AI Marketing Atlas

Independent AI marketing research

Find the signal before you buy or build the software.

AI Marketing Atlas tests search demand, workflow pain, and product intent across four adjacent marketing-software categories. We publish the evidence and only build when the market earns it.

Explore the research See how we score

Research tracks

Four adjacent markets. One shared scorecard.

Traffic alone does not choose the product. Each track must earn rankings, qualified interest, interview evidence, and a feasible 8-12 week MVP.

18 planned pages testing

Landing Page & Funnel

Builders, testing platforms, and the workflow between an ad click and a conversion.

Sample demand
5,840
Weighted KD
14.5
Weighted CPC
$11.4
Open track View lab hypothesis
16 planned pages testing

Social Media Operations

Scheduling, collaboration, publishing, and content operations for lean marketing teams.

Sample demand
9,120
Weighted KD
24.9
Weighted CPC
$9.44
Open track View lab hypothesis
14 planned pages testing

AI Video & UGC

Avatar video, editing, product footage, scripts, and UGC-style ad production.

Sample demand
3,610
Weighted KD
16.9
Weighted CPC
$8.65
Open track View lab hypothesis
12 planned pages watch

Marketing Automation

Email, lifecycle automation, campaign workflows, and the boundary between assistant and platform.

Sample demand
19,920
Weighted KD
24.4
Weighted CPC
$22.47
Open track View lab hypothesis

Our thesis

Content is the first prototype.

Before investing in a full SaaS product, we test whether people consistently search for a better workflow and whether they ask to participate when the proposed solution is explained clearly.

  • Search demand establishes a durable vocabulary.
  • Comparison behavior reveals active switching intent.
  • Waitlists and interviews separate curiosity from pain.
  • Buildability prevents large markets from becoming expensive traps.

Latest research

Decision frameworks, not recycled listicles.

All research ->
Landing & Funnel guide

A landing page builder evaluation framework for lean teams

A repeatable test for comparing landing page builders by speed, message match, publishing, and experimentation.

Vol 0 KD 0 $0 CPC
Automation guide

A marketing automation evaluation framework

A controlled way to compare marketing automation platforms across data, journeys, delivery, reporting, and migration risk.

Vol 0 KD 0 $0 CPC
Social Media guide

A social media management tool evaluation framework

A practical scoring system for social media scheduling, approvals, engagement, analytics, and content operations.

Vol 0 KD 0 $0 CPC
AI Video guide

An AI video tool evaluation framework for marketing teams

Test AI video tools with the same brief and score truthfulness, editing effort, localization, brand fit, and campaign throughput.

Vol 0 KD 0 $0 CPC
Social Media alternatives

Hootsuite alternatives: match the tool to your operating model

How to compare Hootsuite alternatives for publishing, approvals, engagement, analytics, and AI-assisted content operations.

Vol 1690 KD 36.4 $5.66 CPC
Automation alternatives

HubSpot alternatives: decide how much platform you actually need

A framework for comparing HubSpot alternatives across CRM, email, automation, reporting, and implementation cost.

Vol 2380 KD 24 $35.53 CPC