NovolVStok
Win visibility in AI search.
AI search visibility platform — monitor how language models represent your brand across ChatGPT, Gemini, Claude, and more.
Acme
AI recommendation intelligence
68
+6 vs prevHow Acme performs across tracked prompts and AI models
Rank #2
Visibility
68%
Share of Voice
42%
Avg Position
2
Sentiment
84%
Visibility trend
Platform breakdown
Compare visibility across AI models
- ChatGPT
72%
48 runs
- Gemini
64%
41 runs
- Perplexity
58%
36 runs
Competitive share of voice
Brands AI recommends alongside yours in the same answers
Citation authority
Sources shaping AI answers about your category
Top prompts by intent
Visibility metrics for each tracked prompt
| Prompt | Intent | Visibility | Sentiment |
|---|---|---|---|
| Best CRM for startups | Commercial | 72% | 84% |
| Acme vs competitors | Comparison | 58% | 70% |
| Alternatives to Acme | Alternatives | 41% | 53% |
| How to choose a CRM | Informational | 65% | 77% |
Inside the product
How it looks in practice
UI previews adapted from the product's own marketing landing.
Illustrative UI demo: displayed values are not customer or audience metrics.
AI recommendation intelligence
One visibility score across ChatGPT, Gemini, Perplexity and more. Track mention rate, sentiment, average position and 90-day trends.
Visibility score
68
Share of Voice
42%
Avg Position
2
84%
Sentiment
84%
Platform comparison
3 engines tracked
Prompt intelligence
Monitor real buyer queries by commercial, comparison and informational intent. See which prompts drive recommendations.
Top performing prompt
Best CRM for startups
72%
Top CRM tools 2026
Acme vs competitors
Comparison
Citation authority
Discover which review sites, media outlets and community threads shape AI answers about your category.
Top authority source
g2.com
34
Competitive benchmarking
Compare share of voice against named competitors. See who AI recommends more often and where you're gaining ground.
Market leader
Acme
42%
+6% this month
VStok
Featured highlights
What this product is built to solve — at a glance.
At a glance
VStok is Novol's AI search visibility and AEO platform (FLOWPIX LIMITED, UK) at vstok.net — monitor and improve how AI assistants represent your brand.
Overview
VStok is Novol's AI search visibility platform for answer-engine optimization. Marketing teams track brand mentions, sentiment, and competitive positioning across major AI assistants — with agents that help you improve how your company shows up when people ask AI for recommendations.
Who it's for
Marketing leaders, brand teams, and growth operators who need to understand and improve how AI assistants talk about their company.
VStok
Product details
Capabilities, use cases, workflow, and feature set.
Brand visibility monitoring across AI assistants
Competitive share-of-voice in AI answers
Sentiment and mention tracking over time
Marketing agents for AEO workflows
Frequently asked questions
Common questions about this product.
Built by Novol
This product is designed, built, and operated by Novol (FLOWPIX LIMITED), a UK-registered software studio.
Related guide
VStok is Novol's AI search visibility and AEO platform (FLOWPIX LIMITED, UK) at vstok.net — monitor and improve how AI assistants represent your brand.
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