AI SEO VISIBILITY OVERVIEW

Analyse your brand across AI search from one overview.

Wranker’s AI SEO Analysis Tool shows AI Visibility Score, Google AI Overview coverage, AI Mode mentions, LLM prompt visibility, volatility, wins, losses and opportunities in one connected workspace.

Google AI + answer enginesBrand and competitor visibilitySnapshots, tasks and reports
AI Visibility Score
weighted index
84
+8 pp
Google AIO Coverage
tracked keywords
67%
+11%
Google AIO Citations
owned sources
126
+24%
AI Mode Mentions
brand appearances
49
+15%
LLM Prompt Visibility
answer engines
62%
+7 pp
Volatility
lower is better
18%
−6 pp
AI citations and mentions over time
Combined visibility trend across Google AI and answer engines
AIOAI ModeChatGPTPerplexityGemini
Visibility Score
84
Strong
+8 pp this period
Engine breakdown
Share of AI visibility by surface
5 engines
Google AI Overviews
138 mentions · 126 citations
32.4%
+6.8 pp
Google AI Mode
49 mentions · 37 citations
18.8%
+3.2 pp
ChatGPT
84 mentions · 42 citations
21.6%
+4.1 pp
Perplexity
57 mentions · 33 citations
14.1%
+2.6 pp
Gemini
51 mentions · 28 citations
13.1%
+1.9 pp
Competitor share of voice
Wranker vs tracked competitors
Wranker
41%+23 pp
RankFlow
24%−9 pp
SearchDeck
20%−7 pp
Semrush
15%−5 pp
Wins and losses
Snapshot changes that explain AI visibility movement
Top 3
Keyword / promptEngineWhat changedImpact
best AI SEO tools for agencies
Google AIO
Entered citations at #394
AI SEO reporting dashboard
Perplexity
Recommended above 2 competitors88
generative engine visibility platform
ChatGPT
RankFlow replaced top mention81
AI opportunities
Highest impact actions to improve visibility
Close AIO citation gap
18 high-intent keywords cite competitors while Wranker ranks organically.
92
Refresh comparison pagesTask
Improve prompt recommendations
ChatGPT mentions Wranker but does not position it as the primary choice.
86
Add proof-led feature blocksTask
THE OLD WAY

AI visibility breaks down when every engine is checked by hand.

Search teams can no longer understand visibility by looking at classic rankings alone. Brands are mentioned, cited, replaced or ignored inside AI answers, and those answers change across engines, prompts, locations and dates.

No single AI visibility score
No engine-level comparison
No clear wins and losses
No action path from AI gaps
Disconnected AI checks
Google AI Overviews
AI Mode
ChatGPT
Perplexity
Gemini
Rank tracker
GSC queries
Manual screenshots
Client report
Manual review output
18
Screenshots
42
Prompt notes
0
Assigned tasks
6

Core overview KPIs: AI Visibility Score, AIO Coverage, AIO Citations, AI Mode Mentions, LLM Prompt Visibility and Volatility.

5

AI search surfaces in the overview model: Google AI Overviews, Google AI Mode, ChatGPT, Perplexity and Gemini.

2

Primary investigation paths: visibility trends and competitor AI share-of-voice comparison.

1

Action loop from AI signal to snapshot, opportunity, task, report and content update.

THE AI VISIBILITY LOOP

From AI signal to assigned action in five steps.

The overview is designed as an operating loop, not a passive reporting screen. Teams set scope, score visibility, break down engines, explain movement and convert opportunities into work.

1
01

Set scope

Choose the project, date range, country, device and engine coverage so every AI visibility signal is measured against the same brand context.

2
02

Score

Review AI Visibility Score, Google AIO Coverage, AIO Citations, AI Mode Mentions, LLM Prompt Visibility and Volatility in one KPI strip.

3
03

Break down

Compare Google AI Overviews, Google AI Mode, ChatGPT, Perplexity and Gemini to see which surfaces mention, cite or recommend your brand.

4
04

Explain movement

Open trends, competitor share of voice, gained visibility and lost visibility to understand what changed and why it matters.

5
05

Act

Turn missed citations, competitor replacements, volatility spikes and AI opportunities into tasks, snapshots, reports and content actions.

AI VISIBILITY SCORE

Start with one explainable score, then see what drives it.

