AI Visibility Lab
Mobile Proxies for Testing Your Brand's AI Presence
Access real mobile IPs from 30+ countries to test how ChatGPT, Perplexity, Google AI Overviews, Copilot, and Gemini answer questions about your brand. Run reproducible multi-geo audits with authentic carrier connections (Verizon, AT&T, Vodafone, EE).
Used by Fortune 500 brands, SaaS companies, and digital agencies for Answer Engine Optimization
Key Metrics Tracked
Why AI Visibility Matters in Late-2026
AI Overviews are now mainstream, fundamentally changing how users discover brands and make decisions
AIO is Mainstream
Google reports AI Overviews now serve 2 billion monthly users across 200+ countries in 40+ languages (Google I/O 2026 + Q2 2026 earnings).
Source: Google for Developers Blog, TechCrunch earnings coverage
Behavioral Shift
Pew Research finds users click fewer links when an AIO appears. 58% of U.S. users saw at least one AIO in March 2026.
Implication: "In-answer" presence matters more than ever.
Source: Pew Research Center (July 2026)
Answer Engines Diversify
Perplexity signs content deals with Le Monde, Tripadvisor, and others, shaping what gets cited and shown to users. Comet browser integration expands reach.
Source: Reuters, The Verge
Enterprise Convergence
Copilot Search blends cited AI answers with classic results. Enterprise and consumer search behavior are converging rapidly.
Source: Microsoft Blog, product release notes
The Visibility Crisis
If you're not visible inside AI answers, you're invisible to a growing share of searchers. Traditional SEO rankings matter less when users get answers without clicking through. Answer Engine Optimization (AEO) is no longer optional—it's essential for brand discovery in 2026.
What "AI Visibility" Actually Measures
Five critical KPIs for understanding your brand's presence in AI-generated answers
Inclusion Rate (IR)
Percentage of prompts where your brand appears in AI-generated answers. Core metric for understanding baseline visibility across ChatGPT, Perplexity, Copilot, Gemini, and Google AIO.
Answer Share (AS)
Share of mentions across all brands in the answer, weighted by section prominence. Measures competitive positioning within multi-brand answers.
Citation Footprint Index (CFI)
Count and authority score of sources cited for your brand. Tracks which publications and documentation answer engines rely on.
Geo Fidelity Score (GFS)
Percentage of answers reflecting correct local context - US offers, retailers, pricing. Critical for multi-market brands.
Entity Health Score (EHS)
Completeness and freshness of canonical facts answer engines use. Measures how well engines understand your brand's core attributes.
Platform-Specific KPIs
Citation patterns differ significantly across ChatGPT, Google AIO, and Perplexity. Build your measurement framework accordingly—what works for AIO optimization may not apply to Perplexity's publisher-partnership model.
Reference: Profound Research Blog on platform citation behaviors
Where We Measure AI Visibility
Comprehensive tracking across five major answer engines with distinct citation behaviors
Google AI Overviews
AI Overviews + AI Mode serving 2B+ monthly users across 200+ countries in 40+ languages. Track inclusion and citation patterns.
Learn morePerplexity
Web answers with explicit citations. Expanding via publisher partnerships (Le Monde, Tripadvisor) and Comet browser integration.
Learn moreMicrosoft Copilot
Cited AI answers blended with search results. Enterprise search behavior converging with consumer patterns.
Learn moreChatGPT Search
Track answer presence and cited links when available. Seat/API dependent tracking for enterprise deployments.
Learn moreGemini
Track inclusion where AI features surface answers and citations across Google's ecosystem.
Learn moreWhy Mobile Proxies for AI Testing?
Real carrier IPs deliver authentic user context and reproducible results that datacenter proxies can't match
95%+ Trust Scores
Real carrier IPs (Verizon, AT&T, Vodafone, EE) deliver authentic mobile connections that avoid rate limits and CAPTCHAs. AI engines treat mobile IPs as legitimate users, not bots.
Sticky 24h Sessions
Maintain the same mobile IP for 24 hours, enabling reproducible testing. Query the same engine multiple times without triggering suspicious behavior patterns. Critical for tracking answer changes over time.
