Your verdict
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).
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.
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.
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.
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.
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.
- “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 stakesMost of the set says this too. - “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 stakesMost 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.
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.
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.
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 stakesHerosingle 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- OneTrust“Connect privacy, data, AI, and technology risk in one continuous system”
- ServiceNow“ServiceNow unites AI, data, workflows, and security on a single, enterprise-grade platform designed for scale, trust, and efficiency”
- Holistic AI“Holistic AI unifies discovery, testing, monitoring, and compliance into a single system that seamlessly integrates into your AI stack”
- Saidot“Connect Saidot to your existing tools so all your governance data exists in one place.”
- Commodity · 75%Table stakesHerodiscovers 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- ServiceNow“Automatically inventory any AI agent, model, and MCP server from first or third parties with no blind spots”
- Holistic AI“Identify shadow AI across your entire ecosystem”
- Saidot“Automatic updates to your AI inventory when system components change or update”
- Commodity · 75%Table stakesHeromaps 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- OneTrust“Dynamic data graphs that surface relationships across projects, models, datasets, vendors, and systems”
- ServiceNow“Enrich each AI asset as a configuration item with lineage, ownership, and relationships”
- Saidot“Govern your AI systems, models, and agents in one connected graph.”
- Commodity · 75%Table stakesHerothird-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- OneTrust“OneTrust Named a Visionary in the 2026 Gartner Magic Quadrant for AI Governance Platforms”
- Holistic AI“Holistic AI Named a Challenger in the 2026 Gartner® Magic Quadrant™ for AI Governance Platforms”
- Saidot“By 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 stakesSectionclassifies 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- OneTrust“Continuously monitor AI risk posture so teams can spot issues early, strengthen controls, and act early”
- ServiceNow“Continuously monitor and evaluate AI agents' performance through metrics and log traces”
- Holistic AI“Assess risk before production and continuously monitor deployed models for drift, degradation, and adversarial threats”
- Saidot“Add an agent, and automatically classify it based on the tools it has access to.”
- Commodity · 100%Table stakesSectionpre-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- OneTrust“Regulatory and contract intelligence that helps teams stay ahead of evolving obligations across jurisdictions”
- ServiceNow“Has 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 AI“Risk scores mapped directly to EU AI Act, NIST AI RMF, and ISO 42001 compliance requirements”
- Saidot“Out-of-the-box policy controls with exact requirements your organisation”
- Commodity · 75%Table stakesSectionungoverned 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- OneTrust“The speed of AI adoption is exposing the next governance gap”
- Holistic AI“60% of AI is shadow AI, undocumented”
- Saidot“Most AI governance starts from a blank form, and the work is done manually.”
- Contested · 50%SharpenSectionAI 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- OneTrust“AI-powered workflow automation helps offload repetitive governance work and streamline assessments, onboarding, and reviews”
- Saidot“Do governance with your own AI agents”
- Contested · 50%SharpenSectiongovernance 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- OneTrust“Make Governance Work at the Speed and Scale of AI”
- Holistic AI“Governance becomes infrastructure, not a bottleneck”
- Contested · 50%SharpenSectionintegrates 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- ServiceNow“AI Control Tower runs on the ServiceNow AI Platform, the only platform that connects AI strategy, governance, and security to your workflows and CMDB”
- Saidot“Connect 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%KeepHeroagents 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- Saidot“Built for the age of AI agents, where governance has to move as fast as the AI it governs.”
- Contested · 25%SharpenHerohuman 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- Saidot“Our world-class AI governance experts maintain these insights connected to your AI inventory.”
