Your verdict
Your page is half shared.
About half of what your page says, GitLab also says. You're less same than 285 of the 366 SaaS sites scored (SaaS avg 56).
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.
Less same than average
The average SaaS site scores 56; you scored 47.
You are 9 points less same than the average SaaS site.
Closest overlap: GitLab
Of the 4 sites you named, GitLab echoes the most of what your page says. Scored the same way against the rest of the set, GitLab sits at 39.
GitLab is the competitor you sound most like.
Room to own more
28% of your claim space is ownable: unique, relevant, and hard to copy.
28% is ownable, and every claim you own already leads.
Three changes worth testing first.
Chosen by rule from the comparison with Harness, GitLab, JawsDeploy and GitHub Actions: 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.
- “From commit to production, fully automated.”
Harness, GitLab, JawsDeploy and GitHub Actions 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. - “Trusted by Walt Disney, Dominos Pizza, Starbucks, Nvidia, PayPal, AIG”
Keep the fact, lose the position: harness, GitLab, JawsDeploy and GitHub Actions all say it too, 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.
28% 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 · 6
- CI tools do CD poorly, only script calls
“Tools like GitHub Actions, Azure DevOps, Jenkins, Gitlab CI, and TeamCity are great for CI”
- Consistency lowered operational costs
“By bringing consistency to our deployment process, we were able to lower our operational costs.”
- Customer cut downtime dramatically
“Reduced downtime from 1 hour to 9.5 minutes (Unily)”
- Customers achieve far higher deployment frequency
“More releases”
- Customers cut deployment failure/error rates
“Reduce risk”
- Live app status across clusters and environments
“Get the live status, deployment history, logs, and manifests for your applications across all clusters and environments”
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 stakesHeroautomates deployment and delivery pipelines
- “From commit to production, fully automated.”
- “For folks using Argo CD, Octopus also automates GitOps deployments with Argo CD across environments, apps, and clusters with built-in compliance and a…”
- “Effortlessly scale deployments, automate repetitive tasks, and monitor deployment progress with real-time dashboards”
You say this 3 different ways.
Harness, GitLab, JawsDeploy and GitHub Actions all cover this territory. Buyers may need to hear it, but in your hero it spends the first impression on shared ground.
They say- Harness“Stop stitching scripts together. Harness Software Delivery Agent takes every change, safely from commit to production.”
- GitLab“Automate compliance workflows for safety standards, speed embedded development, and coordinate global teams (Automotive)”
- JawsDeploy“Release promotion without the legacy GUI tax”
- GitHub Actions“Build, test, and deploy your code right from GitHub”
- Commodity · 100%Table stakesHeronamed customers and testimonials as proof
- “Trusted by Walt Disney, Dominos Pizza, Starbucks, Nvidia, PayPal, AIG”
Common ground with Harness, GitLab, JawsDeploy and GitHub Actions. Say it if buyers need it — lower on the page, where it is not the thing they read first.
They say- Harness“Customer logos: Citi, United Airlines, Ancestry, Morningstar, Workday, Experian, ADP, The Home Depot”
- GitLab“Join the 50+ million people already using GitLab”
- JawsDeploy“1.2M+ deployments shipped across hosted and self-managed setups”
- GitHub Actions“Actions is an exciting development and unlocks so much potential beyond CI/CD”
- Contested · 50%SharpenHerofast to get started and onboarded
- “Start deploying for free”
JawsDeploy and GitHub Actions 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- JawsDeploy“Start free - no credit card”
- GitHub Actions“GitHub Actions is free for public repositories”
- Commodity · 75%Table stakesSectionintegrates with existing tools and stacks
- “Easily integrate with your favorite CI tool with Octopus”
Harness, JawsDeploy and GitHub Actions make the same claim (75% of the set). It cannot set you apart, so it should not carry the section.
They say- Harness“Deep integrations replace hand-built scripts”
- JawsDeploy“CI/CD connector setup”
- GitHub Actions“Linux, macOS, Windows, ARM, GPU, and containers make it easy to build and test all your projects”
- Commodity · 75%Table stakesSectionsecurity and compliance built in
- “Enterprise-grade compliance features you need as you scale, with built-in RBAC, ITSM integrations, and audit logs”
- “Ensure secure deployments with advanced encryption and access controls”
You say this 2 different ways.
