There’s a moment many marketers are experiencing these days: your CEO searches for something you know your brand should own, and an AI-generated answer appears at the top of the page with your competitors’ names in it while yours is nowhere to be found.
And even worse is when your site used to rank in the top Google results but is now getting ignored by LLMs. CEOs might hurl a desk out a window after seeing this.
That’s not always a content problem or a technical problem but a visibility problem, and it’s one that most organizations don’t have a clear roadmap to solve. But that’s exactly why we built the AI Search Strategic Roadmap.
“It’s written in a way that if you are starting at zero with AI Search and you implement all these suggestions we give you, you’re going to be poised to be successful going forward,” said iPullRank Lead Relevance Engineer Patrick Schofield.
Let’s talk about how the roadmap works, what it can tell you about your website, and some specific, actionable steps you can take to try and increase visibility.
What is a Strategic Roadmap?
The AI Search Strategic Roadmap is a prioritized, year-long action plan. Think of it as a highly informed to-do list built from real audit findings and sequenced by impact. It’s designed to make you well-positioned in AI Search.
We start with three big things:
- What you should keep doing
- What you should start doing
- What you should stop doing
More importantly, we answer why. That framing matters because it sets the scene before we get into the details. Executives need to understand what’s at risk, not just what’s recommended, and the roadmap is designed to speak their language.
It also lays out a helpful timeline, prioritizing what work should be done and in what order over the course of a year.
The Insights in a Roadmap
The roadmap doesn’t exist in a vacuum. It takes everything we’ve already learned about your organization through our AI Search Audits, such as your content gaps, your technical issues, your competitive position, and your measurement setup, and makes a single, coherent plan.
By the time we’re creating it, we already have a real picture of how your organization works, who owns what, where the internal blockers are, and which recommendations will move quickly and which ones will need buy-in.
The initial insights section gets into the specifics:
- How does your branded traffic compare to non-branded traffic, and what does that ratio tell us about your current exposure? AI models tend to cite well-known/more visible brands more often.
- Where do you currently appear in AI-generated answers, and where are you conspicuously absent?
- How do you stack up against competitors across the signals AI systems use to evaluate authority and relevance?
We look at page speed, bounce rate, common crawl data, and other elements that impact your site.
From there, we get into the recommendations that are specific to you: topical clustering, fan-out query optimization, information gain improvements, header and URL fixes, authorship signals, and much more. These suggestions go beyond generic best practices and are bespoke fixes tied to what the audits actually found.
We also discuss what tools we suggest using and what new metrics to measure as taken from our AI Search Measurement Plan. We’ve developed many new proprietary metrics because AI Search is making it more complicated to measure success these days.
Communicating with the C-Suite
Typically what happens is the SEO and content teams understand a particular problem. They’ve seen the data, they know what needs to change, and they’re frustrated. But they can’t get organizational momentum because leadership hasn’t been given the information in a way that makes sense to them.
A strategic roadmap is designed to solve that:
- It includes a business impact forecast that models what improved AI visibility could actually mean in terms of ROI if the recommendations are implemented well.
- It maps initiatives across Q1 through Q4 with a realistic implementation timeline.
- It covers budget recommendations.
- It addresses the risk and what’s at stake from doing nothing when impacted by things like algorithm updates, model shifts, and your competitors.
As iPullRank CEO Mike King puts it: “You’ll have everything you need in a very sleek, succinct deck on how to move forward, and we find that the C-level responds very well to it because it gives them just the information that they need.”
When to Use a Roadmap
The roadmap is most powerful when it follows an AI Search Audit. That’s because the audits are where we do the deep diagnostic work like content gap analysis, technical crawl, competitive benchmarking, visibility mapping, and more. The roadmap is where all of that becomes a plan.
“It’s more strategic,” said iPullRank SEO Engineer Michael Tandoh. “The roadmap has broader suggestions to improve AI visibility.”
And if you haven’t received an audit yet and if you’re starting from a place of knowing something isn’t working but not quite being able to name it, the audit is where we’d start before moving onto the roadmap.
These recommendations allow marketers to advocate for themselves and clearly lay out a successful plan to executives. These suggestions can also impact other departments, inspiring organizational change.
“We really get to know the client and their pain points,” Michael added. “We gain deep knowledge of how the client’s organization works.”
Getting a Strategic Roadmap
The AI Search Strategic Roadmap exists to help your brand, and not with vague advice or a list of best practices that made sense two years ago, but with a real plan that’s sequenced by impact, grounded in your actual audit findings, and built to get executive buy-in.
So if your CEO is still seeing competitors’ names in AI-generated answers instead of yours, you will have a solution full of tangible, actionable steps in a language that screams ROI.
If you need help with an audit or with developing your own strategic roadmap, reach out to us today and schedule a call with one of our experts. You don’t have to do this alone.
