Clovion AI

Most AI visibility platforms give you dashboards. Clovion gives you fixes.

Dashboards help you understand what’s happening. Recommendations help you improve it.

Clovion analyzes how AI models cite, describe, and compare your brand, then turns those patterns into prioritized recommendations your team can act on.

Get Free Score
DashboardRead-only
Citation rate4.4%
Share of voice3.2%
Prompts missing you34 / 61
SentimentNeutral
No action attached
RecommendationReady to act
High prioritySource presence
Get cited in the G2 comparison set

Claim your G2 category profile and add verified reviews so AI stops recommending competitors without you.

g2.com/categories/ai-visibility

Find The Gap. Fix The Cause.

Sources AI citesYou
G2
Comparison listicles
Reddit threads
Industry directories
Absent from 4 / 4 surfaces

Source-presence gap

AI models are citing third-party pages like G2, comparison listicles, Reddit threads, and industry directories — but your company is missing from those surfaces.

Fix:Get listed, mentioned, or represented on the sources AI already relies on.
/pricing Retrieved Not cited
Missing the detail AI needs
ProofComparisonStatisticExample

Substance gap

Your page is retrieved, but not cited.

That usually means the page exists, but lacks the specific proof, comparison, statistic, example, or detail the model needs to use it confidently.

Fix:Add more substance to the pages AI is already finding.
How AI describes you
−“Enterprise-only, hard to implement, and too expensive for small teams.”
+“Fits teams of any size and onboards in a day.”

Framing gap

Your brand is cited, but described incorrectly.

Maybe AI says you’re enterprise-only, hard to implement, too expensive, or not suitable for a certain market.

Fix:Correct the source carrying the wrong framing, not just your own website.

Every Recommendation Includes

  1. What Clovion found

    A clear explanation of the gap affecting your AI visibility.

  2. Why it matters

    How the gap may influence whether AI cites, recommends, or accurately describes your brand.

  3. What to fix

    A practical action tied to the right fix class: source presence, substance, or framing.

  4. Where to act

    The specific page, source, or surface where the change should happen.

Recommendation · REC-2481Get cited in the G2 comparison set
High prioritySource presence
What Clovion found

You’re absent from the G2 “Best AI Visibility Software” category page that ChatGPT and Perplexity cite when buyers ask them to compare tools in your space.

Why it matters

That listicle is cited in 34 of the 61 prompts where competitors get recommended and you don’t. Being missing from the source keeps you out of the comparison set entirely.

What to fix
Fix classSource presence

Claim and complete your G2 category profile, then request 8–10 verified reviews so the page starts representing you alongside the tools AI already lists.

Where to act
g2.com/categories/ai-visibility-softwareThird-party source · not your website

We Don't Stop There

We help you measure whether your changes actually worked.

Once a recommendation has been implemented, Clovion continues monitoring the prompts, citations, sources, and visibility metrics it was designed to influence.

You can see whether the recommendation is improving your AI visibility, whether more data is needed, or whether further action is required.

ImplementedREC-2481 · Get cited in the G2 comparison setStill tracked against what it was meant to influence.
Promptswatching for you61 tracked
Citationsappearing more+3.3×
Sourcesnow representing youG2 · Reddit
Visibility metricsmeasuring lift↑ trending

Track The Outcome

Implementation lifecycle

Follow every recommendation from Baselined to Issued, Implemented, Measuring, and Resolved.

Baselined
Issued
Implemented
Measuring
Resolved
Citation movement

See whether the target sources start appearing more often in AI answers.

Before+3.3× cited
Visibility trend

Track whether your brand is cited, ranked, or recommended more often after the fix.

Cited · ranked · recommended↑ trending
Confidence signal

Understand whether the change appears meaningful or still needs more data.

Data sufficiencyMeaningful

From Insight To Improvement

Clovion doesn’t just show you where your AI visibility is weak.

It identifies the type of gap, recommends the right fix, and helps you track whether that fix changed how AI represents your brand.

01

Identify the gap type

Source presence, substance, or framing — the cause behind weak AI visibility.

02

Recommend the right fix

A prioritized action tied to the fix class and the exact surface to change.

03

Track the change

Watch whether the fix changed how AI cites, ranks, and describes your brand.

Recommendation Engine