AI Visibility Overview gives teams a clean starting point: a weighted visibility index, six supporting KPIs and clear engine movement. The score is not a black box; it is designed around Google AIO citation share, AI Mode mention share, LLM recommendation share and stability.

AI search reporting usually starts with screenshots, manual prompt tests and disconnected notes.
Wranker turns AI citations, mentions, prompt visibility and volatility into one explainable overview score.
Track AI Visibility Score, AIO Coverage and AIO Citations together.
See AI Mode Mentions and LLM Prompt Visibility beside volatility.
Use helper copy and Settings to keep scoring transparent.
AI Visibility Score
Weighted visibility index
74
Stable
Current period
28-day snapshot
+6.2 pt
Score trendImproving
What drives the score
Four transparent inputs explain every movement.
V1 model
AIO citation share
29.6 pts contribution
40%
Weight
AI Mode mentions
18.4 pts contribution
25%
Weight
LLM recommendations
17.1 pts contribution
25%
Weight
Stability
8.9 pts contribution
10%
Weight
ENGINE BREAKDOWN

Compare Google AI, ChatGPT, Perplexity and Gemini in one view.

Different AI search surfaces behave differently. Wranker separates visibility by engine so users can see whether the brand is gaining in Google AI Overviews, dropping in AI Mode, or being recommended more often in answer engines.

Teams test each engine separately and still cannot compare the results consistently.
Wranker shows engine-level visibility, trend direction and detail links from one horizontal engine bar.
Google AI Overviews and AI Mode remain visible as separate Google AI surfaces.
ChatGPT, Perplexity and Gemini are tracked as AI answer engines.
Each engine block links users into deeper tracking views.
Engine breakdown
Share-of-voice from AI citations and mentions.
5 engines
Visibility distribution
Google AI + answer engines
Google AIO
138 mentions · 126 citations
32.4%
+6.8
Details
AI Mode
49 mentions · 37 citations
18.8%
+3.2
Details
ChatGPT
84 mentions · 42 citations
21.6%
+4.1
Details
Perplexity
57 mentions · 33 citations
14.1%
+2.6
Details
Gemini
51 mentions · 28 citations
13.1%
-1.2
Details
TRENDS AND COMPETITORS

See AI citations over time and who is replacing you.

The overview includes trend charts for your AI mentions and citations, plus competitor AI share-of-voice movement. Users can explain whether visibility improved because more AI answers cite them, or declined because competitors replaced them.

Competitor AI visibility is usually recreated manually from prompt notes and separate SERP checks.
Wranker compares your visibility trend and competitor share of voice in the same overview row.
Stacked trend view shows citations and mentions by engine.
Competitor chart highlights which brands are gaining AI share of voice.
Trend movement can lead into snapshots, opportunities and reports.
Citations & mentions trend
Stacked by Google AI and answer engines
Combined
AIO34
AI Mode17
ChatGPT23
Perplexity20
Gemini12
Competitor SOV trend
Weekly visibility split across tracked brands
Wranker
37%+11 pp
RankFlow
26%−7 pp
SearchDeck
18%−4 pp
Replacement watch
Competitors gaining where Wranker was cited
17 changes
RankFlow
8
Google AIOreplacement
SearchDeck
5
Perplexityreplacement
OptimizerPro
4
ChatGPTreplacement
WINS, LOSSES AND OPPORTUNITIES

Turn AI visibility movement into specific next actions.

The overview does not stop at the chart. Wins and Losses explain what changed for keywords and prompts, while the Opportunities preview shows high-impact actions such as citation gaps, competitor replacements and content refresh opportunities.