Zero Rate Limits
Unlike datacenter proxies that trigger aggressive throttling, mobile IPs reflect authentic user patterns. Test freely without hitting API limits or account restrictions when using your own testing tools.
30+ Country Coverage
Test AI answers across US, UK, CA, DE, FR, and 25+ markets with authentic local carrier IPs. Discover geo-specific answer variations that desktop proxies can't replicate.
Infrastructure for Compliant Testing
Our mobile proxies provide the IP infrastructure layer for your testing tools. We deliver legitimate carrier-grade IPs with high trust scores—how you use them is your responsibility. Best practices: use official APIs where available, implement proper rate limiting, and follow each platform's Terms of Service. Mobile IPs simply ensure you're not flagged for using suspicious datacenter ranges.
Learn more: See our documentation for integration examples with Selenium, Playwright, and API clients
Recommended Mobile Proxy Setups
Choose the right mobile proxy configuration for your AI testing needs—from single-market baseline to multi-geo enterprise automation
Single-Market Testing
Test one market baseline
Multi-Geo Testing
Compare across 5 markets
You bring the testing tools—we provide the mobile proxy infrastructure. All plans include real carrier IPs with 95%+ trust scores.
Our Audit Methodology
Rigorous, reproducible testing with compliance-first execution and multi-layer validation
1. Prompt Panel Design
Map intents across five dimensions per engine × geo:
- Brand: Direct brand queries
- Category: "Best [category]" searches
- Alternative: "X vs Y" comparisons
- Problem-Solution: "How to fix [pain point]"
- How-to: Implementation guides
2. Execution Modes
Strict Compliance (default):
Official APIs/endpoints where available; supervised human runs for engines without automation support
Research Mode (opt-in):
Controlled headless harness where permitted; throttling; robots respect; full audit logs
3. Parsing Pipeline
Nightly batch processing:
- Normalize answers across engines
- Extract entities, citations, sentiment
- Compute IR/AS/CFI/GFS/EHS metrics
- Generate trend deltas (WoW/MoM)
4. Validation
- Replicate 10% of runs on secondary IP/device
- Diff against prior week to detect anomalies
- Flag low-confidence results for manual review
- Maintain audit trail for compliance verification
Why Methodology Matters
Answer engines differ significantly in how they cite and assemble answers. Google AIO's citation behavior diverges from Perplexity's publisher-partnership model. Your pipeline must capture these nuances or risk drawing false conclusions about what works.
Reference: Profound Research Blog on platform citation methodologies
Playbooks That Move the Needle
Six high-impact strategies to improve Inclusion Rate, Answer Share, and Citation Footprint
Entity Hardening
Create canonical 'About / Pricing / Specs / Compare' pages with structured JSON-LD. Keep facts synced with product docs to ensure engines extract accurate, complete information.
Citation Seeding
Target publications and documentation that answer engines already cite. Partner ecosystems and trusted outlets carry more weight than generic press releases.
Gap Pages
Address recurring prompts with dedicated pages: 'best X for Y', 'vs.' comparison pages, implementation FAQs. Fill content gaps competitors haven't addressed.
Reputation Hygiene
Align claims across your site, app stores, documentation, and help center. Contradictions suppress inclusion as engines can't determine truth.
Structured Data Excellence
Implement Organization, Product, Service, and FAQ schema markup. Engines rely heavily on structured data for confident fact extraction.
Third-Party Validation
Build presence in review sites, industry directories, and comparison platforms that answer engines trust as authoritative sources.
Compound Effects
These playbooks work best in combination. Entity hardening creates the foundation; citation seeding amplifies reach; gap pages capture long-tail opportunities. Most successful AEO programs implement 3-4 playbooks simultaneously with weekly PULSE tracking to measure incremental gains.
