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Signal AI Visibility Optimization (AIVO)

Everything feeding
one answer.

Are you in the answer when your buyers ask? Signal AIVO measures that, explains why you are not, and writes what closes the gap. Take the modules you need. Whichever parts you take, they read the same brand, the same competitor set and the same tracked questions, so a finding in one becomes an action in another.

Two colleagues at a laptop, one pointing out what matters in the result
Platform Assistant · ask any part of it a question in plain language WHAT IT READS FIRST Brand DNA Your positioning, category and competitor set Brand AI Assistant Asks only about the gaps, and writes them back Competitor Signals Who gets named instead, and what decides a list Social Signals Off-page: forums, reviews and communities WHAT COMES OUT AI Search Visibility Whether assistants name you when your buyers ask, and what to do about it. Are you named? The questions asked across the engines, on a schedule Why not? The sources each answer was built from, ranked Can you be quoted? The citability audit of your own pages Your SEO work decides what the engines read. This is where you find out whether it worked.
Three things feed one outcome. The citability audit sits inside AI Search Visibility, because whether an engine can use your page is part of whether you show up.

Where the software stops

Automate the gathering. A person does the judging.

Signal AIVO reads, reasons and drafts, and shows its working. Every decision that leaves a mark belongs to somebody with a name.

Hand it over

Work that is repetitive, reversible, and checked before it counts.

  • Watching, continuously
  • First drafts
  • Variations on a line you approved
  • Reporting, tagging, assembly
  • Alerts when something moves

Keep it human

Work where being wrong is expensive, public, or permanent.

  • Positioning, and the things you will never say
  • Pricing, and what you offer
  • Which finding is worth acting on
  • Anything a customer sees first
  • Anything you cannot take back
PLENTY OF THIS Tracked questions Engine answers Sources cited Competitor mentions Your own pages Organic rankings One person, one hour, one call A decision Which page to write next, and which source it has to appear on. Measuring more does not move the number. Another source widens the left-hand side and that is one decision instead of six dashboards.
Where the work actually stalls, and why another data source does not move it.

Brand DNA

Your brand voice, written down properly

A specification precise enough that software can follow it, and that survives the people who wrote it leaving.

SAY THIS NEVER THIS plain over clever unlock, leverage short sentences seamless, holistic name the number best in class admit the limit game changing A rule a person can follow is a rule software can follow.
The specification your brand book was trying to be.

Voice, with worked examples

Each voice attribute carries a do and a do-not written out, so the rule is demonstrated with examples.

The words you never use

Preferred and forbidden vocabulary, applied to everything Signal AIVO writes. If your brand has never once said "unlock", that is not an accident and it should not start now.

Your catalog and your documents

Upload your product range and the material you already have, guidelines, decks, research. Read once and kept, so nobody re-explains the brand every time.

Checked before it publishes

Every caption, ad and article is screened against regulatory, platform and brand risk before it can go out, and anything doubtful is held for a person.

Brand AI Assistant

It reads what we have before it asks you

The opposite of a forty-question brand brief. It works out what is already answered, then asks only about the gaps, and writes the answers back where the rest of Signal AIVO can use them.

88 Products 74 Business 61 Competitors 43 Identity 29 Audience 8 Goals The two thinnest are what it asks about. The rest it already worked out.
What it worked out before asking you anything.

No question script

It works out what is already known and asks only about the gaps, which is why people finish it.

Writes back automatically

Answers land in your brand profile where the rest of Signal AIVO can use them, where they stay useful.

Bring documents mid-conversation

Drop in a deck or a research file part way through and it reads them for you.

Researches when asked

It can go and look something up about your market, which is the difference between an interview and an assistant.

Competitor Signals

A competitive deck is out of date the day it lands

Research your competitors continuously instead of once a year, across the places your competitors are actually active, and get told where the gap is.

Nobody here the whitespace Loud Specific Quiet Broad Vendor A Vendor B You Vendor C Competitor names invented. Position is where the argument is.
Where each competitor stands, and where nobody does.

Who your competitors actually are

It proposes the competitor set from your own brand, then you keep, cut or add to it.

Share of the conversation

How much of the category each of you owns, tracked run over run, so you see movement and not a snapshot.

