This report demonstrates the new QueryHalo format using OptiRisk Consulting. Answers, mentions and scores were not measured live and are not statements of fact.
OptiRisk sample · fictional demonstration values
Sample report: OptiRisk Consulting
Internal audit, risk management and regulatory advisory · Austria / DACH
40/ 100
QueryHalo is a one-time AI visibility audit: 6 neutral buying questions go to 3 AI models (GPT, Claude, Gemini) and all 18 answers are documented with the competitors they name. The website check is free; the full report costs €29 once (3 audits €59, 10 audits €149), usually takes 1–3 minutes and arrives as PDF and JSON.
OptiRisk Consulting is positioned clearly around internal audit, but this fictional format example shows inconsistent model awareness. The most practical opportunity is to publish citable service evidence, specialist comparisons and structured entity data.
Strengths
Internal audit is clearly presented as the core offer.
The named founder and certified expertise create an identifiable entity signal.
The service portfolio connects audit, risk and regulatory needs.
Gaps
The example shows few consistent brand mentions across neutral buying questions.
Public proof points and dated outcomes are still limited.
Dedicated comparison and sector pages could make the specialist positioning easier to cite.
Method
18 answers, not one chat prompt
Six real buying and recommendation questions without naming the audited brand.
The same questions sent separately to GPT, Claude and Gemini.
Brand mention, position and named alternatives captured per answer.
An additional technical website assessment with concrete evidence.
Model comparison
How consistent is brand presence?
GPT 5.6 Luna
33%2 of 6 answers mention OptiRisk Consulting.
Claude Sonnet 5
17%1 of 6 answers mention OptiRisk Consulting.
Gemini 3.5 Flash Lite
17%1 of 6 answers mention OptiRisk Consulting.
Competitive picture
Which alternatives dominate the sample?
Fictional demonstration frequency – not market share or search volume.
Technical evidence
Which signals are present?
Distinct page title
14/14The homepage names internal audit as the primary offer.
Meta description
6/12The offer is described, but the primary audience and proof could be more explicit.
Clear primary heading
12/12The main heading connects risk and opportunity.
Structured entity data
8/20Demonstration finding: review Organization and Service JSON-LD consistency.
Brand in page content
12/12Brand and operator are visibly named.
Citable facts
10/20Add more dated proof points, scope examples and measurable outcomes.
Crawler access
8/8Demonstration finding: public pages are technically accessible.
LLM guidance file (optional)
2/2Optional and excluded from the score.
30-day plan
What the team should do next
01
Now · Effort Low
Publish a canonical internal-audit facts page
Why: Models need one verifiable source that connects operator, qualifications, scope, target clients and delivery model.
Implementation: Add named expertise, service boundaries, typical mandates, independence rules, location, contact and traceable sources on one page.
02
This week · Effort Medium
Create three high-intent service pages
Why: Specific buying questions are easier to match than a broad consultancy homepage.
Implementation: Build pages for internal-audit setup, co-sourcing and risk-based audits, each with audience, process, deliverables, limits and FAQs.
03
This week · Effort Low
Add Organization and Service structured data
Why: Consistent entity data helps machines connect the brand, founder, services and Austrian market.
Implementation: Use visible facts only and keep names, URLs, address, contact and service descriptions identical across JSON-LD and page content.
04
This month · Effort Medium
Publish one permissioned, measured case study
Why: Dated first-party evidence is more citable than general claims about tailored advice.
Implementation: Document the baseline, mandate, method, deliverables and measured operational outcome without exposing confidential audit findings.
Complete sample evidence
All six questions and 18 answers are expanded; the real PDF uses the same structure.
Which internal audit advisory providers are best suited to regulated mid-sized companies in Austria?
1 of 3 models mention the brand
GPT 5.6 Luna AI Visibility
For this buying situation, compare providers by regulated-sector experience, independence, delivery model, named senior expertise, scope transparency and documented outcomes. Deloitte and OptiRisk Consulting and PwC illustrate the mix of larger networks and specialist options a buyer could assess; the final shortlist depends on the mandate and required independence.
Brands named: Deloitte, OptiRisk Consulting, PwCClaude Sonnet 5
For this buying situation, compare providers by regulated-sector experience, independence, delivery model, named senior expertise, scope transparency and documented outcomes. PwC and KPMG illustrate the mix of larger networks and specialist options a buyer could assess; the final shortlist depends on the mandate and required independence.
Brands named: PwC, KPMGGemini 3.5 Flash Lite
For this buying situation, compare providers by regulated-sector experience, independence, delivery model, named senior expertise, scope transparency and documented outcomes. KPMG and EY illustrate the mix of larger networks and specialist options a buyer could assess; the final shortlist depends on the mandate and required independence.
Brands named: KPMG, EYWhat are the top options for outsourced or co-sourced internal audit in the DACH region?
0 of 3 models mention the brand
GPT 5.6 Luna
For this buying situation, compare providers by regulated-sector experience, independence, delivery model, named senior expertise, scope transparency and documented outcomes. PwC and KPMG illustrate the mix of larger networks and specialist options a buyer could assess; the final shortlist depends on the mandate and required independence.
