GEO AUDIT · BRAND-ONLY

NeuralTrust.

A look at how NeuralTrust is described, positioned, and quoted inside Google's AI Overviews, the AI answer box at the top of search results, and where the brand shows up versus goes missing.

Siteneuraltrust.ai

Where we lookedGoogle AI Overviews, US

Questions tested18 brand, category, and competitor queries

PreparedJune 18, 2026 · by AUQ

AI Visibility Score

out of 100. Critical band. The brand has minimal AI Overview presence. Immediate structural content and entity work is required.

Verified AI Overview citations

NeuralTrust's brand is cited in 4 of the 12 AI-answer queries we tested.

AI answer trigger rate

66.7%

Google's AI answer box fires on 12 of 18 tracked queries.

Citation rate when AI answers

22.2% (of all tracked queries); 33.3% of AIO-triggered queries

Share of AI-answer queries where the brand is actually quoted.

EXECUTIVE SUMMARY

NeuralTrust scores 18 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

The brand has minimal AI Overview presence. Immediate structural content and entity work is required.

AI answers fire on 66.7% of tracked queries, yet NeuralTrust is quoted in only 22.2% (of all tracked queries); 33.3% of AIO-triggered queries of them. When it does appear, it sits Secondary source, estimated position 2-3 in captured response.

AI Visibility Score

Critical band

BarelyLowCompetitiveDominant

What's in the score

How often AI answers appear47 / 100
How AI cites your pages when it answers53 / 100
Quality of placement when cited27 / 100
How AI describes the brand20 / 100
Topic coverage breadth13 / 100
Your pages being quoted7 / 100
Authority signals in AI responses13 / 100

THREE FINDINGS THAT MATTER

The brand is missing from most of AI-answer queries

Brand cited in only one confirmed instance on guardian agent query (volume 68). Citation occurs partly through third-party listicle dependency (wayfound.ai). High-volume AIO-triggering keywords all miss the brand.

AI misreads the category

Partial alignment with significant narrowing risk. AIO places NeuralTrust inside the narrow guardian-agent sub-category. The brand's broader positioning (posture management, red teaming, agent gateway) is not reflected in captured AIO responses.

TOP THREE MOVES

Build dedicated, structured product pages for TrustGate, TrustLens, and TrustTest with clear entity definitions, use-case descriptions, and FAQ schema

Impact High · effort Medium

Rewrite and consolidate the top three blog posts on AI red teaming and prompt injection into authoritative, AIO-optimized long-form guides

Impact High · effort Medium

Create an authority signals page or structured FAQ that surfaces Gartner citations, ISO 27001 status, 20M raise, and ABANCA case study in AIO-parseable format

Impact Medium · effort Low

CONTENT AND ENTITY COVERAGE

The topics that matter to the brand, and where it shows up in AI answers today.

Topic	Presence in AI answers	Buyer intent
Guardian agents	Owned	secondary source in AIO
Prompt injection	Partial	problem-aware stage
AI red teaming	Partial	educational stage
AI alignment	Partial	problem-aware stage
Adversarial attacks and jailbreaks	Partial	problem-aware stage
AI red teaming	Invisible	solution-aware stage
Automated red teaming	Invisible	solution-aware stage
Prompt injection solutions	Invisible	solution-aware stage
AI agent governance	Invisible	all stages
AI agent posture management	Invisible	all stages
LLM security for enterprise	Invisible	all stages
AI gateway and agent gateway	Invisible	all stages
AI security for regulated industries	Invisible	all stages
On-premise AI security	Invisible	all stages

Buyer-journey coverage

Problem Aware. Weak. High-volume educational queries (prompt injection, red teaming) trigger AIO but NeuralTrust is not cited.

Solution Aware. Very weak. Product-category queries (AI agent security software, agent posture management) lack any confirmed AIO citation.

Alternatives. Unknown. No AIO response data captured for comparison-stage prompts yet. AIO-revealed competitors visible from cited-domains data: Vectara and Wayfound.

IDENTITY IN AI OVERVIEWS

How the brand describes itself, and how Google's AI describes it.

What the brand says about itself

AI agent security and governance platform

Centralized platform to discover and secure all AI agents, enabling safer enterprise adoption. Full-stack solution including runtime security, gateway, posture management, and red teaming.neuraltrust.ai, 2026

Differentiators it leads with: On-premise and split-plane deployment, SIEM integration, Multilingual detection, 99% detection accuracy, Gartner recognition, ISO 27001 certification, 20M Series A funding, Named enterprise customers including ABANCA.

