Cross-network ad reporting

Creative performance reports without spreadsheet stitching

Build the view your decision needs, from spend and installs to purchases, revenue, and ROAS. Keep every network's attribution window visible, then export the result or query it through the API and MCP.

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Report Creative performance

Last 30 daysAll networksGroup: creative

Export CSV

Creative	Network	Spend	Installs	Revenue	ROAS
ugc_hook_reveal_v3.mp4	AppLovin	$12,480	3,204	$18,912	1.52
static_carousel_04.png	Meta	$7,930	1,877	$11,340	1.43
playable_tutorial_v2	Unity	$5,268	1,405	$6,020	1.14

Demo data · provider-qualified outcome windows stay attached to every result

Report builder

Start with the decision, then choose the rows and metrics

Move from an account total to the campaign, ad group, ad, country, platform, creative, or creative attribute behind it. Save the spreadsheet work for analysis, not assembly.

01 · Narrow

Filter the exact slice

Choose app, network account, campaign, country, platform, date range, asset type, or creative attribute.

02 · Compare

Put the right metrics together

Report impressions, clicks, spend, installs, purchases, revenue, CPI, CPA, IPM, CTR, and ROAS where the provider supplies them.

03 · Deliver

Send the answer onward

Export the selected hierarchy, chart results over time, or deliver threshold alerts to Slack and Telegram.

Attribution windows

Compare performance without pretending unlike windows are equal

Lemon keeps the provider and outcome window attached to each metric. A D7 cohort result does not quietly become interchangeable with a 28-day click result. The reference on what each ad network's attribution window measures documents the click, view, cohort, and postback rules for these networks and two more.

Reporting contractAvailability stays explicit

Provider	Outcome basis	How the report handles it
AppLovin and Unity	D0, D1, D3, and D7	The selected cohort window remains part of the metric name.
Meta	1, 7, and 28-day click	Click windows remain separate from post-install cohort windows.
Google Ads	Conversion lag under 1, 2, 4, and 8 days	Lag-qualified results remain visible rather than flattened.
Unavailable metric	N/A	Missing data stays missing. It is never converted to zero.

Exports · alerts · REST API · MCP

Use the same reporting data in dashboards, scripts, and AI chats

The REST API and MCP server expose read-only Creative Analytics data. They can query and rank creatives, inspect one creative, and compare attribute performance without changing bids, budgets, targeting, or campaigns. The guide to exposing marketing analytics through an API and MCP covers field definitions, freshness, provenance, permission scope, and how the interface should behave when a source is incomplete.

Read-only REST API

curl -H "Authorization: Bearer $LEMON_API_KEY" \
  "https://api.lemon-ai.com/v1/creatives/top?metric=roas:d7&order=best&limit=10"

Read-only MCP server

claude mcp add --transport http lemon https://api.lemon-ai.com/mcp

# Then ask your assistant:
Which US video creatives had the best D7 ROAS last month?

8 REST endpoints · 10 MCP tools · analytics:read scope

AI assistants and agents

Ask a reporting question where you already work

Connect Lemon's MCP server to Claude, ChatGPT, Claude Code, Cursor, VS Code, or another compatible client. The assistant reasons over Lemon's reporting tools and returns the underlying read-only results. Lemon is not replacing your assistant with a separate reporting chatbot.

Find

Search and open creatives

Find a creative by name or text, then fetch its media URL, network, type, and assigned attributes.

Rank

Find the best or worst performers

Rank creatives by a selected metric and filter the answer by account, campaign, country, platform, or date.

Explain

Compare the elements behind performance

Break a metric down by hook, format, subject, call to action, or another creative attribute defined in Lemon.

Creative reporting

See what each ad creative spent and earned

Open Creative Analytics for asset-level reporting, network coverage, alerts, exports, API access, and MCP access.

Explore Creative Analytics →

Cohort reporting

Extend early revenue into a D365 forecast

Open Cohort Prediction for revenue, ROAS, ARPU, LTV, and payback views that separate actual and forecast periods.

Explore Cohort Prediction →

Bring your hardest growth question

See Lemon reporting work on your data

Bring one app and the decision in front of you. We’ll show you what Lemon finds.

Book a demo Start free · 7 days, no card →