A buyer comparing tabs sees this on Harness, GitLab and GitHub Actions too (75% of the set). Yours earns nothing by repeating it up top; it can live lower down.
They say- Harness“governs every pipeline”
- GitLab“Apply controls for compliance and collect audit-ready evidence automatically in every pipeline”
- GitHub Actions“Securely store and manage your code and packages with GitHub credentials, integrated into your workflows via APIs and webhooks”
- Commodity · 75%Table stakesSectionvisibility and reporting across environments
- “Get the live status, deployment history, logs, and manifests for your applications across all clusters and environments”
Harness, JawsDeploy and GitHub Actions 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. 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- Harness“One policy-driven view of coverage and risk across pipelines”
- JawsDeploy“Model your real-world infra”
- GitHub Actions“See your workflow run in realtime with color and emoji”
- Contested · 50%SharpenSectionone platform replaces multiple tools
- “One user-friendly tool for devs to deploy, verify, and troubleshoot their apps”
Shared with GitLab and GitHub Actions. Sharpen it to the thing only you do here, or it reads as a claim any of you could make. 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- GitLab“Your end-to-end delivery process in one place”
- GitHub Actions“now with world-class CI/CD”
- Contested · 50%SharpenSectionreusable, consistent configuration across environments
- “Use one deployment process for all environments”
Shared with GitLab and JawsDeploy. Sharpen it to the thing only you do here, or it reads as a claim any of you could make.
They say- GitLab“Choose from flexible deployment options and enable research collaboration (Education)”
- JawsDeploy“Reusable deployment flows”
- Contested · 25%KeepSectioneasy to use, no scripting required
- “Tools like GitHub Actions, Azure DevOps, Jenkins, Gitlab CI, and TeamCity are great for CI”
JawsDeploy say what they are and who they are for, as every page in a category must. Keep it — it is orientation, not differentiation. 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- JawsDeploy“Pipelines, not YAML soup”
- Contested · 25%SharpenSectionquantified customer results as proof
- “By bringing consistency to our deployment process, we were able to lower our operational costs.”
- “Reduced downtime from 1 hour to 9.5 minutes (Unily)”
- “KinderSystems completes 100+ customer-specific deployments in 2 hours using Octopus.”
- “More releases”
- “Reduce risk”
You say this 5 different ways.
GitLab is on this territory too (25% of the set). It narrows the field without winning it — make it specific enough that it cannot be said of them. 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- GitLab“The faster deployment capabilities GitLab enables directly contribute to our business growth”
Claim-by-claim evidence
Every claim on your page (20)
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.
Free tier / start without payment “Start deploying for free” | capability | Hero | 50% | 50% | Anyone could say it | Yes | Contested |
Fully automated commit-to-production delivery “From commit to production, fully automated.” | outcome | Hero | 50% | 100% | Anyone could say it | Yes | Contested |
Supports both cloud and on-premises deployment targetsgrouping uncertain “KinderSystems needed to support cloud and on-premises deployments and reduce manual work” | proof | Body | 50% | 50% | Anyone could say it | Yes | Contested |
Named enterprise brands as customers “Trusted by Walt Disney, Dominos Pizza, Starbucks, Nvidia, PayPal, AIG” | proof | Hero | 25% | 100% | Copyable with effort | Yes | Contested |
Built-in RBAC, audit logs and compliance features “Enterprise-grade compliance features you need as you scale, with built-in RBAC, ITSM integrations, and audit logs” | capability | Section | 25% | 75% | Copyable with effort | Yes | Contested |
Integrates with existing CI tools “Easily integrate with your favorite CI tool with Octopus” | capability | Section | 25% | 75% | Anyone could say it | Yes | Contested |
One reusable deployment process across environments “Use one deployment process for all environments” | capability | Section | 25% | 50% | Anyone could say it | Yes | Contested |
Saves time via automated environment promotiongrouping uncertain “Save time with automated environment promotion and reusable processes” | outcome | Section | 25% | 100% | Anyone could say it | Yes | Contested |
