AI SEARCH & DISCOVERABILITY
Get found by people
and machines.
Search is evolving beyond keywords and rankings into conversations, recommendations, and AI-generated answers. We help businesses stay visible by building the authority, structure, and content that modern search experiences are designed to surface, while AI agents accelerate the operational work behind every engagement. The brands winning 2026 are engineered to be the answer, not just an option on page one.
THE PROBLEM
Discoverability broke while marketing teams were watching dashboards.
Three shifts happened in eighteen months. Most B2B marketing teams are still budgeting as none of them did.
Buyers moved.
Reports didn't.
Your buyer starts with AI before they start with search. They build shortlists from AI answers before your SDR has their name. None of this shows up in Google Search Console. The pipeline you're missing is the pipeline you can't see.
Pages started competing for machines.
A page that ranked well in 2022 could be invisible to Perplexity today. Different signals. Different retrieval logic. Different definition of authority. Optimizing one site for two audiences with two mental models is now table stakes, and most estates were never built for it.
The category defined itself while you were shipping content.
For any B2B category, AI engines have already picked their default citations. Whoever earned trust signals first is the one being quoted now. That citation graph gets harder to displace every quarter. Waiting is the most expensive decision on the table.
WHEN TEAMS CALL US
Six patterns that mean the audit is overdue.
If two or more describe your quarter, you're already funding growth against outdated signals.
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You're mid-migration or about to be.
New CMS. New URL structure. New product hierarchy. Migrations quietly cost brands half their organic pipeline and their entire AI citation footprint if nobody engineers the transition. The plan has to exist before the launch, not after the drop.
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Impressions are growing. Revenue isn't.
Sessions up. MQLs flat. Your dashboard tells a story your CFO doesn't buy. Usually this is intent mismatch: you're winning on queries buyers stopped asking, invisible on the ones they're asking a language model.
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AI already has an opinion about your category.
Search a defining question in your category on ChatGPT. If your brand isn't in the answer, that's not a curiosity; it's a revenue gap. The longer the citation graph runs without you, the more expensive it becomes to enter.
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Your content estate has no owner.
Product publishes on one CMS. Marketing on another. Enablement on a subdomain nobody remembers. Same terms, four teams, zero coordination. Discoverability dies in the gaps between departments.
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Recovery from an update stopped working.
Post-update playbooks that worked in 2020 don't move rankings in 2026. Trust signals, entity clarity, and citation depth matter more than page-level tweaks. Recovery needs a different diagnostic than "let's refresh the copy."
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Search doesn't translate to a boardroom sentence.
The CMO can defend the paid budget. They cannot defend search. Not because it's underperforming — because the attribution model was never built to prove it. That's an infrastructure problem, and it kills programs that were actually working.
WHAT WE COVER
Six capabilities.
One integrated discipline.
Scoped independently, priced independently. Most engagements combine three to five.
Technical Discoverability
Everything a machine has to succeed at to consider your page in the first place. Crawl integrity, render fidelity, index hygiene, schema architecture, sitemap discipline, migration protection. Fixed once, monitored forever. Foundation for everything below.
AEO & GEO
The work that gets your brand cited in ChatGPT, Perplexity, Claude, Gemini, and AI Overviews. Citation research. Retrieval-shaped content. Corpus placement. Weekly monitoring. Measured in citation share of voice, the only metric that matters here.
Content & Query Architecture
Buyer questions mapped against your estate. Cannibalization eliminated. Topic clusters engineered to compound. A publishing governance system that keeps three years of content additive, not overlapping.
Entity & Authority Building
Knowledge Graph clarity. Category entity presence. Author verification. Third-party citation infrastructure. The reputational signals that separate a brand AI cites from a brand AI is unsure about.
Measurement & Share of Voice
Traditional rankings. AI citation share. Category share of search. Pipeline attribution. Tracked continuously. Reported in a format that survives a CFO review, not a screenshot of an analytics dashboard.
Strategy & Governance
The prioritized roadmap and the operating cadence to keep the estate coherent as it scales. Content standards, publishing gates, entity guidelines. So you're not paying us to fix the same sprawl in 2028.
THE MODEL
Agents move the work.
Humans move the strategy.
Everyone claims AI capability. Most added AI to an old delivery model. We rebuilt delivery around autonomous agents because modern discoverability demands weekly operational work that manual teams simply can't sustain.
AGENTS MOVE THE WORK
HUMANS MOVE THE STRATEGY
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Every strategic call — which buyer questions to win, which framing earns the citation, which corpora to invest in, what a share-of-voice shift means for the roadmap — is owned by a senior Pathloft strategist.
Nothing that requires taste, context, or a call that a board will second-guess is delegated to a language model.
Agents ship the work. Strategists ship the judgment.
THE STACK BEHIND AI SEARCH VISIBILITY
SEO & Search Intelligence
AI Search & Research
content management (CMS)
Automation & AI
