IcyPluto — GEO Score

Your AI visibility score. Instantly.

Enter any domain and get a GEO Score out of 100 — measuring exactly how visible that brand is across ChatGPT, Gemini, Claude, and Perplexity. Free, no sign-up required.

app.icypluto.com/geo-score

Enter a domain above to check its GEO Score.

Checks visibility across ChatGPT · Gemini · Claude · Perplexity

4
AI models tracked
1,000+
Prompts run per scan
5
Score dimensions
<2 min
Time to first score

Methodology

Five dimensions. One score.

GEO Score is not a vanity metric. Every point is earned by measurable behavior — how AI models respond when real buyers ask real questions.

30%

Prompt Coverage

The share of tracked prompts that return a citation or mention of your brand. Brands with high prompt coverage appear consistently across the full range of queries their buyers actually ask — not just branded searches.

25%

Citation Freshness

Whether AI models are citing your most recent, authoritative content. Stale citations — linking to old blog posts or outdated product pages — signal lower trust. Fresh citations anchor your brand in current conversations.

20%

Sentiment Quality

The overall tone of AI-generated mentions. A brand can appear in AI responses but still be described cautiously, negatively, or ambiguously. Sentiment quality measures how well the language positions you for conversion.

15%

Competitor Gap

How your Share of Answer compares to the top 3 competitors in your category. AI models have a finite amount of attention per response. Every mention of a competitor is, by definition, a mention your brand did not earn.

10%

Multi-Model Presence

Whether your brand appears consistently across ChatGPT, Gemini, Claude, and Perplexity. Model-specific visibility gaps are common — and they matter because different buyers use different AI tools.

Score Interpretation

What your score actually means.

ALeader
80 – 100

Your brand is consistently cited across all major models and query types. You have strong prompt coverage, fresh citations, and a meaningful lead over competitors. Maintain cadence — this position is contested.

BVisible
60 – 79

You appear in AI responses but have clear gaps — either in prompt coverage, sentiment quality, or multi-model presence. Closing these gaps now is easier than recovering from a competitor that moves first.

CEmerging
40 – 59

You're being mentioned but not reliably. AI models know your brand exists, but they don't reach for it consistently. Content restructuring and entity optimization will move the needle quickly at this level.

DInvisible
0 – 39

AI models largely don't associate your brand with the queries your buyers are asking. This is recoverable — but it requires structured GEO work. Every month of inaction widens the gap.

How teams use it

One score. Four ways to use it.

01

Benchmark before you build

Run your GEO Score before committing to a content strategy. Know which score factors are dragging you down so every piece of content you create targets a real visibility gap.

02

Track progress over time

Re-run your score after publishing new content, earning coverage, or updating your structured data. GEO Score is a living metric — not a one-time report.

03

Show stakeholders the baseline

A single number is easier to rally a team around than a spreadsheet of LLM outputs. Use your GEO Score to establish a baseline and set measurable improvement targets.

04

Identify competitor weaknesses

Run your top three competitors through GEO Score and find where they're underperforming. Those gaps are your fastest path to capturing AI-driven demand they're leaving on the table.

GEO vs SEO

A GEO Score is not an SEO score.

SEO tools measure your rank on a list. GEO Score measures how AI models describe, cite, and recommend your brand — a fundamentally different signal for a fundamentally different channel.

SEO Score
GEO Score
Measures
Search engine ranking
AI citation frequency
Signal type
Keyword + backlink graph
Entity + authority + structure
Platforms
Google, Bing
ChatGPT, Gemini, Claude, Perplexity
Buyer journey
Click-through to website
Mention in generated answer
Optimized by
Page rank, on-page SEO
GEO content, NER, schema
Updates
Crawl cycle (days–weeks)
On-demand re-scan

Beyond the score

A score is the starting line, not the finish.

IcyPluto turns your GEO Score into a complete action plan — identifying exactly which prompts to target, which content to create, and which competitors to displace.

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