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” | capability | Section | 100% | 100% | Anyone could say it | Yes | Commodity |
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” | capability | Section | 100% | 100% | Anyone could say it | Yes | Commodity |
Single unified platform across all governance domains “One Platform to Govern Every AI Entity” | category | Section | 100% | 100% | Anyone could say it | Yes | Commodity |
Reduces risk exposure and protects reputationgrouping uncertain “Helps enterprises discover their AI, enforce policy, manage AI risk and achieve Measurable Trust” | outcome | Hero | 75% | 75% | Anyone could say it | Yes | Commodity |
Automatically discovers and inventories all AI systems “Discover and catalog every AI system, agent, vendor and model” | capability | Section | 75% | 75% | Anyone could say it | Yes | Commodity |
Pre-built policy packs for major AI regulations and standards “Policy packs containing regulatory intelligence for every major AI standard, policy and regulation” | capability | Section | 75% | 100% | Anyone could say it | Yes | Commodity |
Continuous audit-ready evidence and reporting “Evidence recording and audit” | capability | Body | 75% | 100% | Anyone could say it | Yes | Commodity |
Knowledge graph connecting risks, policies, controls and business context “Powered by a Knowledge Graph fusing global regulatory intelligence with your business context” | capability | Hero | 50% | 75% | Copyable with effort | Yes | Contested |
AI-assisted automation reduces manual governance work “GAIA compresses weeks of governance work into hours” | outcome | Section | 50% | 50% | Anyone could say it | Yes | Contested |
Surfaces shadow AI for full visibility “Full visibility into shadow AI” | capability | Section | 50% | 75% | Anyone could say it | Yes | Contested |
Maps AI asset relationships, lineage and dependencies “Dependency mapping” | capability | Body | 50% | 75% | Anyone could say it | Yes | Contested |
Agents treated as first-class governed entities with agentic-specific controls “AI Governance, Built for the Agentic Era” | category | Hero | 25% | 25% | Copyable with effort | Yes | Contested |
Covers all AI entity types and the full lifecycle “Across every agent, application, model, and AI vendor” | capability | Hero | 25% | 75% | Anyone could say it | Yes | Contested |
Human expert support backs the platform “Backed by forward-deployed experts” | capability | Hero | 25% | 25% | Anyone could say it | Yes | Contested |
Governance keeps pace with AI's operating speed “You cannot govern millisecond decisions with a monthly audit. We don't.” | quality | Section | 25% | 50% | Anyone could say it | Yes | Contested |
Native integrations with existing enterprise stack “Integrated with the systems you already use” | capability | Section | 25% | 50% | Anyone could say it | Yes | Contested |
Regulatory intelligence kept current across jurisdictions “Six Years of Regulatory Authority, Out of the Box” | proof | Section | 25% | 100% | Copyable with effort | Yes | Contested |
Shadow/ungoverned AI is widespread (stat) “60% of enterprises are scaling AI, only a fraction are governing it” | proof | Section | 25% | 75% | Anyone could say it | No | Contested |
Classifies AI systems by risk level “Risk Classification” | capability | Body | 25% | 100% | Anyone could say it | Yes | Contested |
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” | capability | Body | 25% | 75% | Copyable with effort | Yes | Contested |
Award or innovation recognition “Fast Company named Credo AI one of the Most Innovative Companies of 2026” | proof | Hero | 0% | 75% | Copyable with effort | No | Unique and owned |
Created or has long defined the AI governance category “Credo AI created the AI governance category” | proof | Hero | 0% | 100% | Copyable with effort | No | Unique and owned |
Purpose-built for AI governance, not retrofitted GRC “Pioneered contextual, continuous, comprehensive AI governance” | quality | Section | 0% | 100% | Anyone could say it | No | Unique for now |
- 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 itCommodityAlso 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 itCommodityAlso 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 itCommodityAlso 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 itCommodityAlso 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 itCommodityAlso 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 itCommodityAlso on ServiceNow, Holistic AI, Saidot
- Continuous audit-ready evidence and reporting“Evidence recording and audit”capabilityBodysame claim 75%same territory 100%Anyone could say itCommodityAlso 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 effortContestedAlso 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 itContestedAlso on OneTrust, Saidot
- Surfaces shadow AI for full visibility“Full visibility into shadow AI”capabilitySectionsame claim 50%same territory 75%Anyone could say itContestedAlso on ServiceNow, Holistic AI
- Maps AI asset relationships, lineage and dependencies“Dependency mapping”capabilityBodysame claim 50%same territory 75%Anyone could say itContestedAlso 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 effortContestedAlso 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 itContestedAlso on ServiceNow
- Human expert support backs the platform“Backed by forward-deployed experts”capabilityHerosame claim 25%same territory 25%Anyone could say itContestedAlso 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 itContestedAlso on OneTrust
- Native integrations with existing enterprise stack“Integrated with the systems you already use”capabilitySectionsame claim 25%same territory 50%Anyone could say itContestedAlso 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 effortContestedAlso 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 criterionContestedAlso on Holistic AI
- Classifies AI systems by risk level“Risk Classification”capabilityBodysame claim 25%same territory 100%Anyone could say itContestedAlso 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 effortContestedAlso 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 criterionUnique 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 criterionUnique 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 criterionUnique for now
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
| Category | Weight | Yours | What a high score means |
|---|---|---|---|
Messaging Category framing, who it is for, and the outcome promised | 30% | 59 | The 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% | 75 | Every 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% | 74 | Expected 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% | 26 | Same 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% | 47 | The 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% | 49 | Weighted 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)
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
- 1Table 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.
- 2Table 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.
- 3Table 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.
- 4Table 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.
- 5Table 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.
- 6Table 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.
- 7Table 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.
- 8Table 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.







