AI Visibility Lab

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).

Google AIOPerplexityCopilotChatGPTGemini

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Specifications

Why AI Visibility Matters in Late-2026

AI Overviews are now mainstream, fundamentally changing how users discover brands and make decisions

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.

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

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)

Perplexity signs content deals with Le Monde, Tripadvisor, and others, shaping what gets cited and shown to users. Comet browser integration expands reach.

Copilot Search blends cited AI answers with classic results. Enterprise and consumer search behavior are converging rapidly.

Source: Microsoft Blog, product release notes

What "AI Visibility" Actually Measures

Five critical KPIs for understanding your brand's presence in AI-generated answers

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.

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.

Share of mentions across all brands in the answer, weighted by section prominence. Measures competitive positioning within multi-brand answers.

Count and authority score of sources cited for your brand. Tracks which publications and documentation answer engines rely on.

Percentage of answers reflecting correct local context - US offers, retailers, pricing. Critical for multi-market brands.

Completeness and freshness of canonical facts answer engines use. Measures how well engines understand your brand's core attributes.

Reference: Profound Research Blog on platform citation behaviors

Where We Measure AI Visibility

Comprehensive tracking across five major answer engines with distinct citation behaviors

AI Overviews + AI Mode serving 2B+ monthly users across 200+ countries in 40+ languages. Track inclusion and citation patterns.

Web answers with explicit citations. Expanding via publisher partnerships (Le Monde, Tripadvisor) and Comet browser integration.

Cited AI answers blended with search results. Enterprise search behavior converging with consumer patterns.

Track answer presence and cited links when available. Seat/API dependent tracking for enterprise deployments.

Track inclusion where AI features surface answers and citations across Google's ecosystem.

Why Mobile Proxies for AI Testing?

Real carrier IPs deliver authentic user context and reproducible results that datacenter proxies can't match

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.

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.

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.

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.

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.

Learn more: See our documentation for integration examples with Selenium, Playwright, and API clients

US + UK + DE + FR + ES

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

Enterprise Automation

Large-scale monitoring

You bring the testing tools—we provide the mobile proxy infrastructure. All plans include real carrier IPs with 95%+ trust scores.

1 dedicated mobile IP (sticky 24h sessions)
Unlimited bandwidth for prompt testing
HTTP/SOCKS5 with API rotation
95%+ trust score - zero rate limits
Perfect for: Baseline AI visibility audit

5 dedicated mobile IPs (one per country)
Sticky sessions for reproducible testing
Run parallel tests across markets
Real carrier IPs (Verizon, Vodafone, etc)
Perfect for: International brands, AEO agencies

50-100 mobile IPs across target markets
API-driven rotation and session management
Whitelisted for intensive automation
Priority support + custom configurations
Perfect for: Large agencies, enterprise SaaS

Our Audit Methodology

Rigorous, reproducible testing with compliance-first execution and multi-layer validation

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.

Map intents across five dimensions per engine × geo:

Official APIs/endpoints where available; supervised human runs for engines without automation support

Controlled headless harness where permitted; throttling; robots respect; full audit logs

Reference: Profound Research Blog on platform citation methodologies

Brand: Direct brand queries
Category: "Best [category]" searches
Alternative: "X vs Y" comparisons
Problem-Solution: "How to fix [pain point]"
How-to: Implementation guides

Normalize answers across engines
Extract entities, citations, sentiment
Compute IR/AS/CFI/GFS/EHS metrics
Generate trend deltas (WoW/MoM)

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

Playbooks That Move the Needle

Six high-impact strategies to improve Inclusion Rate, Answer Share, and Citation Footprint

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.

Create canonical 'About / Pricing / Specs / Compare' pages with structured JSON-LD. Keep facts synced with product docs to ensure engines extract accurate, complete information.

Target publications and documentation that answer engines already cite. Partner ecosystems and trusted outlets carry more weight than generic press releases.

Address recurring prompts with dedicated pages: 'best X for Y', 'vs.' comparison pages, implementation FAQs. Fill content gaps competitors haven't addressed.

Align claims across your site, app stores, documentation, and help center. Contradictions suppress inclusion as engines can't determine truth.

Implement Organization, Product, Service, and FAQ schema markup. Engines rely heavily on structured data for confident fact extraction.

Build presence in review sites, industry directories, and comparison platforms that answer engines trust as authoritative sources.

Real Results: SaaS PM Tool Case Study

SaaS PM tool invisible in AIO/Perplexity for 'best project management tool'

SITUATION

SaaS PM tool invisible in AIO/Perplexity for 'best project management tool'

ACTION

Entity hardening: canonical About/Pricing/Compare pages + JSON-LDThird-party citation seeding in publications engines already trustWeekly PULSE monitoring across US/UK geosGap pages for recurring 'vs.' and 'best for Y' queries

RESULTS (30-45 days)

+42 pts Inclusion Rate (0% → 42%)+18% Answer Share in multi-brand responsesCitations from 7 new authoritative outletsUS/UK geo parity achieved (< 5% variance)

0% Inclusion Rate across 50 high-intent prompts; competitors dominating answer space

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.

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

+42 pts Inclusion Rate (0% → 42%): +18% Answer Share in multi-brand responses
Citations from 7 new authoritative outlets: US/UK geo parity achieved (< 5% variance)

Frequently Asked Questions

Do you provide AI visibility testing or scanning services?

Why use mobile IPs instead of datacenter proxies for AI visibility testing?

What countries and carriers do you support?

How do sticky sessions work and why are they important?

Can I use these proxies with automation tools like Selenium or Puppeteer?

What's the difference between your proxy plans?

How quickly can I get started?

Are these proxies compliant with Terms of Service?

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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