# How We Reorganized our Agency Around AI Search > Source: > Published: 2026-07-16 15:00:00+00:00 Let’s be honest about where most marketing teams are right now. Traffic is disappearing in ways that are hard to explain in a report, attribution is getting confusing, and AI platforms are recommending competitors in categories where you’ve spent years building authority. Nobody asked for this (or planned for it). But it’s here, so how are we handling it? At iPullRank, we’ve spent the past few months rebuilding our AI strategy for the future. We looked at what AI Search requires for every stage of your business and built a service model around that, backed by teams with diverse skillsets and expertise that are needed for the future of search. Here’s what that looks like and what it can do for your organization. ## Where Do You Fit? To better serve a wide variety of businesses, we’ve developed services customized to three different stages of development: is for earlier-stage organizations: founder-led companies, smaller brands, local businesses, and startups that are building their AI Search foundation for the first time. You may have some content and a basic web presence, but your AI visibility is largely unknown and your team is small. The work at this stage is focused by design: establish your baseline, fix the highest-impact gaps first, and build a plan your team can execute.**Emerging** is for mid-market organizations that have a real SEO program, a content team, and leadership asking the right questions. You’re not starting from zero but you’re trying to close the gap between the strategy you need and the capacity to deliver it. The work at this stage is about building your systems, measurement infrastructure, and content program for AI Search.**Growth** is for enterprise organizations and high-budget brands operating at scale with multiple business units, distributed teams, regulated categories, technical debt, and executive stakeholders who need AI Search connected to revenue. You have brand authority and domain strength. The challenge is that none of it automatically translates to AI Search visibility, and the complexity of your organization makes building a program harder than it looks.**Elite** Not sure which one fits your organization? Take our [AI Search Readiness Quiz](https://ipullrank.com/ai-search/readiness-assessment). It takes about two minutes and will point you in the right direction. Now let’s talk about how our new services can help your business, no matter what stage you’re in. ## AI Search Is a Different Kind of Problem The anxiety that most marketing teams are probably feeling right now is legitimate. AI Search doesn’t reward the same inputs that traditional search did and most organizations aren’t accounting for this. AI Search adds a new set of variables: whether AI crawlers can access and interpret your content, whether your brand has enough entity recognition and third-party validation for AI systems to trust you as a source, whether your content answers questions fully rather than just containing the right keywords, and whether any of this is being measured in a way that connects to business outcomes. That requires a program-level response, and what we’ve built is that response. ### Strategic Planning: Know Where You Stand Before You Spend The most expensive thing you can do in AI Search right now is use the wrong strategy. We’ve seen organizations producing large amounts of content, fixing technical issues, and running PR programs without knowing what’s limiting their AI visibility or where competitors are being cited. Strategic Planning is where every iPullRank engagement starts, and we’ve rebuilt what that looks like for each stage of organization. **For Emerging organizations, that means:** - A focused Keyword Portfolio, focused on up to 1,000 keywords, built to connect directly to content priorities. - A Content Roadmap that sequences the work in a way a small team can execute. **For Growth organizations, that means:** - A larger Keyword Portfolio of up to 3,000 keywords. - A Conversational Search Competitive Analysis that shows where competitors are winning AI visibility at the passage level and why. - A Strategic Roadmap that turns findings into a prioritized 6-12 month execution plan. **For Elite organizations, that means:** - A Keyword Portfolio extending to 5,000+ keywords with Relevance Engineering passage evaluations. - A full competitive analysis across AI platforms. - An Audience Report showing how your customers actually make decisions and which AI tools they use. - A year-long AI Search Strategic Roadmap built for executive stakeholders requiring business impact forecasts in addition to SEO recommendations. Every engagement also starts with a Joint Business Plan and Joint Strategic Activation Plan to align your team and ours around your business priorities before any work begins. ### Content Engineering: Fix What You Have First I know most content teams don’t want to hear this but a significant portion of the content you’ve already published was built for a different standard, and that standard has changed. The question is how to close that gap efficiently without blowing up a content program that’s still delivering value. **For Emerging organizations, that means:** - A Content Relevance Audit, which is a page-by-page review that uses relevance scoring to identify gaps and prioritize what to fix first. **For Growth organizations, that means: ** - An Omnimedia Content Audit covering up to 5,000 URLs and two additional channels beyond your website. **For Elite organizations, that means:** - The full Omnimedia Content Audit, which covers your entire content ecosystem on every channel, format, and surface at scale. - A content plan containing what to build, what to fix, in what order, and why. - Content Engineering Briefs, which are page-level documents that identify the language, topic, and structural gaps preventing a specific page from performing in AI Search. - Content Optimizations, including hands-on implementation of those brief recommendations like structural edits, passage-level improvements, and freshness updates. For organizations building AI-assisted content pipelines, we also offer