Sameness Index · 5 sites compared

Your page scores 61 out of 100 for sameness against the 4 competitors you named.

https://www.credo.ai/

01

Your verdict

61
Sameness · vs 4 named
How is this calculated?

Your page is mostly the same.

Most of what your page says, Saidot says too. You're less same than 2 of the 6 AI app builders sites scored (category avg 54).

Benchmarked against AI app builders (the category you chose).
Sameness Index on a 0 to 100 scale, from distinctive at 0 to interchangeable at 100. This page scores 61. OneTrust scores 55. ServiceNow scores 68. Holistic AI scores 63. Saidot scores 57. The category avg is 54.

Each named site is scored the same way, against the other 4 in this set, so its tick means the same as your marker. The dashed line is the frozen benchmark average.

  1. More same than average

    The average AI app builders category leader scores 54; you scored 61.

    You are 7 points more same than the average AI app builders category leader.

  2. Closest overlap: Saidot

    Of the 4 sites you named, Saidot echoes the most of what your page says. Scored the same way against the rest of the set, Saidot sits at 57.

    Saidot is the competitor you sound most like.

  3. Little to own yet

    No claim on your page is unique, relevant to a buying decision and hard to copy all at once.

    Nothing yet passes all three ownership tests.

Do this first

Three changes worth testing first.

Chosen by rule from the comparison with OneTrust, ServiceNow, Holistic AI and Saidot: the shared claim taking your most prominent space, then the claims only you make that sit too low on the page to be read. Each one links to its claim card.

  1. Credo AI created the AI governance category

    OneTrust, ServiceNow, Holistic AI and Saidot all say it too. Buyers may still need it, but shared ground cannot carry your hero — move it lower and give that space to something only you can say.

    Table stakes
    Most of the set says this too.
  2. Fast Company named Credo AI one of the Most Innovative Companies of 2026

    Keep the fact, lose the position: oneTrust, Holistic AI and Saidot say it too (75% of the set), and your hero is spending its first impression on the same territory as theirs.

    Table stakes
    Most of the set says this too.

Try these changes, then test them with real buyers.

This measures overlap. Whether buyers notice is a different question, and only they can answer it.

02

What you can own

Claims only you make, that buyers weigh, and that competitors can’t easily copy.

0% of your page’s claim space is yours to keep.

0%Yours to keep17%Unique but weak83%A competitor says it too
Why this is not 100 minus the Sameness Index

The index is a weighted composite across six categories, including page structure and visuals. This bar is measured on your claims alone, weighted by where each one sits on the page. Different denominators, so the two never add to 100 and are not meant to.

Already leading with · 0

Nothing owned sits at hero or section level yet.

Buried in body copy · 0

Nothing buried. Every claim you own is already above body copy.

03

Where you blend in

Territory you spend prominent space on that the set also occupies. Not every line is one to delete — the question is whether it has earned the space, or whether something only you can say should be there instead.

  • Commodity · 100%Table stakesHero
    single unified purpose-built platform, unlike rivals
    • Credo AI created the AI governance category
    • Pioneered contextual, continuous, comprehensive AI governance
    • One Platform to Govern Every AI Entity

    You say this 3 different ways.

    OneTrust, ServiceNow, Holistic AI and Saidot all cover this territory. Buyers may need to hear it, but in your hero it spends the first impression on shared ground.

    They say
    • OneTrustConnect privacy, data, AI, and technology risk in one continuous system
    • ServiceNowServiceNow unites AI, data, workflows, and security on a single, enterprise-grade platform designed for scale, trust, and efficiency
    • Holistic AIHolistic AI unifies discovery, testing, monitoring, and compliance into a single system that seamlessly integrates into your AI stack
    • SaidotConnect Saidot to your existing tools so all your governance data exists in one place.
  • Commodity · 75%Table stakesHero
    discovers and inventories all AI systems including shadow AI
    • Across every agent, application, model, and AI vendor
    • Discover and catalog every AI system, agent, vendor and model
    • Full visibility into shadow AI

    You say this 3 different ways.

    Common ground with ServiceNow, Holistic AI and Saidot. Say it if buyers need it — lower on the page, where it is not the thing they read first.

