, every buyer signs in with their own access: the org-wide audit workflow, team rituals included…

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Concepts

The ideas underneath: what MCP is, how the reporting stack is changing.

Concepts

What is MCP? A marketer’s guide

MCP explained for marketers, without the protocol weeds: what it is, why assistants adopted it, and what it changes for…

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MCP vs API for marketing data: when each wins

MCP connectors and raw API pipelines solve different problems. A practitioner’s comparison across use cases:…

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AI marketing reporting: from dashboards to conversations

The reporting stack is inverting: dashboards for the known questions, assistants for everything else. What AI marketing…

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Cross-platform ROAS, without the spreadsheet ritual

Blended ROAS across your ad platforms, such as Google, Meta or TikTok, used to mean exports and VLOOKUPs. With tool-calling assistants…

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Can AI assistants read your ad accounts? The 2026 status, per assistant

The per-assistant answer: what connects, what each requires, what stays impossible, and the one warning about pasted screenshots…

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Comparisons

Trade-offs, priced honestly: MCP vs the alternatives.

Comparisons

Supermetrics alternatives, for the AI-assistant era

Looking beyond spreadsheet-era data pulls? How the alternatives compare for AI-first marketing workflows, and where an…

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MCP connectors vs Custom GPTs for marketing data

Custom GPTs with Actions or an MCP connector? For marketing data access the trade-offs are portability, auth depth and…

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Best MCP servers for marketing data: how to actually choose

Four categories, one evaluation checklist, and the honest map of where each wins, including where we lose…

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Funnel.io alternatives, sorted by what you actually need

Flexpoints, the closed free plan, the $200 floor: where Funnel refugees actually land, sorted by lane…

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Supermetrics vs Funnel.io: two meters, one honest decision

Per-destination versus flexpoints: how the two meters bill the same team differently, and the lane both ignore…

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Windsor.ai alternatives: what to use when cheap ELT is not the point

Windsor wins the price war for pipelines. The honest reasons to leave: depth, governance, or a different destination…

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Improvado vs Adverity: the enterprise ETL decision, decoded

Two quote-priced giants, compared on the axes that survive the sales deck, plus the questions to ask in the cycle…

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Agency reporting tools, compared: portals, and what comes after them

AgencyAnalytics, Whatagraph, DashThis on price and fit, and the lane where the report builds itself…

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Fivetran vs Supermetrics for marketing data: rows, destinations, and the slice both overserve

MAR volatility vs destination stacking on ad data, who genuinely fits each, and the slice both overserve…

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Deep dives

The technical realities we hit in production, written down.

Deep dives

GA4 Data API quotas, explained by people who hit them

How the GA4 Data API behaves underneath conversational access, and how Upbuild keeps GA4 answers fast…

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Connecting ad accounts to AI assistants: the real security model

What actually happens when Claude, ChatGPT, Copilot Studio or Gemini Enterprise can read your ad accounts: OAuth scopes, token storage, what the model…

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GA4 and Google Ads conversions don’t match: diagnose it by asking

Attribution, counting, windows, consent: the four causes, and how to diagnose your own gap with both APIs in one chat…

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Performance Max reporting: what the black box will actually tell you

What the Google Ads API genuinely exposes about PMax, the cannibalisation check, and the weekly pull that keeps it honest…

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The tag that stopped firing: debugging tracking by conversation

Walk the tag, trigger, variable and version chain by asking, cross-check against GA4, and set the watchdog for next time…

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What Consent Mode v2 actually did to your numbers, measured

Consent rates, modelling, EU splits: the comparisons that show what v2 changed on your property, run by asking…

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Playbooks

Prompts and rituals that survive contact with real accounts.

Playbooks

25 ad-analysis prompts that earn their keep

Field-tested prompts for ChatGPT, Claude, Copilot Studio and Gemini Enterprise once your ad accounts are connected: pacing, creative fatigue, search terms…

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Automating Facebook Ads reporting, minus the spreadsheet

Three levels of Facebook Ads reporting automation: on-demand conversational reports, saved prompt rituals, and…

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The GA4 audit checklist you can run by asking

Twelve checks, each one question against the live property: events, key events, attribution, thresholding, the Ads link…

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The wasted spend audit: one hour, every platform, by asking

Five patterns, five prompts: zero-conversion terms, fatigue, overlap, forgotten campaigns, and the geo bleed…

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The new-client ad account audit, run conversationally

The five-pass onboarding audit: structure, waste, tracking truth, creative health, trend context, in one afternoon…

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Ready to ask your data directly?

Upbuild is an AI platform for marketing data: AI Dashboards, AI Insights, AI Data Exports and AI Alerts, with a read-only MCP server as part of its toolset that brings your accounts into Claude, ChatGPT, Copilot Studio and Gemini Enterprise. Every tool, live data. Free for 14 days on the connector and 7 days on the platform.

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