What Google's AI says

Guardian agents / AI agent safety and compliance

NeuralTrust is positioned by AIO as a guardian-agent security provider offering output validation, security, and defense capabilities within multi-agent AI systems

The core gap

Words AI uses for the brand

Output validationHallucination correctionStructured formatting enforcementSecurity and defense against rogue AI actionsReal-time monitoring of autonomous agents

The brand's own pillars that AI omits

TrustGate (Agent Gateway)TrustLens (Agent Posture Management)TrustTest (AI Red Teaming)Prompt injection defenseOn-premise and split-plane deploymentSIEM integrationMultilingual detectionFinancial-sector compliance and regulated-industry use cases

AI OVERVIEW PERFORMANCE

Where the brand shows up in Google's AI, and the high-value queries it is missing.

Tracked keywords

Brand, category, and comparison queries analyzed.

AI answers fired

66.7% of tracked queries trigger an AI Overview.

Times brand cited

22.2% (of all tracked queries); 33.3% of AIO-triggered queries citation rate when AI answers.

Total brand mentions

Across all observed AI responses.

HIGH-VALUE QUERIES WHERE THE BRAND RANKS BUT IS NOT QUOTED

Query	Volume	Organic rank	What happens
automated red teaming	1,400 monthly	#45th organically	AIO triggers on this term but NeuralTrust is not cited despite strong organic ranking
AI red teaming	1,000 monthly	#42nd organically	AIO triggers on this term but NeuralTrust is not cited despite strong organic ranking
what is prompt injection	1,000 monthly	#51st organically	AIO triggers on this term but NeuralTrust is not cited
prompt injection examples	500 monthly	#35th organically	AIO triggers on this term but NeuralTrust is not cited

Case Studies

This playbook has already worked. Here's the proof.

Executed by AUQ for B2B SaaS teams with the same gaps this audit found.

1,000+ Fraud.net AI citations earned in 6 months through GEO prompt research and content automation. Read the case study → +173% Microblink Organic traffic growth from technical SEO, content automation, and GEO-focused linkbuilding. Read the case study → +30,000 AKOOL Visits in 6 months via technical optimizations and content strategy we executed end-to-end. Read the case study → +200% DeepInfra Technical blog traffic growth from a blog redesign, author training, and SaaS linkbuilding. Read the case study →

Get results like these for NeuralTrust → See all case studies

WHERE GOOGLE'S AI GETS ITS ANSWERS

The sources Google's AI cites in this category, and what it tells you about earning citations.

Domain AI cites	Pages	Context
www.vectara.com	vectara.com/business/solutions/use-cases/guardian-agents	Direct product-category competitor page cited on guardian agent query
www.wayfound.ai	wayfound.ai/post/top-10-guardian-agent-solutions-to-evaluate-in-2026	Third-party comparison listicle that includes NeuralTrust but also frames other vendors. This is NeuralTrust's primary citation pathway in current data.

Reading

AIO draws from a mix of direct vendor pages and third-party comparison content. NeuralTrust has only one cited page (neuraltrust.ai/guardian-agent) and appears in AIO partly through third-party listicle inclusion rather than standalone authority.

AI-REVEALED PEERS

The competitive set drawn by Google's AI itself. Observed, not chosen.

NeuralTrust citation depends partly on wayfound.ai listicle, a fragile dependency. Direct authoritative content would reduce this risk.

Peer	How AI frames it
Vectara	Cited directly on guardian agent query. Has dedicated guardian-agents product page. AIO treats it as peer authority with stronger AIO presence on this category term.
Wayfound.ai	Third-party listicle cited by AIO. Wayfound appears to be a guardian-agent vendor publishing comparison content. Benefits from its own comparison content being cited in AIO.

Key observation

Peer set is narrow because only one NeuralTrust product page generated AIO citations. Broader category queries likely surface additional competitors not yet captured.

90-DAY ROADMAP

Three sprints from first wins to compounding category presence.

Month 1 · Days 1 to 30

Publish authoritative AI red teaming guide consolidating existing blog content
Publish comprehensive prompt injection guide replacing fragmented blog posts
Expand guardian-agent page with full capability coverage and FAQ schema
Create authority hub page with trust signals, certifications, and proof points

Month 2 · Days 31 to 60

Launch structured product pages for TrustGate, TrustLens, and TrustTest with entity-clear descriptions
Publish AI agent gateway category guide to anchor TrustGate in AIO
Publish AI agent posture management explainer to anchor TrustLens in AIO
Add structured schema (FAQ, HowTo, Product) to all new product pages

Month 3 · Days 61 to 90

Publish enterprise use-case content for regulated industries referencing the ABANCA case study
Build or expand the CISO guide as a citable AIO resource on agentic AI security
Target on-premise AI security as a category query with a dedicated page
Re-run AIO data pull and measure citation rate improvement across L2 prompts