Your verdict
Your page is half shared.
About half of what your page says, Semrush also says. You're less same than 234 of the 366 SaaS sites scored (SaaS avg 56).
Each named site is scored the same way, against the other 3 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 51.
You are 5 points less same than the average SaaS site.
Closest overlap: Semrush
Of the 3 sites you named, Semrush echoes the most of what your page says. Scored the same way against the rest of the set, Semrush sits at 79.
Semrush is the competitor you sound most like.
Room to own more
25% of your claim space is ownable: unique, relevant, and hard to copy. 1 of those claims sits in body copy, where few readers reach it.
25% is ownable, and 1 buried opportunity could help you stand out more.
Three changes worth testing first.
Chosen by rule from the comparison with Semrush, Ahrefs and Surfer: 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.
- “Streamline, supercharge and scale your Google Business Profile listings”
Semrush, Ahrefs and Surfer 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. - “Free Trial lets you test all features: SEO, PPC, AI, content, and reporting”
Nobody in the set says this. It sits in body copy, where few readers reach it — worth testing higher up the page; only buyers can tell you whether it lands.
SurfaceYours alone. Test it higher up. - “The Growth Engine That Runs Your Marketing While You Sleep”
Keep the fact, lose the position: semrush, Ahrefs and Surfer 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.
25% 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 · 5
- Platform runs marketing autonomously without you
“The Growth Engine That Runs Your Marketing While You Sleep”
- Cheaper than the stack of tools it replaces
“Replaces $7,977 in tool costs for $99 for the Core System”
- Generates and publishes SEO-ready web pages
“Website Studio generates and publishes pages with SEO and conversion structure already built in”
- Human approval controls before publishing
“You stay in control of what gets published, with approval settings for review before going live”
- White-label client reporting built in
“White-label dashboards, automatic reporting, and client tracking are built in”
Buried in body copy · 1
- Free trial or free access to features
“Free Trial lets you test all features: SEO, PPC, AI, content, and reporting”
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 stakesHeroAI assistance built into the product
- “The Growth Engine That Runs Your Marketing While You Sleep”
- “Atlas Agent is the AI CMO of the operation, turns strategy into work that ships across every channel”
- “Ask Atlas Agent to analyze website traffic trends”
- “Search Atlas is an AI marketing platform for search”
You say this 4 different ways.
Semrush, Ahrefs and Surfer all cover this territory. Buyers may need to hear it, but in your hero it spends the first impression on shared ground.
They say- Semrush“Ask anything to get actionable workflows and strategies backed by real Semrush data”
- Ahrefs“Skip the digging. Just ask.”
- Surfer“Surfer plugs into Claude, ChatGPT & more via MCP”
- Commodity · 100%Table stakesHerocore SEO research and tracking tools
- “Streamline, supercharge and scale your Google Business Profile listings”
Common ground with Semrush, Ahrefs and Surfer. Say it if buyers need it — lower on the page, where it is not the thing they read first.
They say- Semrush“Own your local presence”
- Ahrefs“Optimize your Google Business Profile to attract more local customers and dominate local rankings.”
- Surfer“We like the SERP Analyzer because we can easily compare our pages against top competitors and get detailed instructions on how to optimise our content better.”
- Commodity · 100%Table stakesSectionnamed customers and user base as proof
- “Trusted by Autotrader, Vendasta, Cart.com, P&G, Olymp, Shutterfly, RWCO, Health Insurance, Charlie Health, EOS, Universal, Zynga, Hyundai, Serena & Lily”
Semrush, Ahrefs and Surfer make the same claim. It cannot set you apart, so it should not carry the section.
They say- Semrush“Trusted by brands like Shopify, Decathlon, Booking.com, P&G, Samsung, FedEx, Amazon, General Electric, Airbnb, Netflix, TikTok, Dropbox”
- Ahrefs“Marketers at 44% of the Fortune 500 use Ahrefs to stay ahead in search and AI.”
- Surfer“150,000+ Marketers, Agencies, and SEOs grow and get mentioned with Surfer every day”
- Commodity · 100%Table stakesSectionvisibility in AI answers and search
- “LLM Visibility tracks where you surface in AI answers, and wins back the citations you lose”
A buyer comparing tabs sees this on Semrush, Ahrefs and Surfer. Yours earns nothing by repeating it up top; it can live lower down.
They say- Semrush“Be found everywhere search happens”
- Ahrefs“Make your business discoverable—in search, AI, and beyond”
- Surfer“Be The Answer in Claude – Everywhere Buyers Search.”
- Commodity · 67%Table stakesSectionautomates work without extra staff
- “Smart Ads builds the campaigns, then moves budget, bids, and targeting as performance shifts”
- “OTTO SEO applies technical fixes and on-page improvements straight from live search data, no ticket queue”
- “Website Studio generates and publishes pages with SEO and conversion structure already built in”
- “You stay in control of what gets published, with approval settings for review before going live”
You say this 4 different ways.
Semrush and Ahrefs 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- Semrush“Manage social all in one place”
- Ahrefs“Deploy technical SEO fixes to your website — no devs needed.”
- Commodity · 67%Table stakesSectioncustomer testimonials as proof
- “Testimonial from Bruce Beck: one of our go-to tools for SEO strategy, content creation, and competitor analysis, a truly next-generation SEO solution”
Shared with Semrush and Surfer, 67% of the set. True of you, true of them — which is exactly why it will not decide anything.
They say- Semrush“+373% Increase in share of voice”
- Surfer“Surfer's Content Editor is a game changer... easier to visualize what can be enhanced in each content piece.”
- Commodity · 67%Table stakesSectionmanage everything from one place
- “Every client, campaign, and channel runs from one login”
A buyer comparing tabs sees this on Ahrefs and Surfer too (67% of the set). Yours earns nothing by repeating it up top; it can live lower down. 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- Ahrefs“Track every brand mention, competitor move, and industry story in real time.”
- Surfer“Surfer's integration with Google Docs allows for a seamless content workflow.”
- Contested · 33%SharpenSectionfast measurable results
- “Real businesses, real performance improvements, delivered in weeks”
Surfer is on this territory too (33% of the set). It narrows the field without winning it — make it specific enough that it cannot be said of them.
They say- Surfer“Surfer brought our organic baseline up about 5x since we started using it.”
- Contested · 33%SharpenSectiongrow business without adding headcount
- “Your roster grows faster than your team does”
Semrush is on this territory too (33% 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- Semrush“Bigger scale. Bigger advantage.”
- Contested · 33%SharpenSectionreporting and dashboards for clients
- “White-label dashboards, automatic reporting, and client tracking are built in”
- “Performance and outcomes across every client and campaign, visible as they happen”
You say this 2 different ways.
Shared with Ahrefs. Sharpen it to the thing only you do here, or it reads as a claim any of you could make.
They say- Ahrefs“Get a high-level view of your websites and create customizable reports with Ahrefs data.”
Claim-by-claim evidence
Every claim on your page (27)
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.
Positioned as an AI marketing/search platform “Search Atlas is an AI marketing platform for search” | category | Section | 100% | 100% | Anyone could say it | Yes | Commodity |
Tracks brand visibility in AI answers/prompts “LLM Visibility tracks where you surface in AI answers, and wins back the citations you lose” | capability | Section | 100% | 100% | Copyable with effort | Yes | Commodity |
Competitor research and analysis “Competitor analysis capability” | capability | Body | 100% | 100% | Anyone could say it | Yes | