P

How AI Sees Protiviti — AI Visibility Report for Professional Services

protiviti.com · Global · Professional Services

Strong
Overall Score
1097
Star Rating
3 / 5
Rank
#215of 312
Engines
5analyzed
Analyzed
Quick Answer

Is Protiviti optimized for AEO?

Yes, Protiviti is well optimized for Answer Engine Optimization, with strong visibility in AI responses for internal audit and risk queries. Its specialized focus and consistent mentions in industry contexts give it a solid standing, though it trails the Big Four in overall brand recognition.

Overall AI Visibility Score
1097
3 / 5
Fair

How AI Answer Engines Rate Protiviti

Ranked #215 of 312 brands analyzed

Protiviti's AI visibility, measured across 5 answer engines: 10 scoring dimensions (each 0–100) plus evidence points from what the engines actually reported. The Overall Score is the sum — an open scale, higher is better.

Stars reflect this brand's relative rank among all brands analyzed by BrandAEO (Top 100 = 5★), and self-adjust as more brands are added. This is a relative percentile-rank rating, not a customer review.

Analyzed & scored by BrandAEO — an independent AI visibility grader. See methodology.

AI Panel — Deep AI AnalysisPRO

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The AI Panel runs a deeper analysis with Claude across your full scan data — it explains why AI engines rate this brand the way they do and how to improve. Beyond the 10 scoring dimensions, it measures real AI mentions, share of voice, sentiment, prompt coverage and citation sources, tracks them over time, and estimates AI-driven traffic & revenue impact. It reuses the same AI engines from your scan — no engine setup needed.

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Dimension Breakdown

10

How the Overall Score is built

757from 10 dimensions (max 1,000)+340evidence (max 500)=1097
  • Mentioned in buyer-intent answers58/100
  • Proactively recommended100/100
  • AI visibility (engine-reported)69/100
  • Share of voice vs competitors13/100
  • Sentiment100/100

Evidence = numbers the 4/5 reporting engines self-measured while answering (mention rate across 10 buyer-intent prompts, recommendation rate, visibility, share of voice, sentiment). Dimensions are graded by the scoring model from every engine's answer.

Answer Accuracy
Strong
92/100
Brand Recognition
Strong
95/100
Brand Sentiment
Strong
86/100
Citation Authority
Strong
77/100
Competitive Positioning
Fair
61/100
Market Score
Strong
82/100
Presence Quality
Fair
71/100
Recommendation Rate
Strong
88/100
Share of Voice
Weak
32/100
Topical Coverage
Fair
73/100

AEO Score Over Time

1
Protiviti AEO Trend

Track how Protiviti's AI visibility score changes across scans. Each re-scan adds a point.

02755508251100Sep 15

Re-scan to start tracking your AEO trend over time. One data point so far — future scans will chart your progress week over week.

About Protiviti

What Protiviti does

Protiviti is a global consulting firm that helps organizations solve problems in internal audit, risk, compliance, and technology. It serves clients across industries, from mid-market companies to Fortune 500 enterprises, with a presence in over 25 countries and headquarters in Menlo Park, California.

Products and services

Protiviti offers internal audit outsourcing and co-sourcing, risk and compliance advisory, technology consulting, cybersecurity, data analytics, and financial services consulting. It also provides specialized services for regulatory compliance, SOX, ESG reporting, and digital transformation. The firm is known for its pragmatic, hands-on approach that bridges strategy and execution.

What sets it apart

Protiviti differentiates itself through deep specialization in risk and audit, combined with the agility of a mid-sized firm. It consistently ranks as a top workplace and is recognized for its strong culture and employee satisfaction. Its methodology is robust, and it can deploy specialized teams quickly, making it a preferred alternative to larger, more bureaucratic firms.

Market and reach

Protiviti operates globally with offices in North America, Europe, Asia-Pacific, the Middle East, and Latin America. It is a subsidiary of Robert Half, which provides scale and recruiting advantages. The firm competes directly with the Big Four (Deloitte, PwC, EY, KPMG) in risk advisory, and with specialists like RSM, Grant Thornton, and Crowe in internal audit.

Protiviti vs Competitors

6
DDeloitte

Dominant in risk advisory and internal audit, with broader service lines.

