Pixel the SEO CatAI assistant · typically instant
ChatGPT, Claude, Perplexity, and Gemini now shortlist vendors before buyers ever see a SERP. We map your prompt journey, measure who gets named, and run the program that makes it you.
Six workstreams, one senior team, every hour logged.
Real prompts collected from recent customers across awareness, shortlist, and validation stages.
Those prompts run monthly on all four platforms, with every named brand logged against yours.
Alternative-to and versus pages with real specifics, the retrieval bait that sets the frame for your category.
Presence earned on the exact third-party pages each platform pulls when answering your buyers.
Agent access, llms-friendly structure, and clean entity data so being read is never the bottleneck.
Sentiment of mentions tracked and corrected: recommended beats listed beats cautioned.
Every service on this site bills at the same senior-specialist rate. No packages, no retainers, no lock-ins: you approve a written hour estimate before we start.
B2B SaaS
Absent from every shortlist prompt while two rivals split the recommendations. The comparison layer plus eleven pool placements made them a named option in 11 alternative queries within one quarter.
More case studiesshortlist prompts won
platforms naming them
demo requests
“AEO was a buzzword to our board until the before and after answer-box report. Now it is a budget line.”
“We rank, we get cited by Gemini, and I understand every invoice. That combination did not exist before them.”
“They took us from invisible to cited in ChatGPT answers for our core category in one quarter. The hourly logs made budgeting painless.”
Twelve straight answers before you ever get on a call.
GEO is the citation engine; AI Search Visibility adds the buyer-journey layer: prompt mapping, shortlist scoreboards, and comparison content. Most clients run them together.
You influence what it retrieves. Better sources, better claims, and consistent entities change the answers; there is no backdoor, and anyone selling one is lying.
We trace the retrieval source feeding the error, fix or displace it, and re-test. Corrections usually propagate within one or two refresh cycles.
Better than in classic search. Models cite specific, well-structured sources, and specialists beat household names on precise prompts weekly.
Six reproducible KPIs: citation count, share, query coverage, sentiment, source wins, readiness score. Raw answers logged as evidence.
Wherever content and PR already live. We plug into marketing as the measurement and strategy layer, not another silo.
Every service bills at the same senior rate. You approve a written hour estimate before any work starts, and every invoice ships with a task-level time log. No packages, no minimum retainers, no lock-in contracts.
Senior specialists with 8 or more years in search, supported by our AI search research team. We never hand delivery to juniors or outsource it; the person on your kickoff call is the person in your account.
Most engagements kick off within 2 business days of an approved estimate. Urgent fixes, penalties, migrations, or launch deadlines, can start same-day on request.
Yes. We serve the US, UK, Australia, and the Middle East daily, with overlapping working hours and reporting aligned to your time zone.
A monthly report your leadership can actually read: rankings, answer-box and AI citation coverage, work completed with hours, and the plan for the next cycle. Dashboards on request.
Yes. Because billing is hourly against approved estimates, there is nothing to cancel. Finish the current approved scope, or pause it, and you owe nothing further.
Practitioner guides related to this service.
Buyers ask AI to define the problem, shortlist vendors, and sanity-check pricing. Each stage retrieves different content.
Alternative-to and X vs Y pages map exactly to how buyers prompt. Whoever writes them sets the frame.
If it is not measured, it is a vibe. These six numbers turn AI search into a line chart leadership can act on.
Tell us the goal. We reply within one business day with a plan and a written hour estimate at $45/hr.
Start a Project