    They say
    • ServiceNowAutomatically inventory any AI agent, model, and MCP server from first or third parties with no blind spots
    • Holistic AIIdentify shadow AI across your entire ecosystem
    • SaidotAutomatic updates to your AI inventory when system components change or update
  • Commodity · 75%Table stakesHero
    maps relationships, lineage and context via knowledge graph
    • Powered by a Knowledge Graph fusing global regulatory intelligence with your business context

    OneTrust, ServiceNow and Saidot make the same claim (75% of the set). It cannot set you apart, so it should not carry the hero.

    They say
    • OneTrustDynamic data graphs that surface relationships across projects, models, datasets, vendors, and systems
    • ServiceNowEnrich each AI asset as a configuration item with lineage, ownership, and relationships
    • SaidotGovern your AI systems, models, and agents in one connected graph.
  • Commodity · 75%Table stakesHero
    third-party recognition from analysts and awards
    • Fast Company named Credo AI one of the Most Innovative Companies of 2026

    OneTrust, Holistic AI and Saidot make the same claim (75% of the set). It cannot set you apart, so it should not carry the hero. Nobody else uses your exact words, but everyone is on the ground. Nobody else makes this exact claim, but everyone occupies the territory — lead with the specific, not the generic.

    They say
    • OneTrustOneTrust Named a Visionary in the 2026 Gartner Magic Quadrant for AI Governance Platforms
    • Holistic AIHolistic AI Named a Challenger in the 2026 Gartner® Magic Quadrant™ for AI Governance Platforms
    • SaidotBy integrating Azure AI with Saidot's innovative AI governance platform, we're empowering our customers to achieve greater cross-functional collaboration and…
  • Commodity · 100%Table stakesSection
    classifies and continuously monitors AI risk
    • Continuous, contextual risk assessment including purpose-built agentic risk and control library for tool misuse, scope drift, and inter-agent risk

    A buyer comparing tabs sees this on OneTrust, ServiceNow, Holistic AI and Saidot. Yours earns nothing by repeating it up top; it can live lower down.

    They say
    • OneTrustContinuously monitor AI risk posture so teams can spot issues early, strengthen controls, and act early
    • ServiceNowContinuously monitor and evaluate AI agents' performance through metrics and log traces
    • Holistic AIAssess risk before production and continuously monitor deployed models for drift, degradation, and adversarial threats
    • SaidotAdd an agent, and automatically classify it based on the tools it has access to.
  • Commodity · 100%Table stakesSection
    pre-built regulatory policy packs kept current
    • Six Years of Regulatory Authority, Out of the Box
    • Turn policy into code with pre-built policy packs, automated workflows, and audit-ready evidence
    • Policy packs containing regulatory intelligence for every major AI standard, policy and regulation

    You say this 3 different ways.

    OneTrust, ServiceNow, Holistic AI and Saidot got here first as far as a buyer can tell. Keep the fact for readers who need it; move the position to a claim only your page can make.

    They say
    • OneTrustRegulatory and contract intelligence that helps teams stay ahead of evolving obligations across jurisdictions
    • ServiceNowHas out-of-the-box governance workflows and content packs for EU AI Act, NIST AI RMF, and state regulations such as the California AI Transparency Act
    • Holistic AIRisk scores mapped directly to EU AI Act, NIST AI RMF, and ISO 42001 compliance requirements
    • SaidotOut-of-the-box policy controls with exact requirements your organisation
  • Commodity · 75%Table stakesSection
    ungoverned AI and governance gap is widespread (stat)
    • 60% of enterprises are scaling AI, only a fraction are governing it

    Shared with OneTrust, Holistic AI and Saidot, 75% of the set. True of you, true of them — which is exactly why it will not decide anything.

    They say
    • OneTrustThe speed of AI adoption is exposing the next governance gap
    • Holistic AI60% of AI is shadow AI, undocumented
    • SaidotMost AI governance starts from a blank form, and the work is done manually.
  • Contested · 50%SharpenSection
    AI automation cuts manual governance work
    • GAIA compresses weeks of governance work into hours

    OneTrust and Saidot are on this territory too (50% of the set). It narrows the field without winning it — make it specific enough that it cannot be said of them.