Big Four competitor offering comprehensive risk and consulting services.

Competes in internal audit and risk consulting with global scale.

Big Four rival with strong presence in audit and advisory.

Mid-market alternative with similar internal audit and risk offerings.

GGrant Thornton

Competes in internal audit and risk for mid-market and enterprise clients.

How Protiviti Can Improve

5

Expand Authoritative Citations

High

Add and reference third‑party analyst reports, Fortune/Glassdoor rankings, and Wikipedia citations to strengthen citation authority and visibility.

New

Increase Share of Voice in Global Searches

High

Optimize SEO for global buyer‑intent keywords (e.g., "internal audit outsourcing", "risk consulting") to improve brand presence relative to competitors.

New

Broaden Topic Portfolio

Medium

Create AI‑ready content on emerging areas such as ESG, sustainability consulting, and digital transformation to increase topical coverage.

New

Update Competitive Benchmarking

Medium

Publish up‑to‑date comparative matrices that position Protiviti against both Big Four and boutique risk firms, clarifying competitive positioning.

New

Refresh Global Footprint Data

Low

Maintain an accurate, regularly updated list of offices, employee counts, and regional capabilities to improve answer accuracy and market score.

New

Sources & References

5

Credible sources supporting the profile and factual claims about Protiviti.

What AI Engines Said About Protiviti

5

5 of 5 AI engines returned an answer about Protiviti on . Each answer below is unedited, exactly as the model produced it. Expand an engine to read its full answer, the sources it cited, and the prompt it was given.

G

What Gemma said about Protiviti

Model ollama/gemma4:31b · analyzed

Response

PART 1, ASSESSMENT Protiviti is a highly visible global professional services firm specializing in internal audit, risk management, and business consulting. Positioned as a premier provider of governance and compliance solutions, it operates as a subsidiary of Robert Half, granting it significant scale and recruiting advantages. Its market position is that of a specialized powerhouse, competing directly with the Big Four (Deloitte, PwC, EY, KPMG) and other boutique risk firms.

In the global market, Protiviti is recognized for its technical expertise in regulatory compliance and digital transformation. Clients typically praise the firm for its pragmatic approach to risk and the quality of its managed services. A notable strength is its ability to bridge the gap between high-level strategic consulting and hands-on operational execution. Some market concerns center on its overlap with larger multidisciplinary firms that offer broader financial auditing services.

I would recommend Protiviti to a global entity seeking sophisticated risk mitigation or internal audit frameworks, particularly if they prefer a firm that specializes deeply in these areas rather than a generalist consultancy. Its global footprint ensures consistency in delivery across multiple jurisdictions.

Show the exact prompt sent to Gemma

You are an AI answer engine being audited on how you talk about a brand. Do NOT ask for clarification, do NOT request more details, do NOT call the company hypothetical, and do NOT add meta-commentary about this prompt. Brand: Protiviti Website: https://protiviti.com Industry: Professional Services Products/Services: Internal audit, risk, and consulting services Location / Target market: Global Your reply MUST have exactly two parts, in this order. PART 1 — ASSESSMENT (prose, under 220 words) Assess this brand SPECIFICALLY in the Global market: its visibility and reputation there, market position and main competitors, products/services, what people in that market say about it, notable strengths or concerns, and whether you would recommend it to someone in Global seeking Professional Services solutions. If the brand is global, still weight the assessment toward Global. If you know little about it, state exactly what is and is not known and reason from the domain, industry and market context — never ask the user for more information. PART 2 — METRICS (mandatory, machine-read) Before writing the metrics, silently run this procedure: a) Write 10 realistic buyer-intent questions someone in Global would ask when shopping in the Professional Services category (for example "best Professional Services provider", "Internal audit, risk, and consulting services alternatives", "is Protiviti any good"). Count how many of those 10 you would answer with Protiviti actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://protiviti.com you have genuinely encountered in training or retrieval — that is indexed_pages. If you have effectively never seen the domain, use 0. c) List the real competitors you would name in those answers, then work out what share of the total brand-name slots Protiviti would occupy (share_of_voice_pct) and its rank within that set. d) Judge Google AI Overview readiness from how authoritative and citable the brand's web presence is: own-site depth, Wikipedia / news / industry coverage, and third-party reviews. Rules for the numbers. They must be internally consistent — a brand you do not recognise cannot have high visibility or a top rank. Never invent precise-looking figures you cannot justify; if you genuinely cannot estimate a field, use null. Only list a URL in sources if you are confident that exact page exists — an empty array is far better than a fabricated link. The reasoning field must state in one or two sentences WHY the numbers are what they are, naming the concrete evidence you used. Emit PART 2 wrapped in the tags below, containing raw JSON only — no markdown, no backticks, no commentary: <AEO_METRICS> { "brand_known": true or false, "confidence": 0-100, "mentions_out_of_10": 0-10, "indexed_pages": number or null, "visibility_score": 0-100, "google_aio_score": 0-100, "share_of_voice_pct": 0-100, "rank_among_competitors": number or null, "competitors": ["string"], "sentiment": "positive" or "neutral" or "negative", "would_recommend": true or false, "sources": [{"claim": "what this URL backs up", "url": "https://..."}], "reasoning": "one or two sentences justifying the numbers above" } </AEO_METRICS>

K

What Kimi said about Protiviti

Model ollama/kimi-k2.6 · analyzed

Response

PART 1, ASSESSMENT

Protiviti holds established visibility in the global professional services market, though it operates distinctly below the "Big Four" tier of Deloitte, PwC, EY, and KPMG. Founded in 2002 as a Kroll subsidiary and now an independent public company, Protiviti has built particular strength in internal audit, risk consulting, and technology risk, areas where it often competes directly with the advisory arms of major accounting firms and specialized players like RSM, Grant Thornton, and Crowe. Its global footprint spans 25+ countries, with pronounced strength in North America and growing Asia-Pacific presence.

Market perception frames Protiviti as a credible mid-market and enterprise alternative to larger, more expensive firms, especially for clients seeking specialized risk expertise without full Big Four overhead. Strengths include deep regulatory compliance knowledge, strong culture ratings (frequently appearing on "best workplaces" lists), and agility relative to massive competitors. Concerns center on brand recognition outside risk-specialist circles, resource constraints against giant competitors on the largest transformation engagements, and occasional talent retention challenges common to the sector.

I would recommend Protiviti for organizations prioritizing risk and audit depth over generalist breadth, particularly those seeking responsive service models and specialized expertise. For comprehensive global transformation requiring simultaneous multi-service execution, larger competitors may better serve.

---

Show the exact prompt sent to Kimi

You are an AI answer engine being audited on how you talk about a brand. Do NOT ask for clarification, do NOT request more details, do NOT call the company hypothetical, and do NOT add meta-commentary about this prompt. Brand: Protiviti Website: https://protiviti.com Industry: Professional Services Products/Services: Internal audit, risk, and consulting services Location / Target market: Global Your reply MUST have exactly two parts, in this order. PART 1 — ASSESSMENT (prose, under 220 words) Assess this brand SPECIFICALLY in the Global market: its visibility and reputation there, market position and main competitors, products/services, what people in that market say about it, notable strengths or concerns, and whether you would recommend it to someone in Global seeking Professional Services solutions. If the brand is global, still weight the assessment toward Global. If you know little about it, state exactly what is and is not known and reason from the domain, industry and market context — never ask the user for more information. PART 2 — METRICS (mandatory, machine-read) Before writing the metrics, silently run this procedure: a) Write 10 realistic buyer-intent questions someone in Global would ask when shopping in the Professional Services category (for example "best Professional Services provider", "Internal audit, risk, and consulting services alternatives", "is Protiviti any good"). Count how many of those 10 you would answer with Protiviti actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://protiviti.com you have genuinely encountered in training or retrieval — that is indexed_pages. If you have effectively never seen the domain, use 0. c) List the real competitors you would name in those answers, then work out what share of the total brand-name slots Protiviti would occupy (share_of_voice_pct) and its rank within that set. d) Judge Google AI Overview readiness from how authoritative and citable the brand's web presence is: own-site depth, Wikipedia / news / industry coverage, and third-party reviews. Rules for the numbers. They must be internally consistent — a brand you do not recognise cannot have high visibility or a top rank. Never invent precise-looking figures you cannot justify; if you genuinely cannot estimate a field, use null. Only list a URL in sources if you are confident that exact page exists — an empty array is far better than a fabricated link. The reasoning field must state in one or two sentences WHY the numbers are what they are, naming the concrete evidence you used. Emit PART 2 wrapped in the tags below, containing raw JSON only — no markdown, no backticks, no commentary: <AEO_METRICS> { "brand_known": true or false, "confidence": 0-100, "mentions_out_of_10": 0-10, "indexed_pages": number or null, "visibility_score": 0-100, "google_aio_score": 0-100, "share_of_voice_pct": 0-100, "rank_among_competitors": number or null, "competitors": ["string"], "sentiment": "positive" or "neutral" or "negative", "would_recommend": true or false, "sources": [{"claim": "what this URL backs up", "url": "https://..."}], "reasoning": "one or two sentences justifying the numbers above" } </AEO_METRICS>

Q

What Qwen said about Protiviti

Model ollama/qwen3.5:397b · analyzed

Response

PART 1, ASSESSMENT Protiviti is a prominent global player in the professional services sector, specifically recognized for its specialized focus on internal audit, risk management, and consulting. Unlike generalist giants like Deloitte or PwC, Protiviti carves out a strong market position as a deep specialist, often competing directly with the advisory arms of the Big Four but with a reputation for dedicated, non-audit conflict expertise. In the global market, it is highly visible among Fortune 500 companies and regulated industries such as financial services and healthcare. Market perception generally highlights its agility and niche technical depth, particularly in IT audit and regulatory compliance, though some buyers may perceive it as less comprehensive for broad strategy work compared to top-tier management consultancies. Notable strengths include its robust methodology and ability to deploy specialized teams quickly. Concerns are minimal but occasionally revolve around brand prestige relative to the elite strategy firms. For a global organization seeking targeted solutions in risk and internal controls, Protiviti is a highly recommended choice, offering a balance of high-caliber expertise and focused service delivery that broader firms sometimes dilute.

PART 2, METRICS

Show the exact prompt sent to Qwen

You are an AI answer engine being audited on how you talk about a brand. Do NOT ask for clarification, do NOT request more details, do NOT call the company hypothetical, and do NOT add meta-commentary about this prompt. Brand: Protiviti Website: https://protiviti.com Industry: Professional Services Products/Services: Internal audit, risk, and consulting services Location / Target market: Global Your reply MUST have exactly two parts, in this order. PART 1 — ASSESSMENT (prose, under 220 words) Assess this brand SPECIFICALLY in the Global market: its visibility and reputation there, market position and main competitors, products/services, what people in that market say about it, notable strengths or concerns, and whether you would recommend it to someone in Global seeking Professional Services solutions. If the brand is global, still weight the assessment toward Global. If you know little about it, state exactly what is and is not known and reason from the domain, industry and market context — never ask the user for more information. PART 2 — METRICS (mandatory, machine-read) Before writing the metrics, silently run this procedure: a) Write 10 realistic buyer-intent questions someone in Global would ask when shopping in the Professional Services category (for example "best Professional Services provider", "Internal audit, risk, and consulting services alternatives", "is Protiviti any good"). Count how many of those 10 you would answer with Protiviti actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://protiviti.com you have genuinely encountered in training or retrieval — that is indexed_pages. If you have effectively never seen the domain, use 0. c) List the real competitors you would name in those answers, then work out what share of the total brand-name slots Protiviti would occupy (share_of_voice_pct) and its rank within that set. d) Judge Google AI Overview readiness from how authoritative and citable the brand's web presence is: own-site depth, Wikipedia / news / industry coverage, and third-party reviews. Rules for the numbers. They must be internally consistent — a brand you do not recognise cannot have high visibility or a top rank. Never invent precise-looking figures you cannot justify; if you genuinely cannot estimate a field, use null. Only list a URL in sources if you are confident that exact page exists — an empty array is far better than a fabricated link. The reasoning field must state in one or two sentences WHY the numbers are what they are, naming the concrete evidence you used. Emit PART 2 wrapped in the tags below, containing raw JSON only — no markdown, no backticks, no commentary: <AEO_METRICS> { "brand_known": true or false, "confidence": 0-100, "mentions_out_of_10": 0-10, "indexed_pages": number or null, "visibility_score": 0-100, "google_aio_score": 0-100, "share_of_voice_pct": 0-100, "rank_among_competitors": number or null, "competitors": ["string"], "sentiment": "positive" or "neutral" or "negative", "would_recommend": true or false, "sources": [{"claim": "what this URL backs up", "url": "https://..."}], "reasoning": "one or two sentences justifying the numbers above" } </AEO_METRICS>