AI visibility reviews become observations that never reach content, PR or task workflows.
Wranker adds View Snapshot, Create Task and Open Opportunities actions directly where the change appears.
Wins and losses are separated so gains and risks are easy to scan.
Rows show keyword or prompt, engine, change summary and action buttons.
Opportunity cards include impact, reason and recommended next action.
Wins, losses & opportunities
Movement, snapshots and task-ready actions from one overview
Last 28 days
Gained visibility
12+4
Lost visibility
08−3
Open opportunities
05High
Visibility movement
Top changes between snapshots
4 items
best AI SEO tools for agenciesKeyword
Google AIOEntered citations at #3
SnapshotTask
Gained84Jun 10
AI visibility platform comparisonPrompt
ChatGPTBrand now recommended
SnapshotTask
Gained76Jun 09
rank tracking softwareKeyword
PerplexityCompetitor replaced your citation
SnapshotTask
Lost79Jun 08
AI content optimisation workflowPrompt
GeminiMention removed from response
SnapshotTask
Lost66Jun 07
Opportunities
Highest-impact next actions
Open
86
AIO citation gap
Competitors cited for 18 high-intent keywords.
Refresh comparison contentTask
78
LLM recommendation gap
ChatGPT recommends RankFlow on buyer prompts.
Update pricing proof sectionsTask
67
Content refresh
Lost citations after source text changed.
Rewrite answer-ready introTask
Action loop ready for the team
Every movement row can open evidence or become assigned SEO work
14
Snapshots reviewed
07
Tasks drafted
05
Report notes
SETUP AND DATA FRESHNESS

Avoid blank dashboards with setup, collection and freshness states.

AI Visibility Overview is designed to work after a guided setup creates brand definitions, competitors, keywords, prompts and tracking limits. If data is still collecting, the overview keeps users informed with skeletons, last-updated states and clear setup paths.

Users open AI dashboards that are empty, stale or unclear about what is being tracked.
Wranker shows tracking scope, freshness, setup status and collection states before users make decisions.
Setup wizard defines domain, brand variants, competitors, keywords, prompts and limits.
Header filters keep date range, location and device consistent.
Freshness and collecting states make the overview trustworthy from first run.
Setup, collection & freshness
Scope is configured before dashboards populate with first snapshots
Tracking enabledFirst snapshot collecting
Setup status
Read-only tracking scope
5/5 done
Domain & brand
wranker.com + variants
Complete
Competitors
rankflow.io, searchdeck.ai
5 added
Keywords
GSC + Rank Tracker import
420 tracked
Prompts
ChatGPT, Perplexity, Gemini
86 active
Tracking & limits
$25 usage guardrail
Weekly
Data freshness
Snapshot recency by source
Fresh
2h
Google AIO
last snapshot
4h
Prompt engines
last run
4h
Competitors
SOV refresh
Overview loading state
Last updated: —
Collecting
Collecting first snapshot…
Weekly cadence · United States · Desktop · no ETA shown
DATA BOUNDARIES

Know which data powers every AI visibility signal.

The overview separates Google AI search data, AI answer engine data, organic SERP context and brand definitions so teams understand where every metric comes from.

Google AI Search

AI Overviews, AI Mode, AIO citations and cited domains

Measure Google AI visibility for tracked keywords and compare AI citations with organic visibility.

LLM APIs

ChatGPT, Perplexity and Gemini prompt results

Track answer-engine mentions, links, recommendations, citations and prompt-level run history.

Rank Tracker / SERP data

Organic position, keywords, volume and SERP overlap

Connect classic organic rankings with AI Overview and AI Mode visibility gaps.

Brand configuration

Brand names, variants, domains and competitor definitions

Detect mentions, citations and competitor replacements accurately across AI answers.

BUILT FOR EVERY AI SEO WORKFLOW

One overview for specialists, teams and agencies.

The same AI visibility data can support a solo audit, an in-house growth workflow or a client-facing agency review.

SOLO SEO

See whether AI engines can find and trust your brand.

Stop checking AI answers one by one. Start from a single visibility score and drill into the engines, keywords and prompts that moved.

  • Track AI visibility without manual prompt testing
  • See Google AIO coverage and LLM prompt visibility together
  • Create tasks from missed citations and lost mentions
IN-HOUSE TEAM

Make AI search visibility measurable across SEO, content and brand.

Give every team a shared operating view of AI citations, answer-engine recommendations, competitor movement and volatility.

  • Explain which engine is driving visibility gains or losses
  • Prioritise content refreshes and brand-protection actions
  • Use snapshots and reports for stakeholder reviews
AGENCY

Report AI visibility across clients before competitors control the story.

Show where clients are cited, missed or replaced across Google AI and AI answer engines with a repeatable reporting workflow.

