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Chat lives on top of Plug's proprietary data for accurate and trusted analysis and reporting. It's built on top of your ad performance, creative intelligence (concepts, hooks, formats, elements), and GA4 conversions.

Now, it can read your Google Sheets too. Connect any sheet in Settings, and Chat queries it live alongside everything else. Reference a specific tab with @, the same way you'd use a Plug Prompt.

Two ways users are already putting this to work:

  1. Custom performance metrics. Your actual business outcomes often live outside Meta: conversion values from your CRM, pipeline metrics from your analytics tool, KPIs from your BI dashboard. Many of these tools already sync to Google Sheets. Connect that sheet, and Chat combines your Meta ad performance with your real business outcomes in the same answer. The sheet syncs with the source, Plug syncs with the sheet. Always current.

  2. Creative strategy, performance-aware. Another advertiser maintains their creative playbook in a sheet: creative direction, message pillars, scripts they've tested and plan to test. With the sheet connected, they ask Chat "which of our message pillars are actually driving results right now?" and get an answer that maps their strategic framework to what's performing in the account.

No manual copy-pasting. Connect your sheet, ask Chat.

Moves combines what Plug knows about your creatives (which hooks work, which formats fatigue, which elements drive results) with how your ads actually perform, and continuously surfaces what needs action across your campaigns.

Until now, Moves told you what to do. You'd switch to Ads Manager and do it yourself.

Now, Moves can act. Click Autocomplete on a recommendation, confirm, and Plug executes it. Starting with pause recommendations. Budget actions and creative refresh are next.

This isn't a one-off analysis you prompt each morning. Moves runs persistently, adapts to your account, and sharpens as your creative history grows. What used to be manual debugging of underperforming campaigns becomes an one click act today, and autonomous optimisation tomorrow: actions you trust running on auto-approve, fatigued creatives detected and replaced based on what's winning and what's missing from your creative mix.

Same reporting updates, repeating weekly and monthly. Meta+Manus and Claude Cowork can query your data and generate charts. But can your monthly report include which creative hooks drove the lowest CPA? Does it comprehend that your B2B campaigns use a different target than B2C? Does it remember your naming conventions from last month?

Plug Prompts are report instructions that operate on top of everything Plug already knows about your account, and custom, structured performance and creative data:

  • What's inside your creatives. Plug analyses your ad creatives and tags them across hooks, formats, styles, visual elements, and narrative structure. Your report can include "UGC hooks outperformed studio footage by 35% on CPA" because Plug has decomposed every video.

  • Your account context, accumulated over time. Naming conventions, brand profile, KPI definitions, market structure. Every prompt inherits this automatically. You don't re-explain your setup every time.

  • Meta and GA4 in one query. Compare Meta CPA by market with GA4 conversion rates in the same report. Custom Google Sheets integration to ingest your own data is coming next.

How it works:

  • Save report instructions once: what's the insights you're looking for, what to compare, how to format. In Chat, type @, select the prompt, and add the specifics ("for March 2026", "for the DE market").

  • Chat follows your saved instructions with live data and full context, every time.

Two global templates built in:

  • Monthly Report: slide-ready content for a standard monthly Meta Ads performance deck

  • Seasonal Campaign Report: structured analysis for seasonal launches (BFCM, summer sales, product drops)

meta ad account performance analysis creative intelligence ai automation creative strategist marketer advertising roi roas

Every morning, one Slack message tells you everything you need to know about your Meta ad account. Open it, scan the table, and know if you need to act. Done.

Plug Preview surfaces
  • Performance development across timeframes. Traffic lights flag what moved across time frames. CPA, volume, spend by objective.

  • Action recommendations from Moves. Pending actions by type: pause, budget adjust, creative refresh, investigate. One click to the full picture.

  • Core findings from weekly Creative Briefs. New briefs surfaced with a one-line summary. Click through for the full analysis and production recommendations.