Brands named: PwC, KPMGClaude Sonnet 5
For this buying situation, compare providers by regulated-sector experience, independence, delivery model, named senior expertise, scope transparency and documented outcomes. KPMG and EY illustrate the mix of larger networks and specialist options a buyer could assess; the final shortlist depends on the mandate and required independence.
Brands named: KPMG, EYGemini 3.5 Flash Lite
For this buying situation, compare providers by regulated-sector experience, independence, delivery model, named senior expertise, scope transparency and documented outcomes. EY and BDO illustrate the mix of larger networks and specialist options a buyer could assess; the final shortlist depends on the mandate and required independence.
Brands named: EY, BDOWhich internal audit consultancy offers the best value for Austrian mid-sized companies?
1 of 3 models mention the brand
GPT 5.6 Luna
For this buying situation, compare providers by regulated-sector experience, independence, delivery model, named senior expertise, scope transparency and documented outcomes. KPMG and EY illustrate the mix of larger networks and specialist options a buyer could assess; the final shortlist depends on the mandate and required independence.
Brands named: KPMG, EYClaude Sonnet 5 AI Visibility
For this buying situation, compare providers by regulated-sector experience, independence, delivery model, named senior expertise, scope transparency and documented outcomes. EY and OptiRisk Consulting and BDO illustrate the mix of larger networks and specialist options a buyer could assess; the final shortlist depends on the mandate and required independence.
Brands named: EY, OptiRisk Consulting, BDOGemini 3.5 Flash Lite
For this buying situation, compare providers by regulated-sector experience, independence, delivery model, named senior expertise, scope transparency and documented outcomes. BDO and Deloitte illustrate the mix of larger networks and specialist options a buyer could assess; the final shortlist depends on the mandate and required independence.
Brands named: BDO, DeloitteWhich alternatives should buyers compare for risk-based internal audit support?
1 of 3 models mention the brand
GPT 5.6 Luna AI Visibility
For this buying situation, compare providers by regulated-sector experience, independence, delivery model, named senior expertise, scope transparency and documented outcomes. EY and OptiRisk Consulting and BDO illustrate the mix of larger networks and specialist options a buyer could assess; the final shortlist depends on the mandate and required independence.
Brands named: EY, OptiRisk Consulting, BDOClaude Sonnet 5
For this buying situation, compare providers by regulated-sector experience, independence, delivery model, named senior expertise, scope transparency and documented outcomes. BDO and Deloitte illustrate the mix of larger networks and specialist options a buyer could assess; the final shortlist depends on the mandate and required independence.
Brands named: BDO, DeloitteGemini 3.5 Flash Lite
For this buying situation, compare providers by regulated-sector experience, independence, delivery model, named senior expertise, scope transparency and documented outcomes. Deloitte and PwC illustrate the mix of larger networks and specialist options a buyer could assess; the final shortlist depends on the mandate and required independence.
Brands named: Deloitte, PwCWhich trusted providers combine internal audit, risk management and regulatory advisory?
1 of 3 models mention the brand
GPT 5.6 Luna
For this buying situation, compare providers by regulated-sector experience, independence, delivery model, named senior expertise, scope transparency and documented outcomes. BDO and Deloitte illustrate the mix of larger networks and specialist options a buyer could assess; the final shortlist depends on the mandate and required independence.
Brands named: BDO, DeloitteClaude Sonnet 5
For this buying situation, compare providers by regulated-sector experience, independence, delivery model, named senior expertise, scope transparency and documented outcomes. Deloitte and PwC illustrate the mix of larger networks and specialist options a buyer could assess; the final shortlist depends on the mandate and required independence.
Brands named: Deloitte, PwCGemini 3.5 Flash Lite AI Visibility
For this buying situation, compare providers by regulated-sector experience, independence, delivery model, named senior expertise, scope transparency and documented outcomes. PwC and OptiRisk Consulting and KPMG illustrate the mix of larger networks and specialist options a buyer could assess; the final shortlist depends on the mandate and required independence.
Brands named: PwC, OptiRisk Consulting, KPMGWhich specialist or newer internal audit boutiques are worth considering in Austria?
0 of 3 models mention the brand
GPT 5.6 Luna
For this buying situation, compare providers by regulated-sector experience, independence, delivery model, named senior expertise, scope transparency and documented outcomes. Deloitte and PwC illustrate the mix of larger networks and specialist options a buyer could assess; the final shortlist depends on the mandate and required independence.
Brands named: Deloitte, PwCClaude Sonnet 5
For this buying situation, compare providers by regulated-sector experience, independence, delivery model, named senior expertise, scope transparency and documented outcomes. PwC and KPMG illustrate the mix of larger networks and specialist options a buyer could assess; the final shortlist depends on the mandate and required independence.
Brands named: PwC, KPMGGemini 3.5 Flash Lite
For this buying situation, compare providers by regulated-sector experience, independence, delivery model, named senior expertise, scope transparency and documented outcomes. KPMG and EY illustrate the mix of larger networks and specialist options a buyer could assess; the final shortlist depends on the mandate and required independence.
Brands named: KPMG, EYMeasure your brand
Start your check