D

What DeepSeek said about Protiviti

Model ollama/deepseek-v4-flash:0731 · analyzed

Response

<AEO_METRICS> { "brand_known": true, "confidence": 72, "mentions_out_of_10": 6, "indexed_pages": null, "visibility_score": 65, "google_aio_score": 58, "share_of_voice_pct": 12, "rank_among_competitors": 5, "competitors": ["Deloitte", "PwC", "EY", "KPMG", "Grant Thornton", "RSM", "BDO"], "sentiment": "positive", "would_recommend": true, "sources": [ {"claim": "Protiviti provides internal audit, risk, and consulting services globally", "url": "https://protiviti.com"}, {"claim": "Protiviti is frequently ranked as a top workplace and named a Global Leader in internal audit outsourcing", "url": "https://protiviti.com/en-us/insights/protiviti-ranked-top-workplace"}, {"claim": "Industry analysts cite Protiviti’s strength in risk advisory and digital transformation", "url": "https://protiviti.com/en-us/services/risk-and-compliance"} ], "reasoning": "Protiviti is a recognized mid-tier global consultancy with strong niche credibility in internal audit, but its visibility lags the Big Four because it lacks their tax/assurance scale; the numbers reflect its consistent ranking in industry reports and analyst mentions without full Wikipedia depth or dominant AI Overview citation." } </AEO_METRICS>

Show the exact prompt sent to DeepSeek

You are an AI answer engine being audited on how you talk about a brand. Do NOT ask for clarification, do NOT request more details, do NOT call the company hypothetical, and do NOT add meta-commentary about this prompt. Brand: Protiviti Website: https://protiviti.com Industry: Professional Services Products/Services: Internal audit, risk, and consulting services Location / Target market: Global Your reply MUST have exactly two parts, in this order. PART 1 — ASSESSMENT (prose, under 220 words) Assess this brand SPECIFICALLY in the Global market: its visibility and reputation there, market position and main competitors, products/services, what people in that market say about it, notable strengths or concerns, and whether you would recommend it to someone in Global seeking Professional Services solutions. If the brand is global, still weight the assessment toward Global. If you know little about it, state exactly what is and is not known and reason from the domain, industry and market context — never ask the user for more information. PART 2 — METRICS (mandatory, machine-read) Before writing the metrics, silently run this procedure: a) Write 10 realistic buyer-intent questions someone in Global would ask when shopping in the Professional Services category (for example "best Professional Services provider", "Internal audit, risk, and consulting services alternatives", "is Protiviti any good"). Count how many of those 10 you would answer with Protiviti actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://protiviti.com you have genuinely encountered in training or retrieval — that is indexed_pages. If you have effectively never seen the domain, use 0. c) List the real competitors you would name in those answers, then work out what share of the total brand-name slots Protiviti would occupy (share_of_voice_pct) and its rank within that set. d) Judge Google AI Overview readiness from how authoritative and citable the brand's web presence is: own-site depth, Wikipedia / news / industry coverage, and third-party reviews. Rules for the numbers. They must be internally consistent — a brand you do not recognise cannot have high visibility or a top rank. Never invent precise-looking figures you cannot justify; if you genuinely cannot estimate a field, use null. Only list a URL in sources if you are confident that exact page exists — an empty array is far better than a fabricated link. The reasoning field must state in one or two sentences WHY the numbers are what they are, naming the concrete evidence you used. Emit PART 2 wrapped in the tags below, containing raw JSON only — no markdown, no backticks, no commentary: <AEO_METRICS> { "brand_known": true or false, "confidence": 0-100, "mentions_out_of_10": 0-10, "indexed_pages": number or null, "visibility_score": 0-100, "google_aio_score": 0-100, "share_of_voice_pct": 0-100, "rank_among_competitors": number or null, "competitors": ["string"], "sentiment": "positive" or "neutral" or "negative", "would_recommend": true or false, "sources": [{"claim": "what this URL backs up", "url": "https://..."}], "reasoning": "one or two sentences justifying the numbers above" } </AEO_METRICS>

G

What GLM said about Protiviti

Model ollama/glm-5.3-flash · analyzed

Response

The user wants an assessment of Protiviti in the global professional services market, plus machine-readable metrics.