  • Compare client and competitor AI share of voice
  • Turn opportunities into assigned SEO tasks
  • Add AI visibility sections to client-ready reports
Placeholder testimonial — replace with customer proof about how AI Visibility Overview helped a team explain AI search movement and prioritise content actions.
AI
Customer proof placeholder
Replace with verified user, title and company
REPLACE WITH VERIFIED METRIC
0%

Placeholder metric — replace with verified benchmark once Wranker has customer usage data for AI visibility reporting.

WHY WRANKER

AI visibility analysis without the manual stitching.

Wranker turns AI search tracking into an explainable operating workflow rather than a folder of screenshots.

Workflow
Without Wranker
With Wranker
Measure AI search visibility
Manually search Google AI, test prompts in several engines and paste screenshots into documents.
Start from AI Visibility Score, engine breakdown, KPI trends and visibility movement in one overview.
Explain what changed
Compare answers by memory and guess whether a citation, mention or competitor changed.
Use wins, losses, volatility and snapshot links to see whether you gained, lost or were replaced.
Compare competitors
Manually count which brands AI engines recommend across prompts and keywords.
Review competitor AI share of voice and engine-level visibility from the same dashboard.
Act on gaps
Insights end as notes with no owner, deadline or content workflow.
AI opportunities become Create Task actions, content updates, prompt additions and report sections.
Keep tracking trustworthy
Users land in a blank dashboard or stale data without knowing what is collecting.
Setup, freshness, last-updated states and collecting snapshots keep the overview transparent.
START WITH VISIBILITY

See where AI search already finds you — and where competitors are replacing you.

Start with a free audit, then scale into AI visibility tracking, engine comparisons, opportunities, alerts, tasks and reporting when your project is ready.

WHAT YOU GET
AI Visibility Score and supporting KPI strip
Engine breakdown for Google AI and answer engines
Wins, losses, volatility and opportunity preview
Create Task, View Snapshot and report-ready workflows
FAQ

AI Visibility Overview questions, answered.

Direct answers for search teams comparing AI SEO dashboards, AI answer engine tracking and generative visibility tools.

What is AI Visibility Overview in Wranker?+

AI Visibility Overview is the default AI SEO dashboard view that shows how a brand appears across Google AI Overviews, Google AI Mode and AI answer engines. It combines AI Visibility Score, engine breakdown, trend charts, wins, losses and opportunity previews into one workspace.

Is Wranker an AI SEO analysis tool?+

Yes. Wranker’s AI Visibility Overview acts as an AI SEO analysis tool by measuring brand visibility, citations, mentions, prompt recommendation status, volatility and competitor movement across AI search surfaces.

Which AI engines are shown in the overview?+

The overview is designed for Google AI Overviews, Google AI Mode, ChatGPT, Perplexity and Gemini in the core workflow, with Claude supported as a later optional engine when enabled.

What KPIs appear in AI Visibility Overview?+

The KPI strip includes AI Visibility Score, Google AIO Coverage, Google AIO Citations, AI Mode Mentions, LLM Prompt Visibility and Volatility. Each card uses a value, delta and compact trend indicator.

How is AI Visibility Score calculated?+

The V1 scoring model is designed as a transparent weighted index using Google AIO citation share, AI Mode mention share, LLM prompt recommendation share and stability. The dashboard explains the model through helper copy and Settings controls.

Can I see which AI engine improved or declined?+

Yes. The Engine Breakdown panel compares visibility across Google AI Overviews, Google AI Mode, ChatGPT, Perplexity and Gemini, with trend direction and detail links for each engine.

Can wins and losses become tasks?+

Yes. Wins and Losses rows include actions such as View Snapshot and Create Task, so teams can investigate changes and assign follow-up work without leaving the workflow.

Does the overview include competitor AI visibility?+

Yes. The overview includes competitor comparison charts and opportunities that show where competitors were cited, mentioned or recommended instead of your brand.

Can agencies report AI visibility to clients?+

Yes. Wranker is built to add AI visibility scores, trends, wins, losses and opportunities into reporting workflows so agencies can package AI search performance for client reviews.

AI SEARCH IS THE NEW VISIBILITY LAYER

Make AI visibility measurable before it becomes a mystery.

Start with a free audit, then use Wranker to track AI search visibility, competitor movement, opportunities, tasks and reports from one workspace.

No credit cardQuick setupScale when ready