ZaiNar — AI Citation Intelligence Dashboard
AI Citation Intelligence Baseline

ZaiNar in AI Answers

Spatial Intelligence & Physical AI Infrastructure — 5-Platform Analysis

📅 January 13, 2026
🔍 30 Unique Queries
🤖 5 AI Platforms
📊 150 Total Tests

Executive Summary

ZaiNar achieves 100% visibility when explicitly searched (branded queries), confirming strong owned content indexing. However, organic discovery is essentially zero — ZaiNar appeared in only 1 of 100 unbranded tests (1%). The "Physical AI infrastructure" positioning has not translated into AI platform awareness. Technology approaches (UWB, BLE, beacons) and established players (Infsoft, Ericsson, Cisco) dominate competitive responses.

1.0
AEO Score
Branded 100%
Featured 1%
Top 1%
Performance Metrics

Key Performance Indicators

Filter by AI platform to see performance variation. Click a platform button to view platform-specific metrics.

Category Performance

Query Category Breakdown

Performance by strategic category. Filter by platform to see which categories perform best on each AI system.

Platform Analysis

AI Platform Comparison

Performance varies significantly across platforms. Click a platform card to filter all dashboard sections.

Platform Insights
Perplexity is the only platform where ZaiNar appeared in an unbranded query ("Best 5G positioning technology providers"). This may reflect Perplexity's real-time search capability finding more recent ZaiNar coverage. The four other platforms show zero organic ZaiNar visibility.
Citation Intelligence

Source Analysis

Understanding which sources AI platforms cite reveals opportunities. Toggle between source categories to see owned media, earned media targets, and competitive landscape.

ZaiNar Owned Properties

Branded
Unbranded
zainartech.com
77 0
zainar.com
8 0
zainar.ai
4 0

89 total owned citations — all from branded queries only

Owned Media Assessment

ZaiNar's owned properties are well-indexed and consistently cited when users explicitly search for "ZaiNar." This is the expected baseline performance.

Critical Gap: Zero unbranded citations. ZaiNar.com content is not being surfaced when users search for positioning solutions without mentioning ZaiNar by name.

Recommendation: Develop thought leadership content on zainartech.com that targets unbranded category queries (e.g., "5G positioning technology comparison," "Physical AI infrastructure guide").

Competitive Intelligence

Who Appears Instead of ZaiNar?

Competitors and technology approaches mentioned in unbranded queries — the responses ZaiNar should be appearing in.

Technology Approaches (Most Mentioned)

BLE / Bluetooth
61
UWB / Ultra-Wideband
59
Beacons
42
RSSI / Signal Strength
35
LiDAR
20
AoA / Angle of Arrival
14

Named Competitors (Unbranded)

Cisco
14
Navigine
13
Inpixon
12
Ericsson
10
Infsoft
9
Zebra Technologies
8
Competitive Analysis
Technology approaches dominate over named brands. AI platforms recommend "UWB" or "BLE beacons" more often than specific vendors. ZaiNar's "phase-and-timing" or "network-side positioning" approach is not recognized as a distinct category. Opportunity: Establish this technology approach in industry content.
Data Appendix

All Test Results

Complete query-level data. Filter by category, platform, or result type.

Showing 150 of 150 results
Query Type Category Platform Mentioned Featured Competitors
Methodology

Study Parameters & Limitations

Study Parameters

  • 30 unique queries tested across 5 AI platforms
  • 150 total tests (30 × 5 platforms)
  • 100% success rate — all tests completed
  • Query mix: 10 branded (33%), 20 unbranded (67%)
  • Platforms: ChatGPT, Claude, Perplexity, Gemini, Meta Llama
  • Date: January 13, 2026

AEO Score Formula

  • AEO Score = (Featured × 0.7) + (Top × 0.3)
  • Featured Rate: 1% (1 of 100 unbranded)
  • Top Rate: 1% (1 of 100 unbranded)
  • Branded Rate: 100% (quality gate — not in score)
  • ZaiNar AEO Score: 1.0

Limitations

  • Snapshot in time — AI responses vary by day/session
  • Query phrasing significantly influences results
  • 30-query sample may not capture all relevant searches
  • Does not measure actual buyer decision-making
  • Platform algorithms evolve continuously
  • "Physical AI" is an emerging term

Recommended Use

  • Treat as directional baseline, not definitive truth
  • Compare against future measurements to track progress
  • Combine with other visibility metrics
  • Use competitive data to inform media targeting
  • Quarterly re-testing recommended