What does VISIBLD do?
VISIBLD measures how the six AI platforms buyers use (ChatGPT, Claude, Gemini, Perplexity, Grok and Google AI Overviews) describe and recommend a company. It finds every reason the company is missing or misrepresented, fixes it, and builds new content for the buyer questions the company does not answer today. Every number VISIBLD reports is measured, never invented. Where a number cannot be measured, VISIBLD shows a dash and explains why.
What is Citabld [1]?
Citabld is the software VISIBLD built to create content AI search wants to cite. The audit tells you what's broken. Citabld builds what's missing. It isn't a separate product you buy or log into. It comes with Package 2, and our team runs it for you. It has two engines, built in-house:
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Fan-out Engine:
when a buyer asks AI one question, AI quietly runs dozens more behind it. This engine finds those hidden questions (hundreds per category, across six AI platforms) and shows which ones you answer, which a competitor owns, and which nobody owns yet.
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Content Engine:
writes the missing answers: pages, comparisons and FAQs built so AI can quote them. In your voice, edited by a person, approved by you before anything goes live.
Find the hidden questions in your category. Rank which ones to win first. Write answers AI can quote. Get named in the answer your buyer reads.
Who is VISIBLD for?
Companies whose buyers ask AI first:
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B2B software and services:
long buying cycles, committees, and buyers who ask AI for a shortlist before they ask a peer.
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Professional services:
law firms, advisors, agencies and consultancies, where "who should I trust" is the whole question.
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Considered consumer brands:
purchases where the buyer asks "is this worth it for me" and reads an AI summary instead of ten tabs.
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Challengers:
brands AI already knows about but doesn't pick by default.
The 5 areas AI checks
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Technical:
schema code, crawler access, robots.txt AI rules, sitemap, llms.txt, page speed.
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Content:
answer-first pages, clear passages AI can quote, question-led FAQs.
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Entity:
one consistent set of company facts across the web, Wikidata where you qualify.
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Distribution:
review, directory and community profiles AI cites in your category.
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Authority:
awards, press and named customer proof, each linked to a live source.
How to start
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Free audit:
a score in about a minute, plus a 30-minute walkthrough with an AEO expert. Always free.
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Free Citabld fan-out session:
see the hidden questions AI asks about your category.
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A monthly package
, below. Both packages start with a booked call.
Packages
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Package 1, GEO Strategy & Implementation: $3,500/month, or $2,500/month on a 6-month term.
We fix the findings on your audit: two full audits a month, technical fixes, up to 6 pages rewritten, profile fixes, weekly tracking of you and up to 5 competitors, and a weekly call with your AEO expert.
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Package 2, VISIBLD + Citabld [1]: $5,000/month, or $3,333/month on a 6-month term.
Everything in Package 1, plus new content built by Citabld to be cited by AI. One team, one invoice.
Proof
Musio: a named client case study with before-and-after AI visibility data is published at /results.
What VISIBLD does not claim
No exact AI rankings or query volumes, because no platform exposes them. No guaranteed placement in any AI answer. No "are we in the training data?" detection, because it is not measurable.
Research
Grounded in published GEO research (Princeton, Georgia Tech, Allen Institute: arXiv:2311.09735) and large-scale AI citation studies. VISIBLD was founded by
Jordan Neville
.
Key pages
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Free audit
: a score in about a minute, plus a walkthrough with an AEO expert.
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How it works
: the 5 areas and how we fix them.
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Citabld
: the content engine inside VISIBLD.
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The tool
: the Fan-out Engine and the Content Engine.
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Why AI search
: how buyers use AI to choose.
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Who it's for
: the companies we work with.
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Results
: the Musio case study.
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Pricing
: Package 1 and Package 2.
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Book an AEO expert
: a call with our team.
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About
: Jordan Neville and how VISIBLD works.
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FAQ
: common questions about AEO, GEO and VISIBLD.
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Blog
: AI search playbooks and research.