  • Weekly conversion trend changes. Funnel health at a glance: traffic lights per stage and one diagnostic insight.

Accounts for your account structure with Scopes

Your ad account structure might not be simple. Maybe you have several ad accounts to run separate markets, or you want to see testing campaigns separately from always-on. Plug Preview handles this with scopes:

  • ✅ One per ad account by default

  • ✅ Combine several ad accounts into one

  • ✅ Label-based: split "Testing" campaigns from "Always-on" within the same ad account, because they have different performance expectations

  • ✅ Custom schedule: testing scope on weekdays only, always-on daily, each at the time that fits your morning

No tabs to open, no dashboards to check. See the status, dig deeper and take action only where it matters.

Meta ad data is messy. Chat makes it reliably queryable: ask plain-language questions, get answers grounded in your actual performance data.

What's new
  • Improved creative-level analysis: ask how a specific creative style or format performs across campaigns and markets

  • Inline feedback: like, dislike, and copy on every response to improve the system replies over time

  • Scatter plot support: plot your data on a scatter to spot patterns visually

Coming next
  • Standard reporting: set up report templates that match your format and style. Chat fills them in with fresh data, so you skip hours of manual report building.

Before, Creatives told you which media perform and which ones don't. Now, it recommends what to produce next. Creative Briefs turns your winners and losers into creative recommendations in a relevant context.

What's new
  • Creative Briefs: recommendations for your next creative production batch, based on deep, context-aware creative element level analysis.

Coming next
  • Continuous creative optimisation: Moves spots fatigue, Creatives recommends the replacement. You always know what to produce next, before you need to.

Moves watches your ad account 24/7 and tells you what needs action. Our recent fixes make the recommendations more trustworthy.

What's new

  • Smarter pause recommendations: Plug now recognises when an ad is still learning and won't tell you to kill it too early. You only see "pause this" when the data backs it up.

Coming next

  • One-click execution: see a recommendation you agree with? Plug takes the action in your Meta ad account. No more switching to Ads Manager.

You can now ask questions across Meta and GA4 in one conversation.

Example: "Which traffic sources drove the most purchases this week?"

Chat pulls from your connected GA4 properties and links directly to the relevant GA4 report.

Also improved: better handling of custom conversions, so answers are more accurate.

We've upgraded the Moves analysis engine to surface more accurate and actionable recommendations for campaign-level issues.

What changed
  • Issues are now grouped by type for easier scanning

  • Action recommendations link directly to the flagged entity in Ads Manager

  • Expanded rule coverage: pixel and GA4 tracking, more campaign-level patterns

  • Improved handling of stale and resolved issues

Coming next

"Autocomplete" for action recommendations: act on certain flagged issues with one click.

We've launched Creatives (Alpha): a new page for understanding creative performance and preparing your next batch.

Which creatives are delivering? Which ones are wasting budget? Creatives answers these questions without digging through Ads Manager columns or laborious spreadsheet exports.

What's live now
  • Scatter plot showing creative performance, updated daily

  • Weekly winners and losers highlighted with thumbnails

  • Filter by ad account or label

Where are we taking this

Analysis of why winners are winning, and creative briefs that suggest what to try next, with examples.

Find Creatives in your sidebar. We're collecting feedback on what's useful and what's missing.

We’ve introduced Moves: a new feature for investigating performance issues and acting on them.

When an account underperforms, finding the root cause often means manually digging through campaigns, ad sets, and creatives. Moves brings that workflow into one place.

What it does

  • Lists flagged issues and analyses root causes

  • Recommends specific actions to resolve them

  • Groups everything by campaign for easier prioritisation

  • Lets you mark actions as Done or Ignore

  • Includes deep links directly to Ads Manager

Moves refreshes daily based on your Optimisations schedule. We’re starting with selected issue types (e.g. CPA spikes, underperforming campaigns). Coverage will expand over time.

