Tooling
Marketing technology
Also known as: martech, martech stack
Marketing technology, often shortened to martech, is the software a business uses to plan, deliver, measure and improve marketing. It covers categories such as content management systems, CRM, email and automation platforms, analytics, ad buying tools and data infrastructure. The particular set of tools a team runs together is usually called its martech stack.
What it is
Marketing technology is the tooling layer that sits between a marketing plan and the customer, handling publishing, targeting, sending, testing and reporting. A stack normally combines a few core systems of record, such as a CMS and a CRM, with a longer tail of point tools for specific jobs. Most of these tools are bought as subscriptions and connected through APIs, tags or data warehouse pipelines.
Why it matters
Discovery is limited by what your stack can publish, structure and see. If your CMS cannot output clean HTML, structured data or fast pages, your content is harder for search engines and AI crawlers to use, and if your analytics cannot separate assistant referrals from ordinary organic traffic you will under-report a growing channel. Stack decisions also shape how quickly a team can ship pages, tests and campaigns.
How it works
Practitioners map tools to stages of the customer journey, then audit for overlap, unused licences and broken integrations. They pick systems of record for customer and content data, connect the rest to those, and document who owns each tool and which reports depend on it. Reviews usually happen at renewal or during a replatform, with a short list of requirements rather than a feature-by-feature comparison.
When it applies
It applies whenever you are budgeting, replatforming, consolidating tools after a merger, or trying to measure a new channel such as AI assistants that your current reporting does not cover.
Examples
- A B2B team runs a CRM for pipeline, an email platform for nurture, a CMS for the site and a single analytics tool as the shared source of truth
- A retailer adds a customer data platform to join web, email and till data before launching personalised campaigns
- A growth team adds server-side tagging and a simple dashboard so referrals from AI assistants are reported separately from organic search
How it is measured
- Licence utilisation, the share of paid seats or tools actually used each month
- Total stack cost per channel or per acquired customer
- Integration health, counted as broken syncs, failed tags or data gaps per month
- Time from campaign brief to live, as a measure of stack friction
Related terms in Tooling
- Ahrefs Brand RadarAhrefs' AI-visibility module tracking brand mentions and impressions inside AI answers. Surfaces shifts in how brands appear across ChatGPT, Gemini, and other LLM surfaces.
- AI content detectionAI content detection is the use of software to estimate whether a piece of text, image, audio or video was generated by an AI model. Detectors return a probability or classification rather than proof, and accuracy varies with length, language, editing and model used. Because of that uncertainty, results are treated as a signal for review, not a verdict.
- AI watermarkingAI watermarking is the practice of embedding a signal into AI generated text, images, audio or video so the output can later be identified as machine produced. The signal is usually designed to be imperceptible to people but detectable by software that holds the matching key or detector. It is one of several provenance approaches used alongside metadata standards and content credentials.
- Bot detectionBot detection is the practice of identifying automated traffic to a website or API and separating it from human visitors. It distinguishes wanted automation, such as search engine and AI crawlers, from unwanted activity like scraping, credential stuffing and click fraud. Detection results feed decisions about what to allow, challenge, rate limit or block.
- Brave BrowserBrave is a Chromium based web browser from Brave Software that blocks third party trackers and most ads by default. It bundles privacy controls, Brave Search as the default engine, and an AI assistant called Leo. Because it strips tracking scripts, visits from Brave users are often harder to attribute in analytics.
- Brave SearchBrave Search is a search engine from Brave Software that serves results from its own web index rather than reselling another engine's results. It is the default engine in the Brave browser, offers AI generated answer summaries, and is sold to developers as the Brave Search API. That API makes it a grounding source for other search and AI products.
Primary research · August 2026
How ChatGPT Shortlists Software Brands
An audit across 10 categories and 60 buying questions. I recorded what ChatGPT reads, throws away and links to when a buyer asks it which software to buy, and what that decides.
- 60
- Questions asked
- 10
- Software markets
- 2,680
- Results read
- 367
- Links shown
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