Automates GitOps deployments with Argo CD “For folks using Argo CD, Octopus also automates GitOps deployments with Argo CD across environments, apps, and clusters with built-in compliance and a…” | capability | Section | 0% | 100% | Copyable with effort | No | Unique and owned |
CI tools do CD poorly, only script calls “Tools like GitHub Actions, Azure DevOps, Jenkins, Gitlab CI, and TeamCity are great for CI” | category | Section | 0% | 25% | Copyable with effort | Yes | Unique and owned |
Consistency lowered operational costs “By bringing consistency to our deployment process, we were able to lower our operational costs.” | proof | Section | 0% | 25% | Copyable with effort | Yes | Unique and owned |
Customer cut downtime dramatically “Reduced downtime from 1 hour to 9.5 minutes (Unily)” | proof | Section | 0% | 25% | Copyable with effort | Yes | Unique and owned |
Customer ran 100+ deploys in two hours “KinderSystems completes 100+ customer-specific deployments in 2 hours using Octopus.” | proof | Section | 0% | 25% | Copyable with effort | No | Unique and owned |
Customers achieve far higher deployment frequency “More releases” | outcome | Section | 0% | 25% | Copyable with effort | Yes | Unique and owned |
Customers cut deployment failure/error rates “Reduce risk” | outcome | Section | 0% | 25% | Copyable with effort | Yes | Unique and owned |
Improves developer experience “Improve DevEx” | outcome | Section | 0% | 0% | Anyone could say it | Yes | Unique for now |
Live app status across clusters and environments “Get the live status, deployment history, logs, and manifests for your applications across all clusters and environments” | capability | Section | 0% | 75% | Copyable with effort | Yes | Unique and owned |
Scales deployments and automates repetitive work “Effortlessly scale deployments, automate repetitive tasks, and monitor deployment progress with real-time dashboards” | capability | Section | 0% | 100% | Anyone could say it | Yes | Unique for now |
Secure deployments via encryption and access control “Ensure secure deployments with advanced encryption and access controls” | capability | Section | 0% | 75% | Anyone could say it | Yes | Unique for now |
Single friendly tool for deploy, verify, troubleshoot “One user-friendly tool for devs to deploy, verify, and troubleshoot their apps” | quality | Section | 0% | 50% | Anyone could say it | Yes | Unique for now |
- Free tier / start without payment“Start deploying for free”capabilityHerosame claim 50%same territory 50%Anyone could say itContestedAlso on JawsDeploy, GitHub Actions
- Fully automated commit-to-production delivery“From commit to production, fully automated.”outcomeHerosame claim 50%same territory 100%Anyone could say itContestedAlso on Harness, GitHub Actions
- Supports both cloud and on-premises deployment targetsgrouping uncertain“KinderSystems needed to support cloud and on-premises deployments and reduce manual work”proofBodysame claim 50%same territory 50%Anyone could say itContestedAlso on GitLab, JawsDeploy
- Named enterprise brands as customers“Trusted by Walt Disney, Dominos Pizza, Starbucks, Nvidia, PayPal, AIG”proofHerosame claim 25%same territory 100%Copyable with effortContestedAlso on Harness
- Built-in RBAC, audit logs and compliance features“Enterprise-grade compliance features you need as you scale, with built-in RBAC, ITSM integrations, and audit logs”capabilitySectionsame claim 25%same territory 75%Copyable with effortContestedAlso on GitLab
- Integrates with existing CI tools“Easily integrate with your favorite CI tool with Octopus”capabilitySectionsame claim 25%same territory 75%Anyone could say itContestedAlso on JawsDeploy
- One reusable deployment process across environments“Use one deployment process for all environments”capabilitySectionsame claim 25%same territory 50%Anyone could say itContestedAlso on JawsDeploy
- Saves time via automated environment promotiongrouping uncertain“Save time with automated environment promotion and reusable processes”outcomeSectionsame claim 25%same territory 100%Anyone could say itContestedAlso on JawsDeploy
- Automates GitOps deployments with Argo CD“For folks using Argo CD, Octopus also automates GitOps deployments with Argo CD across environments, apps, and clusters with built-in compliance and a…”capabilitySectionsame claim 0%same territory 100%Copyable with effortnot a buying criterionUnique and owned
- CI tools do CD poorly, only script calls“Tools like GitHub Actions, Azure DevOps, Jenkins, Gitlab CI, and TeamCity are great for CI”categorySectionsame claim 0%same territory 25%Copyable with effortUnique and owned
