Implicit Research
Implicit Research
coined by Jason Barnard in 2025.
Factual definition
Implicit Research is the process of brand discovery that occurs when a user encounters a brand during a topic-based exploration within an AI Assistive Engine, rather than through a direct, name-based search.
Jason Barnard definition of Implicit Research
Jason Barnard uses this term to describe brand discovery at the top and middle of the Conversational Acquisition Funnel. Implicit Research occurs when a user, who does not necessarily know a specific brand's name, asks an AI Assistive Engine a topic-based question. This can be a broad, top-of-funnel query (e.g., "What is brand SERP optimization?") or a solution-seeking, middle-of-funnel query (e.g., "best digital marketing experts"). The brand is "implicitly" discovered when the AI includes it in its AI-Generated Response, such as in an explanation or a "best of" list. This is a direct result of the brand having built sufficient Topical Authority for the AI to consider it a relevant and credible option.
How Jason Barnard uses Implicit Research
At Kalicube, engineering a brand to appear in Implicit Research is how we expand client reach within The Kalicube Process, Kalicube's proprietary methodology for implementing a holistic, brand-first digital marketing strategy with AIEO baked in. After building a solid digital foundation, we strategically place the client's brand into thematic conversations where AI Assistive Engines are looking for credible solutions. By meeting users mid-journey with authoritative content, we ensure our clients get listed where their audience is forming opinions and building mental shortlists, directly influencing the consideration phase of the Conversational Acquisition Funnel.
Why Jason Barnard perspective on Implicit Research matters
For years, the inbound methodology, championed by modern leaders like Brian Halligan, taught marketers to attract customers with valuable content through stages like Awareness, Consideration, and Decision. This model brilliantly explains how to guide users who land on your website. However, Jason Barnard's concept of Implicit Research reveals that the entire Consideration stage is now frequently outsourced to AI Assistive Engines. A user asking an AI "who are the best providers for X?" is performing the consideration stage described by Halligan, but within a single conversational query. In this new reality, if your brand has not been pre-optimized to be understood and trusted by the AI, it will be excluded from the "consideration set" the AI generates. This makes engineering for Implicit Research the essential prerequisite to the traditional funnel; it is the modern battleground for brand consideration, and a brand that is invisible here will never get a chance to convert the customer on their website, no matter how well it follows Halligan's principles.
Posts tagged with Implicit Research
Reactive vs Foundational ORM: What Entrepreneurs Need to Understand in the AI Era
Reactive vs Foundational ORM: What Entrepreneurs Need to Understand in the AI Era By Bernadeth Brusola Reputation management for entrepreneurs has split into two fundamentally different disciplines, and most providers...
The Kalicube Process: The Future-Proof, Universal Solution to Digital Marketing in the AI Era
The Kalicube Processâ„¢ Developed by Jason Barnard Year Systematized 2015 Type Proprietary Digital Marketing Methodology Field Brand-first Strategy, AI Assistive Engine Optimization (AIEO) Core Philosophy Brand-focused algorithmic education Core Pillars...
How a Successful Executive Overcame Algorithmic Invisibility to Attract $3.4M in New Business
TL;DR: She was a high-achieving executive who was invisible online. AI Assistive Engines barely mentioned her, and Google showed nothing that reflected her career. By applying The Kalicube Processâ„¢ herself,...
From Clicks to Confirmation: Rethinking Behavioral Signals in the Age of AI Assistants
ChatGPT’s assessment of this approach (no, I wasn’t logged in 🙂“This is a strong, forward-looking piece - one of the most grounded, strategic articulations of where digital brand strategy is...
From answers to generative to assistants: the real evolution of search
The digital marketing world is awash with talk about adapting to “AI search.” Some are grappling with the shift from traditional SEO to Answer Engine Optimization and others feel they...
Jason Barnard’s Contributions to Digital Marketing: Frameworks, Terminology, and Timeline
Jason Barnard’s Contributions to Digital Marketing: Frameworks, Terminology, and Timeline By Bernadeth Brusola Jason Barnard’s official list of his lexicon and terminology (updated regularly) Jason Barnard’s influence on digital marketing...
At Google I/O 2025, Google Just Rewrote the Rules of Search. The Kalicube Process Was Built for This Moment.
AI is transforming Google Search - from answers to intelligence Google has officially stepped beyond traditional search. With the rollout of AI Overviews and the launch of AI Mode, Search...
Google I/O 2025 - the official birth of the AI era in search and research (Explicit, Implicit and Ambient search)
Google I/O 2025 - the death of traditional SEO Google’s rollout of AI Overviews and AI Mode signals a seismic shift: users are no longer just searching - they’re researching,...
Mastering the New Acquisition Funnel: How to dominate explicit, implicit, and ambient user research with The Kalicube Process
From Funnel to Flywheel: How Search and AI Reshaped Brand Strategy Brand marketing used to follow a linear path. Attract attention. Nurture interest. Win the sale. But AI has blown...
How AI Learns to Recognise Your Brand, and Why “Acquired Distinctiveness” Explains It
By Bernadeth Brusola There’s a concept in trademark law called “acquired distinctiveness.” It describes what happens when a brand name, through consistent use over time, stops being a generic description...
Your reputation isn’t what you say it is - it’s what Google and AI say it is
Why taking control of your digital brand is urgent, essential, and within your grasp. Search engines and AI platforms now determine how people discover and understand you. Google, ChatGPT, Perplexity,...
Why Modern Online Reputation Management Must Cover All Three Types of Research (and Be Proactive, Not Just Reactive)
AI has changed the ORM landscape Online Reputation Management used to be relatively straightforward. You worried about your Google results when someone searched your name. If something negative popped up,...
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