    They say
    • OneTrustAI-powered workflow automation helps offload repetitive governance work and streamline assessments, onboarding, and reviews
    • SaidotDo governance with your own AI agents
  • Contested · 50%SharpenSection
    governance keeps pace and stops being a bottleneck
    • You cannot govern millisecond decisions with a monthly audit. We don't.

    Shared with OneTrust and Holistic AI. Sharpen it to the thing only you do here, or it reads as a claim any of you could make.

    They say
    • OneTrustMake Governance Work at the Speed and Scale of AI
    • Holistic AIGovernance becomes infrastructure, not a bottleneck
  • Contested · 50%SharpenSection
    integrates with existing enterprise stack
    • Integrated with the systems you already use

    Contested ground: ServiceNow and Saidot claim it as well. The version that wins names a mechanism, a number or a scope that the others cannot match.

    They say
    • ServiceNowAI Control Tower runs on the ServiceNow AI Platform, the only platform that connects AI strategy, governance, and security to your workflows and CMDB
    • SaidotConnect to Azure AI Foundry, Amazon Bedrock, and other AI/ML and GRC platforms via REST APIs: 95% of our functionality can be operated through APIs
  • Contested · 25%KeepHero
    agents governed as first-class entities
    • AI Governance, Built for the Agentic Era

    Saidot say what they are and who they are for, as every page in a category must. Keep it — it is orientation, not differentiation.

    They say
    • SaidotBuilt for the age of AI agents, where governance has to move as fast as the AI it governs.
  • Contested · 25%SharpenHero
    human expert support backs the platform
    • Backed by forward-deployed experts

    Hero-level, and shared: Shared with Saidot. Sharpen it to the thing only you do here, or it reads as a claim any of you could make.

    They say
    • SaidotOur world-class AI governance experts maintain these insights connected to your AI inventory.
04

Claim-by-claim evidence

Every claim on your page (23)
What the columns mean
Claim
The grouped claim, then your exact line beneath it.
Type
What kind of claim it is: category, segment, outcome, capability, quality or proof.
Placement
Where it sits on your page: hero, section or body copy. Hero claims weigh most in the index.
Same claim
Share of the competitors making this exact claim. Drives ownership and ownable share.
Same territory
Share of the competitors with any claim in the same buyer-facing territory. This is what the index is scored on.
Sayability
Whether a competitor could truthfully make the same claim: anyone could, copyable with effort, or hard to copy.
Relevant
Whether buyers decide on this. A unique claim nobody buys on is not ownable.
Ownership
Commodity: 60% or more of the set says it. Contested: 20–59%. Unique: under 20%, owned when it is also hard to copy.

Tap a column to sort by it; tap again to reverse. Sorted by Same claim, highest first.