Real Results: SaaS PM Tool Case Study
SITUATION
SaaS PM tool invisible in AIO/Perplexity for 'best project management tool'
0% Inclusion Rate across 50 high-intent prompts; competitors dominating answer space
ACTION
- Entity hardening: canonical About/Pricing/Compare pages + JSON-LD
- Third-party citation seeding in publications engines already trust
- Weekly PULSE monitoring across US/UK geos
- Gap pages for recurring 'vs.' and 'best for Y' queries
RESULTS (30-45 days)
Note: Click impact varies by query type. Pew Research and industry studies show lower CTR overall when AIO appears, making in-answer presence critical for brand visibility.
- Q01Do you provide AI visibility testing or scanning services?
- No. ProxyStyler provides mobile proxy infrastructure only. We deliver real mobile IPs from 30+ countries with sticky sessions and high trust scores. You bring your own testing tools (Selenium, Playwright, Puppeteer, API clients) to query ChatGPT, Perplexity, Google AI Overviews, Copilot, and Gemini. Think of us as the mobile IP layer—you handle the prompts, automation, and analysis.
- Q02Why use mobile IPs instead of datacenter proxies for AI visibility testing?
- Mobile IPs provide superior trust and authenticity for answer engine testing. Real carrier connections (Verizon, AT&T, Vodafone, EE) deliver 95%+ trust scores, avoiding rate limits and CAPTCHAs that datacenter IPs often trigger. Sticky 24-hour sessions ensure reproducible results—critical for tracking changes in AI answers over time. Mobile IPs also reflect authentic user context with correct geo-signals that engines use for location-based answer variations.
- Q03What countries and carriers do you support?
- We offer mobile proxies in 30+ countries including US (Verizon, AT&T, T-Mobile), UK (Vodafone, EE, O2), Canada (Rogers, Bell), Germany (Telekom, Vodafone), France (Orange, SFR), and 25+ additional markets across Europe, Asia, and Latin America. Each proxy provides authentic carrier-grade IPs with local ASN and WebRTC signals. View our full country list and pricing at proxystyler.com/#pricing.
- Q04How do sticky sessions work and why are they important?
- Sticky sessions maintain the same mobile IP for 24 hours, allowing you to run multiple tests with consistent identity. This is critical for AI visibility testing because you can query the same engine multiple times without triggering suspicious behavior patterns. It also enables reproducible weekly audits—you can compare baseline results to track how answer engines change their responses over time.
- Q05Can I use these proxies with automation tools like Selenium or Puppeteer?
- Yes. Our mobile proxies work with all standard HTTP/HTTPS and SOCKS5 clients, including Selenium, Playwright, Puppeteer, curl, and Python requests. We provide connection details (IP:port, username, password) that you configure in your testing framework. For code examples and integration guides, see our documentation at proxystyler.com/documentation.
- Q06What's the difference between your proxy plans?
- Single-Market Testing ($99/mo) provides 1 dedicated mobile IP for baseline testing in one country. Multi-Geo Testing ($349/mo) includes 5 country-specific IPs for parallel international audits. Enterprise Automation (custom pricing) offers 50-100 mobile IPs for large-scale monitoring with API-driven rotation and priority support. All plans include unlimited bandwidth, sticky sessions, and 95%+ trust scores.
- Q07How quickly can I get started?
- Immediately after purchase. You'll receive proxy connection details (IP, port, authentication) within minutes. Configure them in your testing tool and start querying AI engines right away. No setup fees, no waiting periods—just plug in our mobile IPs and begin testing.
- Q08Are these proxies compliant with Terms of Service?
- Our mobile proxies are infrastructure—how you use them determines compliance. We provide legitimate carrier-grade mobile IPs with proper authentication. It's your responsibility to follow each platform's Terms of Service when testing AI engines. We recommend seat-based access for platforms with strict automation policies, proper rate limiting, and respecting robots.txt guidelines. Our proxies simply ensure you're not flagged for using suspicious datacenter IPs.
Ready to Test Your AI Visibility Across Markets?
Get real mobile IPs from US, UK, CA, DE, and 26 more countries. Start testing how ChatGPT, Perplexity, Google AI Overviews, Copilot, and Gemini answer questions about your brand with authentic carrier connections.
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