a Generative AI Content Plan and a Prompt Library. These are for teams that are already using AI to produce content, or would like to, and need a structured framework. ### Solutions Engineering: The Technical Layer Most Teams Skip Technical problems are the silent killers of AI Search programs. An organization can have a strong content strategy, a capable team, a real budget and still get poor AI visibility because AI crawlers can’t access the content. Solutions Engineering is our technical practice, and we’ve rebuilt it specifically around how AI systems work. **For Emerging organizations,** the Relevance Engineering Review addresses the most accessible technical opportunities first like the issues most likely to be blocking visibility, with the least implementation complexity, and quick wins that matter. **For Growth organizations,** the Relevance Engineering Technical Assessment is a full review of AI Search visibility, including query fan-out, passage performance, retrieval paths, and brand associations in model outputs. This is a different kind of audit than a traditional SEO crawl, and it surfaces a different set of problems. **For Elite organizations,** the full Relevance Engineering Technical Audit covers both AI Search visibility and every dimension of the site’s technical search setup. At enterprise scale, schema inconsistency and JavaScript rendering issues need remediation. Beyond the core audits, we offer a range of specialized technical work: - Local Search Audits for multi-location organizations. - App Search Audits for organizations with app store visibility needs. - Retail Search Audits for ecommerce and product-driven sites. - The Experimentation Plan is also worth calling out. It’s a testing roadmap across search surfaces for organizations that have addressed the obvious issues and want to find the next layer of improvement. - Link Relevance Audits, Usability Audits, and the full implementation layer of Solutions Audit, Solutions Requirements, Solutions Development, and Automated Testing. ### Conversation Engineering: The External Visibility Problem AI systems evaluate your brand’s presence across the web, including external citations, third-party references, community mentions, and digital PR coverage. All of it feeds into how AI platforms assess whether your brand is a credible, trusted source worth recommending. Conversation Engineering combines link building, digital PR, and community participation into one coordinated program designed to build the kind of external visibility that AI systems use to validate brand authority. It’s available for Elite organizations as both a strategic planning engagement and an ongoing managed program. ### Creative: Content Production That's Built for Retrieval Having a content strategy is one thing, but producing the content is another. And producing it at the right quality, depth, and cadence is where most programs run into trouble. Our Creative capabilities cover the full production spectrum, delivered through a credit model that gives organizations flexibility across the content types most relevant to their program. **Manual Content Creation** is written by human subject matter experts. It’s slower and costs more, but it’s the right investment for content like data journalism, branded content, and anything else that needs accuracy and industry depth.**Human-in-the-Loop Content Creation** is our standard production model consisting of AI-assisted drafting with human review for facts, accuracy, and added value. It’s how to produce supporting content and refresh work at a pace that a purely manual model can’t match. Every piece goes through editing and fact-checking before it goes anywhere near a client. Beyond written content, we produce image assets, wireframes, mockups, video, audio, and interactive content. For organizations building out a multimedia strategy, these capabilities are available as part of the content credit program. ### Measurement Engineering: Know What's Really Happening Most organizations know their Google rankings and traffic, but that’s not enough. And reporting to leadership on AI Search performance with only traditional SEO metrics is how you end up unable to prove anything is working. Every iPullRank engagement includes a Measurement Plan, which makes it possible to track impact, demonstrate progress, and give executives the numbers they want to see. Monthly Reporting provides ongoing visibility into performance trends and implementation impact. For organizations that need the technical infrastructure built, Measurement Engineering Implementation handles that. For Growth and Elite organizations, Relevance Engineering Assurance is an ongoing monthly program that combines SEO and content quality control into one program. ### Consulting: Making Everything Work All of the above is delivered inside an ongoing consulting relationship. Every client has access to strategic guidance that doesn’t fit neatly into a deliverable. - Additional consulting capabilities include: - Relevance Engineer Retainers - Content Strategist Retainers - Embed engagements where iPullRank expertise sits directly inside your team - Recovery work for organizations dealing with organic visibility declines - Site Migration support - Executive POV Writing for boards and C-suite audiences ## We Know This Is A Lot AI Search is genuinely hard right now. Everything is continuously changing and evolving. The industry is full of agencies that have updated their websites without updating their methodology. Your team is trying to navigate all of this while still running the programs that are currently paying the bills. We’re not going to tell you it’s simple. It’s not. What we will tell you is that it’s navigable with a clear picture of where you actually stand, a strategy built around your specific gaps, and a partner who’s done this work enough to tell you what’s realistic and what isn’t. That’s what we’ve built and what it can do for you. Now let’s talk. [Reach out to us](https://ipullrank.com/ai-search/request-recommendation) directly to get started. Or, take our [AI Search Readiness Quiz](https://ipullrank.com/ai-search/readiness-assessment) to see what you really need for your organization.