Slack
Starter+Instant alerts when audits finish or visibility drops.
AI recommendation intelligence for brands
See why AI recommends your competitors — and what to fix.
VStok checks buyer prompts, your website, App Store and Google Play, then turns every visibility gap into a prioritized action.
0M+
people search with AI every day
ChatGPT
vstok.net/app/projects/acme
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
- Google Gemini
64%
41 runs
- Perplexity
58%
36 runs
Competitive share of voice
Brands AI recommends alongside yours in the same answers
Top citations
Domains AI cites when answering your prompts
g2.com34%
techcrunch.com21%
reddit.com18%
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% |
Platform
Platform capabilities
Visibility score, prompt tracking, competitor benchmarking and citation authority — in one dashboard. See how AI engines talk about your brand and where to act next.
AI recommendation intelligence
One visibility score across ChatGPT, Gemini, Perplexity and more. Track mention rate, sentiment, average position and 90-day trends — so you know if AI visibility is improving.
Visibility score
68
Share of Voice
42%
Avg Position
2
Positive Sentiment
84%
Sentiment
84%
Platform comparison
3 engines tracked
ChatGPT · 72%Gemini · 64%Perplexity · 58%
90-day trend68%
Prompt intelligence
Monitor real buyer queries by commercial, comparison and informational intent. See which prompts drive recommendations and which leave you invisible in AI answers.
5 of 12 prompts tracked42% prompt coverage
Top performing prompt
Best CRM for startups
Commercial
72%
Commercial intent2
Top CRM tools 2026
Comparison intent1
Acme vs competitors
Comparison
Citation authority
Discover which review sites, media outlets and community threads shape AI answers about your category — and which owned pages already carry authority.
85 citations4 source domains
Top authority source
g2.com
34
g2.comReview
34techcrunch.comMedia
21reddit.comCommunity
18yourblog.comOwned
12Competitive benchmarking
Compare share of voice against named competitors. See who AI recommends more often, where you're gaining ground and which rivals dominate key prompts.
Market leader
Acme
42%
+6% this month
#1Acme
+6%42%
#2HubSpot
-2%28%
#3Salesforce
+1%18%
#4Pipedrive
-5%12%
+14 pts vs #2
Integrations
Connect VStok to your stack
Alerts, automation, MCP agents, and data exports — the same integrations your team already uses.
Alerts & automation
Telegram
Starter+Bot notifications to your team channel when scores shift.
Webhooks
Growth+Signed JSON events for Zapier, Make, n8n, or your own backend.
Email alerts
Configurable in-app and email notifications on every plan.
AI agents & MCP
MCP Server
Growth & AgencyFull MCP v1 at api.vstok.net — list recommendations, manage execution leases, and verify fixes. OAuth or API keys.
Codex
Growth+Marketplace plugin connects Codex to VStok MCP for guided agent workflows.
Cursor
Growth+Install the plugin, authorize remote MCP, and run Automation templates.
GitHub
Growth+Agent Execution opens isolated vstok/* branches and draft PRs — production verification after deploy.
Data & reporting
Google Search Console
Growth+Import organic queries as prompts and see search trends beside AI visibility.
API keys
AgencyRead-only REST endpoints for Looker Studio, BI tools, and legacy MCP.
Public reports
Shareable /r/ links and PDF, CSV, HTML exports for clients and stakeholders.
Go deeper
Audits and prioritized actions
Find technical and content gaps, then get a ranked plan to improve AI visibility.
Audits
Site and app audits
Audit how AI crawlers and answer engines interpret your site and app listings. Surface technical, content and AEO readiness issues.
Learn more0
Technical
0
Content
0
AEO
Missing schema on /pricingCritical
Thin product descriptionWarning
GTIN presentOK
Actions
Prioritized recommendations
Get specific steps to close visibility gaps and improve your score. High-impact fixes ranked by expected impact on AI visibility.
Learn morehigh
Add comparison content for top 3 competitor queries
medium
Earn citations from g2.com and industry review sites
low
Improve structured data on pricing page
Sample AI visibility audit
Demo data — not a customer result
See the evidence before you create a project
Preview AI mentions, competitor coverage, site readiness and the next actions in one baseline.
- Provider API evidence labels
- Site, App Store and Google Play readiness
- Competitor recommendation gaps
- Three prioritized next actions
0
AI Visibility Score
0%
Share of Voice
0
Avg Position
0%
Positive Sentiment
AI Visibility Score68%
Customers
Teams turning AI visibility into a competitive edge
“Before VStok, AI search was a black box. Now we know which prompts we win, which competitors get recommended, and what content to ship next.”
GB
George Bonaci
VP Growth & Demand
Frequently asked questions
Everything you need to know about AI visibility tracking.
Learn more: AI SEO guide · AEO · free tools