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CORNIM
Track AI Answer Visibility Across 5 Major Engines

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).

Google AIO
Perplexity
Copilot
ChatGPT
Gemini
2B+
Monthly AIO users
58%
U.S. users saw AIO
5
Major engines tracked
30+
Countries available
AI ANSWER ENGINE LANDSCAPE

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).

2B+
Monthly AIO users (Google I/O 2026)

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.

58%
U.S. users saw AIO (Pew Research, 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.

Perplexity
Publisher partnerships expanding (Reuters, The Verge)

Enterprise Convergence

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

Copilot
Enterprise + consumer search converging (Microsoft Blog)

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 optionalโ€”it's essential for brand discovery in 2026.

  • 2B+ Monthly AIO users across 200+ countries (Google I/O 2026)
  • 58% of U.S. users saw at least one AIO in March 2026 (Pew Research, July 2026)
  • Perplexity Comet browser expanding publisher-partnership reach
  • Enterprise and consumer search converging via Copilot (Microsoft Blog)
AI VISIBILITY METRICS

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 โ€” 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 accordinglyโ€”what works for AIO optimization may not apply to Perplexity's publisher-partnership model.

MOBILE PROXY ADVANTAGE

Why Mobile Proxies for AI Testing?

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

95%+Trust score

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.

24hMax sticky session

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.

0Rate limit blocks

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+Countries

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 scoresโ€”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.

PROXY CONFIGURATIONS

Recommended Mobile Proxy Setups

Choose the right mobile proxy configuration for your AI testing needsโ€”from single-market baseline to multi-geo enterprise automation

Single-Market Testing

Test one market baseline. $99/mo โ€” US (Verizon/AT&T/T-Mobile). 1 dedicated mobile IP (sticky 24h sessions), unlimited bandwidth for prompt testing, HTTP/SOCKS5 with API rotation, 95%+ trust score โ€” zero rate limits. Perfect for: Baseline AI visibility audit.

Get US Mobile Proxy

Multi-Geo Testing

Compare across 5 markets. $425/mo โ€” US + UK + DE + FR + ES. 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.

Configure Multi-Country Setup

Enterprise Automation

Large-scale monitoring. Custom pricing โ€” 10+ countries with dedicated IPs. 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.

Contact Sales
AUDIT METHODOLOGY

Our Audit Methodology

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

Four-Phase Methodology

  1. 1

    Prompt Panel Design

    Map intents across five dimensions per engine ร— geo: Brand (direct brand queries), Category ('Best [category]' searches), Alternative ('X vs Y' comparisons), Problem-Solution ('How to fix [pain point]'), and How-to (implementation guides).

  2. 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. 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. 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.

Important: 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.
AEO PLAYBOOKS

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.

CUSTOMER SUCCESS STORY

Real Results: SaaS PM Tool Case Study

SaaS PM tool invisible in AIO/Perplexity for 'best project management tool'. 0% Inclusion Rate across 50 high-intent prompts; competitors dominating answer space.

Situation:

  • 0% Inclusion Rate across 50 high-intent prompts
  • Competitors dominating answer space in AIO and Perplexity
  • No visibility for 'best project management tool' category queries

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 (30โ€“45 days):

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

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.

Why Mobile Proxies Power AI Visibility Testing

Authentic Carrier IPs

Real carrier connections (Verizon, AT&T, Vodafone, EE) with 95%+ trust scores. AI engines treat mobile IPs as legitimate users โ€” no rate limits, no CAPTCHAs.

Reproducible Audits

Sticky 24-hour sessions let you query the same engine multiple times with consistent identity. Track answer changes week-over-week with confidence.

Genuine Geo-Signals

Test AI answers from US, UK, DE, FR, ES and 25+ markets with authentic local carrier IPs. Discover geo-specific answer variations that desktop proxies miss.

Zero Throttling

Unlike datacenter proxies, mobile IPs reflect authentic user patterns. Run intensive prompt panels without hitting API limits or triggering bot detection.

Trust Score by Proxy Type

Mobile carrier IPs consistently achieve the highest trust scores across AI engines, enabling unthrottled testing that datacenter alternatives cannot match.

Datacenter
Often blocked
Residential
Moderate trust
Mobile
95%+ trust
Start AI Visibility Testing

FAQ

Frequently Asked Questions

Common questions about mobile proxies for AI testing, infrastructure specs, and integration

AI VISIBILITY MOBILE PROXIES

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.

95%+ Trust Scores ยท Real Carrier IPs (Verizon, AT&T, Vodafone) ยท Sticky 24h Sessions

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