How it connects
Alerts and Optimisations notify you something needs attention.
Moves gives you the full context and recommended next steps.

Open Moves in the app to see what’s flagged, no setup required.

Coming next
  • Creatives feature with performance insights and briefing support

  • Simplified Slack Signals with clearer actions

  • GA4 data in Chat

We’ve upgraded the Optimisations signal for campaigns tagged testing so Plug now automatically recommends when a creative is ready to graduate into always-on, or when it should be paused.

What changed

  • Graduate — Testing ads in the top 50% for both click-through rate and cost efficiency

  • Pause — Testing ads in the bottom 25% on either metric after 9+ days

  • Not picking up — Ads that haven’t received meaningful impressions after 9+ days

This means less manual monitoring — Plug helps you know what’s working and what’s not faster.

You can now connect your Google Analytics 4 properties to Plug and get proactive alerts when key events drop — across your site or by traffic source.

What Plug monitors

  • Key Events synced directly from GA4 (purchase, begin_checkout, generate_lead, etc.)

  • Week-over-week conversion changes by source (facebook/paid, google/cpc, organic, direct)

  • Property-wide drops across all traffic

  • Daily anomalies and sudden event failures

Why it matters
Tracking issues and conversion drops often go unnoticed for days. Plug now monitors GA4 automatically, so you catch problems fast.

Where it shows up
GA4 signals are embedded directly into Alerts and Optimisations.

How to connect

  • Go to Settings → Integrations

  • Click Connect GA4 Account

  • Select your GA4 properties

  • Sync your Key Events and choose what to monitor

Coming soon
GA4 data in Chat, so you can ask questions like:
“Which traffic sources drove the most purchases this month?”

You can now label campaigns and receive separate Performance Snapshots per label.

Useful if you:

  • Run campaigns across multiple markets (SE, DK, FI)

  • Manage different business units or brands in one ad account

  • Want to separate testing from always-on activity

How it works

  • Add labels under Settings → Campaigns

  • Choose which labels get their own Snapshot in Settings → Signal Delivery

  • Optionally include unlabeled campaigns in a combined Snapshot

Unlabeled campaigns stay grouped together by default — no need to label everything.

Coming next: campaign labels across more Signal types.

No changes needed if this isn’t relevant for your setup — campaign exclusion still works as before.

We’ve split the Priority Digest into two clearer streams:

  • Alerts — urgent issues that need immediate attention

  • Optimisations — improvement opportunities you can act on when convenient

This makes daily monitoring lighter and more focused.

You can now choose which campaigns Plug includes in Performance Snapshot.

Configure it anytime under Settings.

We’ve rolled out new updates to make Chat more flexible and easier to use:

  • Start conversations anytime — not only from Signals

  • Suggested questions help you get going when you’re not sure where to start

  • Follow-up prompts keep the conversation moving

  • Share full conversations with your team in one click

We’re opening up the first version of Plug Chat — a new way to ask questions about your Meta performance in plain English.

Instead of exporting data or digging through dashboards, you can simply ask:

  • “Why did CPA spike last week?”

  • “Which creatives performed best in October?”

  • “Give me a 30-day recap with creative insights”

Chat is already connected to your workspace context and campaign data, so answers are grounded in what’s actually happening in your account.

Early access is live in the app.

We’ve launched the new weekly Conversion Trends signal — full-funnel diagnostics in a single view.

Also included: ongoing usability improvements across Slack and the app

Plug now includes the core building blocks for proactive Meta monitoring:

  • Direct Meta integration to securely connect ad accounts

  • Deep links into Ads Manager for faster execution

  • Multi–ad account grouping for agencies and multi-market teams

  • Slack-based Signal delivery with Performance Snapshots and Priority Digests

  • Recommendation memory to reduce repeated alerts and keep focus on what changed


Plug in. Perform better.

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We are gradually opening up early access to performance marketers.

We are gradually opening up early access to performance marketers.

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