AI marketing tools, workflows and intelligence

Public data deskExternal figures remain attributed · original series publish only after stated thresholdsData methodology

Marketing AI Geek Data Lab

Marketing AI evidence, mapped to the source.

Name: Marketing AI evidence, mapped to the source.
Creator: Marketing AI Geek
License: https://marketingaigeek.com/terms

A public ledger of official guidance and market evidence plus original trackers for discovery, content operations, pricing and product change.

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Public beta · Evidence set 0103

citable figures

Page reviewed
09 August 2026

01Primary source

SEO

remains foundational for generative search features

Google states that existing SEO best practices remain relevant because its generative features are rooted in core Search ranking and quality systems.

Source: Google Search Central Permanent link

02Primary source

Unique

points of view and non-commodity content are emphasized

Google recommends original perspectives and experience rather than material that merely repeats what is already available.

Source: Google Search Central Permanent link

03Primary source

Context

about automation can help readers understand creation

Google suggests providing context about how automatically generated content was created when that is useful to the audience.

Source: Google Search Central Permanent link

Source ledger

A statistic without scope is not evidence.

This launch edition compiles externally reported figures. It is not an original survey. Follow each source before reusing a number outside its stated context.

Figure	Metric	Reference period	Evidence state	Source
SEO	remains foundational for generative search features	Guidance reviewed August 2026	Primary source	Google Search Central
Unique	points of view and non-commodity content are emphasized	Guidance reviewed August 2026	Primary source	Google Search Central
Context	about automation can help readers understand creation	Guidance reviewed August 2026	Primary source	Google Search Central

CSVDownload this source ledgerMetric, scope, source URL, period and evidence state

Original research pipeline

Data worth linking to because nobody else maintains it.

These series open their schema before publication. No benchmark will be presented as representative until its sample, exclusions and calculation method are visible.

D01Quarterly

Marketing AI Product Map

Which tools own a workflow rather than a single output?

Schema published · collection open

Company
Category
Workflow
Buyer
Evidence state

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D02Monthly

AI Discovery Monitor

Which sources and page types surface across defined answer journeys?

Query set in preparation

Question
Engine
Citation
Position
Captured date

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D03Quarterly

Content Evidence Index

Which pages add tests, data, interviews or original analysis?

Rubric open

Page
Original layer
Sources
Reviewer
Updated date

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Planned flagship releases

One dataset. Many pages people can cite.

Every release produces a permanent landing page, key findings, methodology, machine-readable CSV and reusable charts with source notes.

Discovery

AI Discovery Monitor

A repeatable question set and citation record.

Editorial

Content Evidence Index

A rubric for value that survives generic generation.

Market map

Marketing AI Workflow Map

Products organized by system and handoff.

Citation protocol

Built to be reused—and checked.

01Permanent URL
Every figure and future chart receives a stable anchor.
02Visible scope
Period, sample owner, exclusions and evidence state travel with the number.
03Open file
A CSV makes the usable data available without scraping the page.
04Change record
Material revisions keep a date, reason and correction route.

Read the complete methodology

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