- Consistency lowered operational costs“By bringing consistency to our deployment process, we were able to lower our operational costs.”proofSectionsame claim 0%same territory 25%Copyable with effortUnique and owned
- Customer cut downtime dramatically“Reduced downtime from 1 hour to 9.5 minutes (Unily)”proofSectionsame claim 0%same territory 25%Copyable with effortUnique and owned
- Customer ran 100+ deploys in two hours“KinderSystems completes 100+ customer-specific deployments in 2 hours using Octopus.”proofSectionsame claim 0%same territory 25%Copyable with effortnot a buying criterionUnique and owned
- Customers achieve far higher deployment frequency“More releases”outcomeSectionsame claim 0%same territory 25%Copyable with effortUnique and owned
- Customers cut deployment failure/error rates“Reduce risk”outcomeSectionsame claim 0%same territory 25%Copyable with effortUnique and owned
- Improves developer experience“Improve DevEx”outcomeSectionsame claim 0%same territory 0%Anyone could say itUnique for now
- Live app status across clusters and environments“Get the live status, deployment history, logs, and manifests for your applications across all clusters and environments”capabilitySectionsame claim 0%same territory 75%Copyable with effortUnique and owned
- Scales deployments and automates repetitive work“Effortlessly scale deployments, automate repetitive tasks, and monitor deployment progress with real-time dashboards”capabilitySectionsame claim 0%same territory 100%Anyone could say itUnique for now
- Secure deployments via encryption and access control“Ensure secure deployments with advanced encryption and access controls”capabilitySectionsame claim 0%same territory 75%Anyone could say itUnique for now
- Single friendly tool for deploy, verify, troubleshoot“One user-friendly tool for devs to deploy, verify, and troubleshoot their apps”qualitySectionsame claim 0%same territory 50%Anyone could say itUnique 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% | 51 | 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% | 50 | 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% | 73 | 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% | 33 | 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% | 0 | 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% | 45 | 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 “From commit to production, fully automated.”.
Harness, GitLab, JawsDeploy and GitHub Actions 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 “Trusted by Walt Disney, Dominos Pizza, Starbucks, Nvidia, PayPal, AIG”.
Keep the fact, lose the position: harness, GitLab, JawsDeploy and GitHub Actions all say it too, and your hero is spending its first impression on the same territory as theirs.
- 3Table stakesYour section copy says “For folks using Argo CD, Octopus also automates GitOps deployments with Argo CD across environments, apps, an…”.
This is the set's common ground — Harness, GitLab, JawsDeploy and GitHub Actions 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.
- 4Table stakesYour section copy says “Effortlessly scale deployments, automate repetitive tasks, and monitor deployment progress with real-time das…”.
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 section should carry a claim they will only find here.
- 5Table stakesYour section copy says “Enterprise-grade compliance features you need as you scale, with built-in RBAC, ITSM integrations, and audit…”.
True of you and true of them: Harness, GitLab and GitHub Actions say it too (75% of the set). That is why it decides nothing, and why the section is the wrong place to spend it.
- 6Table stakesYour section copy says “Easily integrate with your favorite CI tool with Octopus”.
In the section: Keep the fact, lose the position: harness, JawsDeploy and GitHub Actions say it too (75% of the set), and your section is spending its first impression on the same territory as theirs.
- 7Table stakesYour section copy says “Get the live status, deployment history, logs, and manifests for your applications across all clusters and en…”.
In the section: Harness, JawsDeploy and GitHub Actions say it too (75% of the set). 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.
- 8Table stakesYour section copy says “Ensure secure deployments with advanced encryption and access controls”.
In the section: Keep the fact, lose the position: harness, GitLab and GitHub Actions say it too (75% of the set), and your section is spending its first impression on the same territory as theirs.
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.







