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Measure · AI visibility measurement

Measure what improves your AI visibility.

Track your progress, understand which actions are associated with results and make better decisions about where to invest next.

aimentions connects your visibility data with the content, citations and community activity you've completed.

  1. SeeWhat's changing
  2. InvestigateWhat may be contributing
  3. ImproveUse the evidence in your next plan
app.aimentions.com/measure/roi
Search⌘KTesla UKJR

Measure · Return on investment

AI search drove £184k of pipeline this quarter.

Pipeline influenced

£184k

↑ 38% on last quarter

AI-referred sessions

12,480

↑ 2.1× since go-live

Return on spend

6.4×

£28.8k spend to date

Sign-ups from AI platforms, by week

Before aimentionsPricing page liveThis week

By AI platform

ChatGPT£92k
Perplexity£41k
Google AI£33k
Gemini£18k

Evidence, not activity.

See what's changing,

investigate what may be contributing

and use that evidence

to improve your next plan.

Start measuring your visibility
Progress

See how far your brand has progressed.

Visibility should be measured against a goal.

Measure
Overall AI visibilityCategory positionPrompt coverageHigh-intent visibilityCompetitor gapsTopic performanceProgress over time
Across reporting periods, markets and AI platforms.
Pick a goal
Buying-question visibility · 12 weeks
24%36%Goal 45%

“Your brand appeared in 24% of tracked buying answers at the beginning of the period. It now appears in 36%.”

Illustrative

More tangible than reporting how much content was published.

Impact

Understand which actions are making a difference.

You publish, improve pages and earn mentions in the same period. Which ones moved the needle?

aimentions lines up what you did with what changed next.

Buying-question visibility, with completed actions · Illustrative
ContentCitationCommunity
What was completed
Model Y vs rivals comparison page
When
Week 8
Relevant questions
11 comparison questions
Change that followed
+4 pts over 4 weeks
Did it persist?
Still rising

Association, not proof. AI search is influenced by many factors. Movement after an action doesn't establish that the action caused it.

Content Performance

See how your content performs over time.

Creating content is an investment. You should see whether it's paying off.

For each page: what it was built to answer, what changed after publication and where gaps remain.

Content performance, illustrative example
Content publishedDesigned to answerVisibility before → afterNext
Model Y vs rivals comparison pagePublished 6 weeks ago11 comparison questions18%29%Do more
Home charging cost guidePublished 9 weeks ago6 charging questions22%31%Keep
Real-world range page rewritePublished 2 weeks ago7 range questions12%14%Watch
Towing guidePublished 4 weeks ago5 towing questions9%9%Investigate
Illustrative
Example · Illustrative

“You published a new comparison page six weeks ago. Your visibility across its comparison prompts has increased from 18% to 29%.”

Not proof the page alone caused it, but useful evidence to investigate.
Explore Content Performance
Citation Performance

Understand the value of your citations.

Securing coverage is the beginning. Next: do those publications show up in AI answers, and is your wider visibility improving?

3 of 5recent placements now appear as cited sourcesIllustrative
AutocarFamily EVs · 3 weeks agoCited in AI answers
What Car?Model Y specs · 8 weeks agoCited in AI answers
Electrifying.comHome charging · 5 weeks agoCited in AI answers
Auto ExpressRange test · 2 weeks agoNot cited yet
CarwowComparison · 1 week agoNot cited yet
Illustrative

A useful observable result. Being cited should be kept separate from proving that a placement caused an overall improvement.

ROI

Connect AI visibility with business value.

Higher visibility is useful. More customers and revenue are what most businesses want.

aimentions brings together what you need to assess the commercial value of your programme.

Start with
Investment£2,700
Visibility progress+12 pts
Content activity6 pages
Citation activity5 placements
Then connect towhere integrations allow
Website visits1,840Measured
Qualified enquiries62Measured
Leads41Measured
Pipeline£96kModelled
Revenue£31kModelled

Measured outcomes come from connected data. Modelled estimates are always labelled as estimates.

A visibility increase alone isn't a financial ROI calculation.

Illustrative figures

Next Moves

Use what you've learned to improve.

Measurement isn't the end. It should help you decide: do more of what works, investigate what doesn't, stop what no longer makes sense.

Do moreYour comparison content is associated with stronger visibility.
InvestigateSeveral high-priority citation gaps remain open.
RespondYour competitors are gaining ground on a new topic.
WatchA previously weak market is beginning to improve.

Measure FAQs

How do I measure AI visibility?

AI visibility can be measured by observing how frequently your brand appears in responses to relevant tracked questions, how that compares with competitors and how those observations change over time.

Can aimentions prove which content caused an improvement?

Not conclusively from visibility tracking alone. aimentions can help connect content publication dates and associated questions with observed performance changes. Additional testing and evidence are needed for stronger causal conclusions.

How do I measure the effectiveness of citations?

You can monitor whether your placements appear as sources in tracked AI answers, how often relevant publications are cited and whether visibility changes across associated topics.

Can I calculate ROI from AI visibility?

You can measure the investment and observable visibility outcomes. Financial ROI requires credible commercial data, such as revenue attributable to the activity. Where that attribution is unavailable, estimates should be identified clearly as estimates.

How long does AI visibility improvement take?

There isn't one reliable timeline for every business. Results can vary depending on the market, competitive position, actions implemented and changes in AI systems. Repeated measurement helps establish whether improvements are emerging and persisting.

What happens after a 12-week cycle?

You can review your performance, evaluate the work completed, update your priorities and decide which activities deserve further investment.

Measure what improves your AI visibility.

Start measuring your visibility