We measure first, change content second and report what moved, so every recommendation is tied to citations you can see.





AI search tracking is scheduled polling, not a live feed, and we say so. We prefer official APIs and permitted methods over mass-scraping Google, scope query volume carefully, and report attribution with caveats. Tracking pipelines are classic code, answer analysis uses LLMs, dashboards run on low-code.
For a mid-market e-commerce brand that lost about 40% of high-intent organic traffic, our AI search tracking and GEO system earned top-three citations on 85% of priority queries and recovered 45% of lost direct organic conversions, live in three weeks. Explore our case studies.

Analytics, customer questions and product data stay inside your private cloud perimeter. Nothing trains a public model, and SOC2-aligned deployment practices apply from the very first tracking run.
The tracking pipelines, query sets, dashboards and content framework are yours. No monthly platform license or agency retainer is required to keep seeing your AI search visibility.
A founder who has run 900+ brand campaigns works next to data engineers, so content decisions and tracking pipelines are designed together, not handed between agencies.
We favor official APIs and sanctioned query methods, scope polling volume, and keep your domain out of grey-area scraping that could create legal or technical risk later.
$12,000+
A baseline of where AI engines cite you and your competitors across your highest-intent queries, plus a working tracking prototype in about two weeks. Best for brands seeing organic traffic fall without an obvious cause.
What's included?
Query Mapping: high-intent buyer questions defined and prioritized for your market
Engine Baseline: citations and share of voice across ChatGPT, Perplexity and AI Overviews
Tracking Prototype: daily citation dashboard running on your priority query set
Action Plan: content and data fixes ranked by expected citation impact
$28,000+
Daily AI search tracking plus full content engineering for your priority categories, deployed in your environment and owned by your team. This is the tier most mid-market brands choose to recover lost visibility.
What's included?
Everything in AI Visibility Audit: hardened into a production tracking system you own
Competitor Tracking: which rivals each engine cites, and how that shifts daily
Content Engineering: structured data, entities and answer-shaped pages for priority categories
Integration: analytics, CMS and product feeds connected through secure APIs
$55,000+
Multi-brand or multi-market AI visibility with automated content workflows, agentic monitoring that flags citation losses, and attribution reporting tied to your analytics. Built for companies where AI search drives a large share of demand.
What's included?
Everything in GEO System Build: extended across brands, markets and product lines
Agentic Monitoring: AI agents that flag citation drops and draft content fixes
Attribution Reporting: AI-search influence tied to conversions in your own analytics
Compliance & Training: SOC2-aligned deployment plus onboarding for marketing and content teams
You could hire a traditional SEO agency, buy another monitoring tool or pay an AI SEO retainer, or work with one accountable engineering team that owns the outcome.
Tracking and schema run on tested code, LLMs analyze answers and draft content, and dashboards ship on low-code your team opens daily.
Every recommendation ties back to citation and share-of-voice data on your own query set, refreshed on a daily schedule.
We optimize for the high-intent questions that drive purchases, not vanity prompts that never turn into real revenue.
Tracking code, query sets, dashboards and content frameworks stay yours, with no platform subscription required to keep them running.
Generative engine optimization fails when it is sold as a vague AI SEO retainer. We run it as four short stages, each with a measurable citation or conversion result before the next one starts.
Step 1
We identify the high-intent questions your buyers ask AI engines and measure where you and competitors appear in those answers today.
Step 2
A citation-tracking dashboard goes live on your priority queries within about two weeks, giving you a daily share-of-voice baseline to beat.
Step 3
We restructure product, service and category data into structured, entity-consistent, answer-shaped content that AI engines can parse, trust and quote.
Step 4
Daily monitoring shows which changes moved citations, and we keep tuning content until your AI visibility and organic conversions recover.
AI engines now shape shortlists in every category, but the mechanics differ by buyer. These are the markets where we already run production systems and understand how customers research before they buy.
GEO sits between marketing and engineering. Our founding team covers both, and a founder leads every engagement personally from audit to handover.



The founding team has built search and recommendation systems at scale, and our engineers average 5–7 years of senior experience.
Our team answers the questions marketing leaders ask before paying for GEO: what changes on the site, how fast citations move and how to measure revenue impact.
Every day your brand is missing from AI answers, competitors win buyers you never see. Book a free AI search visibility audit and you'll speak with a solutions architect, not a salesperson, about your real queries.
Tracking gives you a baseline within about two weeks. In our published e-commerce engagement, live tracking ran three weeks after kickoff, and citation and conversion gains followed once content engineering went live. Results vary by category and competition, so we commit only to measured milestones.
Projects start at $12,000+ for an AI visibility audit with a tracking prototype. A full GEO system with content engineering starts at $28,000+, and a multi-brand platform at $55,000+. You pay to build a system you own, and ongoing tuning is optional, not a mandatory retainer.
Yes. You own the tracking pipelines, query sets, dashboards, structured data and content framework outright. Everything runs in your environment, so you keep measuring AI search visibility after handover without paying for a proprietary platform or an open-ended agency retainer.
We use official APIs and permitted query methods wherever engines offer them, run checks on a daily schedule instead of claiming real-time feeds, and scope volume carefully. Large-scale scraping of Google results violates its Terms of Service, so we keep your domain out of that risk.
Yes. Generative engine optimization builds on your existing SEO rather than replacing it. We connect to your analytics, CMS and product feeds, add structured data and answer-shaped content, and share the same dashboards with your SEO team or agency so nobody works blind.
We report citation frequency, share of voice, competitor movement and conversions from your own analytics against the pre-launch baseline, with attribution caveats stated openly. After handover, your team can run the system in-house or keep us for periodic tuning. There is no mandatory retainer.