Features · Sapian Metrics
Features · The closed-loop GEO platform

Monitor, optimize, prove. All in one place.

Most tools stop at measuring. Sapian Metrics closes the loop: we track your presence in AI, tell you what to fix to climb, and prove the impact, month after month.

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SEO ranks links. AI recommends answers.

On ChatGPT or Perplexity there's no page 2: one answer, a few brands cited. Being tracked isn't enough: you need to understand why your competitors are recommended instead of you, and fix what makes you invisible. That's exactly what Sapian Metrics does.

Tracked daily across 8 AI engines
ChatGPT Claude Perplexity Gemini Grok Copilot Le Chat AI Overviews
01 · Monitor

See everything AI says about you

A single dashboard to track, every day, how your brand shows up across the 8 engines, and against whom.

Multi-engine, one screen. ChatGPT, Claude, Perplexity, Gemini, Grok, Copilot, Le Chat and AI Overviews, queried automatically every day.
Share of voice vs competitors. Not just whether you're cited, but who else is, and how prominently.
Sentiment & accuracy. Catch hallucinations (wrong price, outdated feature) before they spread.
12-month history & trends. Every measure is timestamped. Correlate your actions with your results over time.
Multilingual & multi-market coverage. See how AI talks about you by language and region.
Mentions · live
G
Gemini mentioned you2 min ago
Positive
P
New Perplexity citation5 min ago
+1 citation
C
“The best option for…”ChatGPT · just now
Positive
Share of voice
You
42%
Competitor A
31%
Competitor B
18%
02 · Optimize

From “not recommended” to the #1 answer

Monitoring isn't enough. Sapian analyzes the gap between you and the cited brand, and gives you the concrete actions to close it.

Gap analysis. What sets your brand apart from the recommended competitor, prompt by prompt.
Recommendations prioritized by impact. A clear action list, from the most valuable to the least urgent.
Analysis of the questions that matter. Your keywords turned into real user queries, tested on every engine.
AI readability of your site. What stops engines from reading you well (structure, data, llms.txt) and how to fix it.
Content ideas built for extraction. The topics and formats AI cites most in your sector.
Recommended actions · by impact
1
Add a comparison page vs Competitor AHigh impact · Content gap
2
Structure the “About” page (entity, data)Medium impact · Schema
3
Create an FAQ on your key use casesMedium impact · Content
Not recommended
#1 answer
03 · Prove

Prove the impact, month after month

Three readable numbers, a clear trend, a report ready to present. Perfect for a review, or to justify your service to a client.

Three key metrics. AI visibility score, share of voice, likelihood of being recommended.
From citations to business impact. Track how your citations evolve and tie it to your traffic and inbound requests.
White-label reports. For agencies: a monthly deliverable in your brand, no Sapian logo, ready to hand over.
Export & team sharing. PDF, shared dashboards, access by client or by brand.
AI visibility · last 30 days
142
citations this month · +38% vs last month
White-label reports for agencies
Features in detail

Four modules, one platform

From daily tracking to action: explore each feature.

01 · Measure

AI visibility monitoring

Track your visibility score, your share of voice vs competitors, sentiment, accuracy and citation sources across the 8 engines, every day. The daily picture of what AI says about your brand.

Explore monitoring →
02 · Act

Optimization (Advisor)

The Advisor turns measurement into a prioritized action plan: gap analysis vs the cited brand, your site's AI readability and content ideas, ranked by impact. From data to action.

Explore optimization →
03 · Anticipate

ChatGPT Ads Beta

Advertising is coming to AI answers. Track ChatGPT Ads data, see who's bidding on your queries and shape an ad strategy where you're weak organically, before your competitors.

Explore AI advertising →
04 · Equip

Tools & audits

The tools to make your site readable and citable by AI: site and page audit, llms.txt generator and Markdown generator. Spot what holds you back, and fix it.

Explore the tools →
How it works

Three steps, no complicated setup

01 · Connect

Define your prompts

Paste a URL and pick the questions that matter (“best [service] in [city]”, “alternative to [tool]”), or start from our sector templates.

02 · Measure

We query the engines at scale

Every day, across the 8 engines, we record citations, share of voice, rank, sentiment and accuracy, simulating real user profiles.

03 · Act

Turn data into action

We aggregate everything into clear scores and concrete priorities, and you export reports for your team or your clients.

Who it's for

Built for your business

For agenciesExplore → SMEs & local businessesExplore → E-commerceExplore → SaaS & B2BExplore →
Free audit

Discover what AI says about you

Enter your URL and we'll check your site's AI visibility level: what's blocking you, who's ahead of you, and what to fix first. A clear PDF, in minutes.

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Features · Sapian Metrics