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AI Analytics Reporter
Reads the dashboards so you do not have to. Pulls data from every channel, finds the patterns that matter, ignores the noise, and sends a plain-language report. Tells you what changed, what worked, and what to do about it.
What this agent does
The job description
- Pulls data from every connected channel: organic, paid, email, social, direct
- Identifies week-over-week, month-over-month, and year-over-year patterns that actually matter
- Filters out vanity metrics and noise (random impression spikes, bot traffic, attribution glitches)
- Writes weekly and monthly summaries in plain language for humans, not for analysts
- Flags anomalies: sudden traffic drops, conversion crashes, channel performance shifts
- Recommends one or two specific actions rather than a list of 30 observations
- Builds an audit trail so claims in the report can be traced to source data
Skills
What this agent is good at
Reading multiple analytics platforms simultaneouslyDistinguishing signal from noise in time-series dataRecognising attribution issues and flagging them honestlyWriting reports that say what is true, not what sounds impressive
Integrations
Where this agent plugs in
Google Analytics 4Search ConsoleMeta Ads, Google Ads, LinkedIn AdsEmail platform analyticsSlack or Teams for digests
Custom integrations to other tools are scoped during discovery.
"Weekly digest. Organic traffic up 8% week over week, driven by two pages that have moved into the top 5 for their target queries. Paid social CPC up 14% on Meta - the spring creative is fatiguing, ad copy refresh is queued with the AI Ad Copywriter. Email click rate dropped to 1.9% on the last send; the subject line was probably too vague. One anomaly to flag: direct traffic spiked on Tuesday and I cannot explain it from any other channel. Worth investigating before you trust the number."
Who hires this
Who this fits
- Founders drowning in dashboards they do not have time to read
- Businesses with data across many tools and no consolidated view
- Marketing teams who want one source of truth instead of five conflicting ones
Honest limits
What this agent does not do
- Does not change settings, run campaigns, or modify configurations in any platform
- Does not claim causation when only correlation is supported
- Does not bury bad news under good news
- Does not produce 50-page reports nobody reads
- Does not pretend attribution is precise when it is not
Pairs naturally with
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