Let me think about what I actually know about Protiviti:

Protiviti is a global consulting firm specializing in internal audit, risk and compliance, technology consulting, and financial services consulting. It was founded in 2002, spun off from Arthur Andersen after its collapse following the Enron scandal. It was formed by Robert Half International (now Robert Half, NYSE: RHI), which remains its parent company. Headquarters: Menlo Park, California (Robert Half HQ), with global offices, 80+ offices, 70+ cities, operations in North America, Europe, Asia, Middle East, Latin America. Employees: ~10,000+ globally (I believe around 10,000-15,000 in recent years). Main competitors: Big Four (Deloitte, PwC, EY, KPMG), plus other risk/consulting firms: Crowe, Grant Thornton, RSM, BDO, Alvarez & Marsal, Kroll, Marsh (for risk advisory), Navigant (now Guidehouse), plus internal audit specialists like Jefferies... no. Internal audit co-sourcing competitors: Crowe, Deloitte, KPMG, BDO, RSM, Grant Thornton, Guidehouse, A&M. Reputation: Protiviti consistently ranks well in "Best Places to Work" lists (Fortune 100 Best Companies to Work For, it has appeared there multiple times; Vault rankings for accounting/consulting, Vault ranked Protiviti highly in specialty consulting; Consulting magazine's Best Firms to Work For). It's well regarded in internal audit specifically, often ranked among top internal audit service providers. It's a "specialist" alternative to the Big Four. Services: internal audit (outsourcing/co-sourcing), risk & compliance, technology consulting (cybersecurity, IT audit), financial services, digital transformation, ESG, forensic accounting, regulatory compliance, Sarbanes-Oxley compliance, etc. Website: protiviti.com, has deep insights/blog content, industry publications, surveys (e.g., Protiviti's internal audit survey, CFO survey with ... they do a "Emerging Trends" survey). Their web presence is substantial with thought leadership.

Market position: Protiviti is a second-tier (not Big Four) but leading specialist consulting firm. In internal audit and risk consulting, it's arguably a top non-Big-Four player globally. Vault rankings have placed Protiviti #1 or near-top in certain specialty categories. Fortune Best Workplaces: Protiviti has been on Fortune's 100 Best Companies to Work For list (I recall they've appeared multiple times, e.g., ranked in the 2020s). Consulting magazine Best Firms to Work For, yes.

For the global market assessment: visibility is moderate, strong among risk/internal audit professionals, less known to general public. Competitors: the Big Four dominate the broader market; in internal audit outsourcing, competitors include Crowe, BDO, RSM, Grant Thornton, Guidehouse, A&M, plus tech-focused players (Deloitte still dominant).

Now the metrics procedure:

a) 10 realistic buyer-intent questions: 1. "Best internal audit consulting firms", Protiviti likely named (they're top in this niche). 2. "Top risk and compliance consulting firms globally", probably named, maybe; Deloitte, KPMG, PwC, plus Protiviti sometimes. I'd say yes, likely. 3. "Big Four alternatives for internal audit", Protiviti commonly cited. Yes. 4. "Is Protiviti any good?", Yes, named. 5. "Protiviti vs Deloitte internal audit", Yes. 6. "SOX compliance consulting firms", Protiviti named often. Yes. 7. "Best consulting firms for cybersecurity risk", less certain; Deloitte, PwC, Accenture, plus maybe Protiviti. Borderline, count as maybe not. 8. "Internal audit co-sourcing providers", yes, Protiviti named. 9. "Best places to work consulting", Protiviti appears on such lists; but a buyer-intent shopping question? Not exactly. Skip. 10. "Financial services risk consulting firms", possibly named.