  • Automates compliance workflows and policy enforcement in code
    Turn policy into code with pre-built policy packs, automated workflows, and audit-ready evidence
    capabilitySectionsame claim 100%same territory 100%Anyone could say it
    Commodity
    Also on OneTrust, ServiceNow, Holistic AI, Saidot
  • Continuous, real-time risk monitoring rather than point-in-time checks
    Continuous, contextual risk assessment including purpose-built agentic risk and control library for tool misuse, scope drift, and inter-agent risk
    capabilitySectionsame claim 100%same territory 100%Anyone could say it
    Commodity
    Also on OneTrust, ServiceNow, Holistic AI, Saidot
  • Single unified platform across all governance domains
    One Platform to Govern Every AI Entity
    categorySectionsame claim 100%same territory 100%Anyone could say it
    Commodity
    Also on OneTrust, ServiceNow, Holistic AI, Saidot
  • Reduces risk exposure and protects reputationgrouping uncertain
    Helps enterprises discover their AI, enforce policy, manage AI risk and achieve Measurable Trust
    outcomeHerosame claim 75%same territory 75%Anyone could say it
    Commodity
    Also on ServiceNow, Holistic AI, Saidot
  • Automatically discovers and inventories all AI systems
    Discover and catalog every AI system, agent, vendor and model
    capabilitySectionsame claim 75%same territory 75%Anyone could say it
    Commodity
    Also on ServiceNow, Holistic AI, Saidot
  • Pre-built policy packs for major AI regulations and standards
    Policy packs containing regulatory intelligence for every major AI standard, policy and regulation
    capabilitySectionsame claim 75%same territory 100%Anyone could say it
    Commodity
    Also on ServiceNow, Holistic AI, Saidot
  • Continuous audit-ready evidence and reporting
    Evidence recording and audit
    capabilityBodysame claim 75%same territory 100%Anyone could say it
    Commodity
    Also on ServiceNow, Holistic AI, Saidot
  • Knowledge graph connecting risks, policies, controls and business context
    Powered by a Knowledge Graph fusing global regulatory intelligence with your business context
    capabilityHerosame claim 50%same territory 75%Copyable with effort
    Contested
    Also on OneTrust, Saidot
  • AI-assisted automation reduces manual governance work
    GAIA compresses weeks of governance work into hours
    outcomeSectionsame claim 50%same territory 50%Anyone could say it
    Contested
    Also on OneTrust, Saidot
  • Surfaces shadow AI for full visibility
    Full visibility into shadow AI
    capabilitySectionsame claim 50%same territory 75%Anyone could say it
    Contested
    Also on ServiceNow, Holistic AI
  • Maps AI asset relationships, lineage and dependencies
    Dependency mapping
    capabilityBodysame claim 50%same territory 75%Anyone could say it
    Contested
    Also on OneTrust, ServiceNow
  • Agents treated as first-class governed entities with agentic-specific controls
    AI Governance, Built for the Agentic Era
    categoryHerosame claim 25%same territory 25%Copyable with effort
    Contested
    Also on Saidot
  • Covers all AI entity types and the full lifecycle
    Across every agent, application, model, and AI vendor
    capabilityHerosame claim 25%same territory 75%Anyone could say it
    Contested
    Also on ServiceNow
  • Human expert support backs the platform
    Backed by forward-deployed experts
    capabilityHerosame claim 25%same territory 25%Anyone could say it
    Contested
    Also on Saidot
  • Governance keeps pace with AI's operating speed
    You cannot govern millisecond decisions with a monthly audit. We don't.
    qualitySectionsame claim 25%same territory 50%Anyone could say it
    Contested
    Also on OneTrust
  • Native integrations with existing enterprise stack
    Integrated with the systems you already use
    capabilitySectionsame claim 25%same territory 50%Anyone could say it
    Contested
    Also on Saidot
  • Regulatory intelligence kept current across jurisdictions
    Six Years of Regulatory Authority, Out of the Box
    proofSectionsame claim 25%same territory 100%Copyable with effort
    Contested
    Also on OneTrust
  • Shadow/ungoverned AI is widespread (stat)
    60% of enterprises are scaling AI, only a fraction are governing it
    proofSectionsame claim 25%same territory 75%Anyone could say itnot a buying criterion
    Contested
    Also on Holistic AI
  • Classifies AI systems by risk level
    Risk Classification
    capabilityBodysame claim 25%same territory 100%Anyone could say it
    Contested
    Also on Saidot
  • Risks and controls are inherited/assigned automatically by context
    A claims agent in EU insurance gets different controls than a marketing agent in US retail, automatically
    capabilityBodysame claim 25%same territory 75%Copyable with effort
    Contested
    Also on Saidot
  • Award or innovation recognition
    Fast Company named Credo AI one of the Most Innovative Companies of 2026
    proofHerosame claim 0%same territory 75%Copyable with effortnot a buying criterion
    Unique and owned
  • Created or has long defined the AI governance category
    Credo AI created the AI governance category
    proofHerosame claim 0%same territory 100%Copyable with effortnot a buying criterion
    Unique and owned
  • Purpose-built for AI governance, not retrofitted GRC
    Pioneered contextual, continuous, comprehensive AI governance
    qualitySectionsame claim 0%same territory 100%Anyone could say itnot a buying criterion
    Unique for now
05

How this was calculated

Sameness measures how much your claims overlap with the sites compared. It does not measure message quality or whether buyers prefer you.

AI-analyzed: an AI read each page on its own and grouped the claims that say the same thing. No score here was written by a model — every number is computed from those groupings in our own code, with the weights below.

