AI visibility overview
All AI platforms · Worldwide
Platform breakdowncitation rate + avg position
Topic volume trendSep 2025 – Mar 2026
Citation source types7,730 citation rows
Top cited pages
Intent distribution
Validation ecosystem
URL × platform presence · Ghost pages · Authority hub targets · Social signals
Brand URL × platform citation heatteal = cited on 3+ platforms
| Page URL | ChatGPT | Perplexity | Copilot | Platforms | Total |
|---|
Top cited 3rd party domainsnon-brand domains · ranked by total citations · click to open
Upload citations file to see 3rd party domain data.
YouTube citations by prompt51 total
Reddit citations by prompt22 total
Platform avg position when citedlower = better
Ghost pages — cited in prompts but never directlyAI knows the topic, ignores the URL
These pages appear in prompt-topic clusters but receive zero direct citations. Adding FAQ schema and cited authority signals would convert prompt adjacency into direct AI references.
Upload citations + sources files to see ghost pages.
Authority hub targets — cited by AI, zero brand presence12 high-impact domains identified
Domains that appear frequently across AI citations but never reference the brand. A single mention on any of these earns citation adjacency across dozens of prompts.
Gap matrix
Prompts where brand is absent · Ranked by opportunity score (volume × citations)
| Prompt ↕ | Monthly vol ↕ | AI citations ↕ | Intent | Competitors ↕ | Opp. score ↕ | Action |
|---|
Topic whitespace (Semrush gap)
Page readiness × gap severity
Competitive intelligence
Content velocity · Co-citation network · Topic momentum
Content depth — unique URLs citedcontent coverage proxy
Citation ecosystemco-cited domains
Topic momentum & competitor signals
GROWING TOPICS — BRAND ABSENT
WHEN AI CITES A COMPETITOR, THESE DOMAINS ALSO APPEAR
Domains that AI cites alongside each competitor — winning these earns citation adjacency
Persona journey map
AI coverage by ICP × buyer stage — dark cells = brand invisible to AI at that touchpoint
Strong presence
Partial presence
Absent / gap
Score = % of stage prompts where brand appears in AI answers
Highest-value persona gaps
Prompt coverage by stage
Prompt universe browser50 prompts loaded
Action queue
Auto-generated from insight analysis · Status persists across sessions
Month-over-month trends
Brand mentions · Total citations · Full-year view — demo data shown until snapshots are saved
Peak month (mentions)
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Highest recorded month
YTD brand mentions
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Jan – current month
Best growth period
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Highest consecutive MoM lift
Brand mentions & total citations — monthlyJan – Dec · demo data
Teal line = brand mentions (times AI included brand in an answer) · Blue line = total citation rows tracked across all prompts and platforms
Month-over-month delta — brand mentionsabsolute change
Platform share of citations — monthlyChatGPT · Perplexity · Google · Copilot
Monthly data tabledemo data — save snapshots to populate with real values
| Month | Brand Mentions | MoM Δ | Total Citations | Citation Rate | ChatGPT | Perplexity | Copilot |
|---|
Snapshot history
Month-over-month tracking · Export and import snapshots across machines
Snapshots saved
0
In this browser
MoM citation rate
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Requires 2+ snapshots
MoM mentions change
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Requires 2+ snapshots
MoM cited pages change
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Requires 2+ snapshots
Saved snapshotsstored in browser localStorage
No snapshots yet. Load data and click "Save snapshot" to start tracking.
Export snapshot
Export a JSON snapshot to share with your team or move to another machine. Import it later to restore MoM tracking.
Import snapshot
Import a previously exported snapshot JSON to restore historical data and enable MoM comparison.
Business impact
GEO incrementality · AI visibility ROI · Channel attribution
Load incrementality data
Drop your GEO_Incrementality_Model_v2.xlsx here.
The parser reads Steps 1–3 automatically — no config needed.