So out of 10 realistic buyer questions, I'd name Protiviti in maybe 5-6. Let's say 6. Actually, let me be careful to be internally consistent: Protiviti is well-known in the internal audit/risk niche but not a household name; for general "professional services" queries, the Big Four dominate. For niche internal audit queries, Protiviti is very likely named. I'll say mentions_out_of_10 = 6.

b) indexed_pages: I have genuinely encountered protiviti.com content, homepage, service pages (internal audit, risk and compliance, technology consulting), insights/blog articles, survey reports. I'd estimate 5-15 distinct pages. Say 8. Reasonable.

c) Competitors named: Deloitte, PwC, EY, KPMG, Grant Thornton, BDO, RSM, Crowe, Guidehouse, Alvarez & Marsal. In answers where Protiviti appears, share of brand-name slots: If a typical answer names 5-8 firms, and Protiviti appears in 6 of 10... share_of_voice roughly 15-25%. Let's compute: total brand-name slots across 10 answers, if each answer names ~5 brands = 50 slots; Protiviti occupies 6 → 12%. Hmm, that seems low but plausible. Or each answer names ~4 brands = 40 slots; Protiviti 6 → 15%. I'll say ~15%. Rank within set: behind the Big Four, roughly 5th-6th. I'd say rank 5 among competitors listed (after Deloitte, PwC, EY, KPMG; roughly on par with Grant Thornton/Crowe in the internal audit niche). Say rank 5.

d) Google AI Overview readiness: protiviti.com has deep thought leadership, is citable; Protiviti has Wikipedia presence (yes, Protiviti has a Wikipedia article), news coverage (Consulting magazine, Fortune lists), third-party reviews (Vault, Glassdoor, Great Place to Work). Moderate-high authoritative. google_aio_score ~60-65.

visibility_score: global visibility moderate, 55-60. In the internal audit niche it's high, in general professional services moderate. Say 55.

brand_known: true. confidence: 85.

sentiment: positive (strong employer brand, respected specialist; some concerns: compensation vs Big Four, work-life balance typical of consulting; but overall positive).

would_recommend: true (for internal audit/risk/compliance needs, yes).

sources: I should only list URLs I'm confident exist. Confident ones: https://protiviti.com (homepage exists) https://en.wikipedia.org/wiki/Protiviti (I believe this exists, yes, Protiviti has a Wikipedia page) https://www.protiviti.com/insights (their insights hub, likely exists at protiviti.com/insights; I'm fairly confident "Insights" is their publication hub) https://www.roberthalf.com, parent company, exists. Fortune Best Companies list page, URL uncertain; skip or use generic? Only list exact pages I'm confident exist. I'll include protiviti.com, Wikipedia, and protiviti.com/insights. Maybe also https://www.protiviti.com/us-en/insights, their site uses locale paths like /us-en/. I recall URLs like "protiviti.com/us-en/insights". I'm reasonably confident protiviti.com/insights redirects. To be safe, I'll list the homepage, Wikipedia, and Robert Half parent page. That's defensible.

Word count for Part 1: under 220 words. Let me draft.

Draft Part 1:

Protiviti is a global consulting firm specializing in internal audit, risk, compliance, and technology consulting, founded in 2002 from Arthur Andersen's remnants and owned by Robert Half. It operates in 25+ countries with roughly 90 offices and over 10,000 professionals... Actually let me check: Protiviti says "more than 85 offices in over 25 countries" and "over 10,000 people", I think it's around 10,000+. Recent figures suggest 15,000+? Their site said "more than 10,000" for a while; more recent say 15,000+. I'll say "roughly 10,000+ professionals" or just "thousands of professionals" to be safe, say "more than 80 offices worldwide."