Whitespace

The topics and positions nobody in the set is occupying. Usually the most useful page in the report, because it is cheaper to win an empty question than a contested one.

Strengths and weaknesses, both ways

A worked read on each competitor and on you against them.

Social Signals

The pages an engine reads before it answers

Reddit threads, review sites, comparison articles and community posts are where an assistant forms its opinion of your category. This watches them continuously and ranks them by how often each one is cited in the answers you are tracking.

1,702 mentions matched your name 1,240 actually about you 312 shares your name 96 wrong industry 54 bot pattern Every one set aside keeps its reason, and you can overrule it.
What the relevance test kept, and what it set aside.

Sentiment and topics over time

Movement week by week with the spike explained, and what people actually talk about grouped by theme.

Share of the conversation

How much of the category conversation is yours against the competitors the rest of Signal AIVO is already tracking.

The words your customers use

Rarely the words in your brand book, and the earliest signal that a market has moved. It reaches the people writing, while it still matters.

Gaps against your own voice

Where how people describe you diverges from how your brand says it should sound, joined up so you can see the drift.

Platform Assistant

It has read everything before you ask

Ask from wherever you are. It already holds your brand specification, your tracked questions and their history, your competitors and your website score, so you are not briefing it every time.

You ask once. It answers from everything underneath

Illustrative

You ask: why are we not named for applicant tracking for small teams?

One question, typed in plain words, where it used to take four reports open side by side.

AI Search Visibility says: named on 12 of 40 questions

The outcome. Its page audit is part of this, and it says your comparison page cannot be quoted cleanly.

Competitor Signals fed it: two rivals named instead of you

The comparison set, which is what produced the question in the first place.

Social Signals fed it: a review thread is the source

The page the engine read before it named anybody.

Brand DNA fed it: how you say you are different

So the answer is measured against your own positioning.

One outcome and the three things that produce it. Every line says which part it came from, so a number can be traced instead of trusted.

Where you stand, in words

Which tracked questions name you, which engines miss you, and what moved since the last run.

What your competitors did

Who is being named instead of you, what they published, and where they are being cited.

What is being said

The off-page sources an engine reads, and which of them mention you.

Whether your pages can be quoted

The citability audit on any page, in plain language.

And it runs the work

Start a run, draft a brief or re-check a question from the same conversation.

What Signal AIVO reads

Your results, counted in your own analytics

Connect Google Analytics 4 and Search Console, and what changes is measured in numbers your team already trusts. Your website and documents go into Brand DNA, and the answer engines are read on your behalf.

Google Analytics 4

The visits AI assistants send you, counted as often as you need. The one number the work is judged on.

Google Search Console

Rankings, clicks and impressions for the same questions, so search and AI answers sit side by side.

Read-only, and checked the moment you connect it.

How we measure

AI Search Visibility

When someone asks an assistant what to buy

AI Search Visibility tracks how your brand is cited, or missing, in the answers ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews and the other assistants give to the questions your buyers actually ask. Answer Engine Optimization and Generative Engine Optimization are the names people give this work.

The work behind it is content engineering: structuring what you publish so a model can extract it, attribute it and quote it. Princeton's GEO benchmark put the lift from expert quotations at 41% and from cited sources at 40%, which is why this is engineering work.

Share of the answer: how often you are named against competitors

Illustrative

ChatGPT
65%
Claude
44%
Perplexity
38%
Gemini
52%

Gap found

You are not cited for "best applicant tracking system for a fifty-person company" on Perplexity. Two competitors are. A brief is ready for you to publish.

Whether you are named

Your category questions asked on a schedule across the major assistants and tracked over time, so you have a trend to watch.

Why you were not

Which sources the answer drew on, what the brands named instead have published, and how the assistants characterize you against them.

The questions nobody owns

The queries in your category where no brand has a hold yet, which is a cheaper place to win than the ones a competitor already occupies.

What to publish about it

A specific brief for the gap, structured so a model can extract it and attribute it, and written against your own brand specification.

Whether the fix worked

AI Search Visibility re-checks the question afterwards, so the loop closes on evidence.

Running on its own

The whole loop runs to a schedule behind one configuration, so nobody has to remember to check it this month.

Questions

Signal AIVO, answered

Ready to see it in action?

Live product demo. Personalized to your brand and challenges.