How the score is built
The six category scores, their weights, and what a high score in each one means
CategoryWeightYoursWhat a high score means
Messaging
Category framing, who it is for, and the outcome promised
30%59The most expensive kind of sameness. A buyer cannot tell what job you do that the others do not.
Claims
Attribute and benefit claims — speed, ease, quality, ROI
30%75Every shared claim is a line already read on another tab. Cut the ones nobody owns and spend the space on something they cannot.
Features
Capabilities and functions the page lists
15%74Expected in a mature category, and the least alarming of the six. Feature parity is normal; leading with it is the mistake.
Proof
The kinds of evidence offered: customer logos, numbers, testimonials, case studies, badges
10%26Same kinds of proof as everyone means the proof stops working as proof. It is scored on the kind of evidence, not on which customers are named.
Structure
Section order, navigation, CTA language and placement
10%47The generic SaaS template — hero, logos, three-feature grid, testimonial, CTA. Familiar is not the same as memorable.
Visual
Palette family, imagery style, layout patterns
5%49Weighted lowest on purpose: buyers rarely decide on this. Worth knowing, rarely worth fixing first.

Each site was read on its own first, with no knowledge of the others, so your page gets no benefit of the doubt a competitor’s does not. A category nothing could be measured for drops out and the rest are re-weighted, rather than counted as zero.

What we compared (5 pages read)
Your page
Credo AI
credo.ai
Competitor
OneTrust
onetrust.com
Competitor
ServiceNow
servicenow.com
Competitor
Holistic AI
holisticai.com
Competitor
Saidot
saidot.ai
What it cannot tell you

The index can find where two pages converge. It cannot say whether a buyer would notice, or which of your reasons to buy actually land. A single check also moves several points between runs, so read the band and the ranking, not the last digit.

Your highest-impact changes

  1. 1
    Table stakesYour hero copy says “Credo AI created the AI governance category”.

    OneTrust, ServiceNow, Holistic AI and Saidot all say it too. Buyers may still need it, but shared ground cannot carry your hero — move it lower and give that space to something only you can say.

  2. 2
    Table stakesYour hero copy says “Fast Company named Credo AI one of the Most Innovative Companies of 2026”.

    Keep the fact, lose the position: oneTrust, Holistic AI and Saidot say it too (75% of the set), and your hero is spending its first impression on the same territory as theirs.

  3. 3
    Table stakesYour hero copy says “Across every agent, application, model, and AI vendor”.

    This is the set's common ground — ServiceNow, Holistic AI and Saidot say it too (75% of the set). It will not set you apart wherever it sits, and in the hero it costs you the one place a distinctive claim would be read.

  4. 4
    Table stakesYour hero copy says “Powered by a Knowledge Graph fusing global regulatory intelligence with your business context”.

    A buyer with three tabs open reads a version of this on every one of them. Say it further down for the readers who need it; the hero should carry a claim they will only find here.

  5. 5
    Table stakesYour section copy says “Turn policy into code with pre-built policy packs, automated workflows, and audit-ready evidence”.

    True of you and true of them: OneTrust, ServiceNow, Holistic AI and Saidot all say it too. That is why it decides nothing, and why the section is the wrong place to spend it.

  6. 6
    Table stakesYour section copy says “Continuous, contextual risk assessment including purpose-built agentic risk and control library for tool misu…”.

    In the section: Keep the fact, lose the position: oneTrust, ServiceNow, Holistic AI and Saidot all say it too, and your section is spending its first impression on the same territory as theirs.

  7. 7
    Table stakesYour section copy says “Policy packs containing regulatory intelligence for every major AI standard, policy and regulation”.

    In the section: This is the set's common ground — OneTrust, ServiceNow, Holistic AI and Saidot all say it too. It will not set you apart wherever it sits, and in the section it costs you the one place a distinctive claim would be read.

  8. 8
    Table stakesYour section copy says “Six Years of Regulatory Authority, Out of the Box”.

    In the section: OneTrust, ServiceNow, Holistic AI and Saidot all say it too. Buyers may still need it, but shared ground cannot carry your section — move it lower and give that space to something only you can say.

The only way to know if it matters.

This report can tell you where your messaging overlaps. It cannot tell you whether a buyer would care, or which of your reasons to buy actually land. Put the page in front of real B2B buyers in your target market and ask them.

Test it with real buyers
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