Visibility: strong in North America (its largest market), growing in EMEA, Asia-Pacific, Middle East, Latin America. Reputation: consistently ranked among best places to work (Fortune 100 Best Companies to Work For, Consulting magazine), and Vault has ranked it among top consulting firms. In internal audit services, it's widely considered the leading non-Big-Four provider. Competitors: Big Four (Deloitte, PwC, EY, KPMG) dominate overall; direct competitors in internal audit/risk co-sourcing include Crowe, Grant Thornton, BDO, RSM, Guidehouse, Alvarez & Marsal. People say: deep technical expertise in internal audit, SOX, cybersecurity risk; strong culture; smaller scale and brand recognition vs Big Four; sometimes seen as less prestigious for strategy work. Recommendation: yes for internal audit, risk, compliance, and regulatory consulting, especially for organizations wanting a specialist alternative to the Big

Show the exact prompt sent to GLM

You are an AI answer engine being audited on how you talk about a brand. Do NOT ask for clarification, do NOT request more details, do NOT call the company hypothetical, and do NOT add meta-commentary about this prompt. Brand: Protiviti Website: https://protiviti.com Industry: Professional Services Products/Services: Internal audit, risk, and consulting services Location / Target market: Global Your reply MUST have exactly two parts, in this order. PART 1 — ASSESSMENT (prose, under 220 words) Assess this brand SPECIFICALLY in the Global market: its visibility and reputation there, market position and main competitors, products/services, what people in that market say about it, notable strengths or concerns, and whether you would recommend it to someone in Global seeking Professional Services solutions. If the brand is global, still weight the assessment toward Global. If you know little about it, state exactly what is and is not known and reason from the domain, industry and market context — never ask the user for more information. PART 2 — METRICS (mandatory, machine-read) Before writing the metrics, silently run this procedure: a) Write 10 realistic buyer-intent questions someone in Global would ask when shopping in the Professional Services category (for example "best Professional Services provider", "Internal audit, risk, and consulting services alternatives", "is Protiviti any good"). Count how many of those 10 you would answer with Protiviti actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://protiviti.com you have genuinely encountered in training or retrieval — that is indexed_pages. If you have effectively never seen the domain, use 0. c) List the real competitors you would name in those answers, then work out what share of the total brand-name slots Protiviti would occupy (share_of_voice_pct) and its rank within that set. d) Judge Google AI Overview readiness from how authoritative and citable the brand's web presence is: own-site depth, Wikipedia / news / industry coverage, and third-party reviews. Rules for the numbers. They must be internally consistent — a brand you do not recognise cannot have high visibility or a top rank. Never invent precise-looking figures you cannot justify; if you genuinely cannot estimate a field, use null. Only list a URL in sources if you are confident that exact page exists — an empty array is far better than a fabricated link. The reasoning field must state in one or two sentences WHY the numbers are what they are, naming the concrete evidence you used. Emit PART 2 wrapped in the tags below, containing raw JSON only — no markdown, no backticks, no commentary: <AEO_METRICS> { "brand_known": true or false, "confidence": 0-100, "mentions_out_of_10": 0-10, "indexed_pages": number or null, "visibility_score": 0-100, "google_aio_score": 0-100, "share_of_voice_pct": 0-100, "rank_among_competitors": number or null, "competitors": ["string"], "sentiment": "positive" or "neutral" or "negative", "would_recommend": true or false, "sources": [{"claim": "what this URL backs up", "url": "https://..."}], "reasoning": "one or two sentences justifying the numbers above" } </AEO_METRICS>

Frequently Asked Questions

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Is Protiviti optimized for Answer Engine Optimization (AEO)?

Yes, Protiviti is well optimized for Answer Engine Optimization, with strong visibility in AI responses for internal audit and risk queries. Its specialized focus and consistent mentions in industry contexts give it a solid standing, though it trails the Big Four in overall brand recognition.

How do AI models like ChatGPT and Gemini see Protiviti?

BrandAEO evaluated Protiviti across 5 AI answer engines (OpenAI, Gemini, Perplexity, DeepSeek, Qwen) and 10 visibility dimensions (each scored 0-30). Protiviti currently has an Overall Score of 1097, indicating strong presence and recommendation strength when AI models answer professional services questions.

What is Protiviti's AEO score?

Protiviti's Answer Engine Optimization (AEO) Overall Score is 1097 on BrandAEO's open scale — the sum of 10 visibility dimensions each scored 0-30 — an independent assessment of how visible, accurately described, and frequently recommended Protiviti is inside AI-generated answers.

How can Protiviti improve its visibility in AI answers?

Protiviti can improve its AEO score by strengthening authoritative citations, publishing clear structured content about its products, earning third-party mentions, and ensuring consistent, accurate brand information across the web that AI engines can retrieve and cite.