FIELD NOTES / CAMPAIGN INTELLIGENCE

UAE Marketing Campaign Dashboard

A clear view of channel efficiency, campaign revenue, and the decisions behind the numbers.

01 / THE LENS

Explore the data

Published Google Sheets · read only

Loading sources…Campaigns: — · Questions: —Last successful refresh: —

Checks for updates every 60 seconds while this page is active. Google publication can take longer than 60 seconds to reflect edits.

02 / THE PULSE

At a glance

All records

03 / CHANNELS

Where value grows

Aggregated before calculating ratios

ROAS by channel

Revenue returned per AED spent

Revenue by campaign

Total attributed revenue · AED

Revenue over time

Daily totals in chronological order · AED

04 / THE LEDGER

Campaign × channel

Exact sums, calculated rates

Performance for the current filter selection
CampaignChannelRecordsImpressionsClicksSpendConversionsRevenueCTRConv. rateCPCCPAROAS

05 / THE INQUIRY

Seven questions,
answered by the data.

Answers follow your filters

06 / THE METHOD

Data Method

From source to signal

Campaign records and question text come from two published, read-only Google Sheets CSV feeds. The page validates each row, then sums matching records before calculating rates. Date filters include both selected endpoints.

CTR = clicks ÷ impressions; conversion rate = conversions ÷ clicks; CPC = spend ÷ clicks; CPA = spend ÷ conversions; ROAS = revenue ÷ spend. A zero denominator displays “—”. Ranking uses full precision; displayed values are rounded.

About the recommendation

Q7 distributes AED 10,000 among channels with usable data using a score of ROAS × √conversions ÷ CPA. Scores are normalized into budget shares; whole AED amounts use the largest remainder method so they total exactly AED 10,000. Channels without usable records receive AED 0 and are identified explicitly.

This is a recommendation from a small historical dataset, not a guaranteed forecast. Historical Email efficiency may not scale to a much larger budget.