Marketing Technology, Research, & Insights
Independent reviews of the tools reshaping marketing. Data-driven analysis to help you make informed decisions.
Chrome Extensions
Powerful tools built for marketers and developers
TOAD
Technical On-Page & Auditing Dashboard
Instantly audit SEO, accessibility and performance directly inside Chrome. A real-time dashboard helps developers, marketers and SEO professionals find optimization opportunities faster.
- 23 weighted checks
- 100 point score
- Runs locally
Agent Action Optics
Visualization for Agent-Ready Interfaces
Instantly visualize, audit and debug interactive elements on any webpage. A real-time interface helps developers, designers and AI engineers understand what an agent can actually see.
- Every interactive element
- Real-time mapping
- Runs locally
Our Latest Rankings
Independent research that helps you choose the right tools and partners
The Best Digital Asset Management Software in 2026
An Independent Review for Brand & Creative Operations Teams
We scored 10 DAM platforms, including Bynder, Aprimo and Adobe AEM Assets, on AI search, asset delivery, integrations…
The Best AI Marketing Operations Platforms in 2026
An Independent Review for Marketing Operations & RevOps Teams
Aprimo edges Adobe Workfront, Tray.ai and Wrike in our 2026 ranking of 10 AI marketing ops platforms, scored…
How We Evaluate
Every product in every ranking is scored against the same seven criteria, at the same weights. Not a house style, a fixed instrument, and here it is.
- How scores are calculated
- What qualifies for inclusion
- How independence is kept
- 01 Scope & Breadth 20%
- 02 Quality & Reliability 15%
- 03 Utility & Output 15%
- 04 Communication & Integration 15%
- 05 Operational Excellence 15%
- 06 Trust & Versatility 10%
- 07 Evidence & Impact 10%
Applied identically to all 28 rankings and 280 products. Each ranking publishes this table too.
Get Your Product Evaluated by Mktg.Tech
At Mktg.Tech, we pride ourselves on being the independent voice for marketing technology. All 280 products across our 28 rankings were scored against the same published framework, on evidence anyone can go and check.
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Unbiased Validation
Our data-driven methodology gives your product the credibility it deserves in a crowded market.
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Targeted Exposure
Reach high-intent decision-makers at the exact moment they are looking for a solution in your category.
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Trust Assets
Earn “Top Rated” badges and technical audit reports to showcase on your own marketing materials.
Join the Index
Place in a ranking and this is yours to embed, linked back to the full report so anyone can check the claim for themselves.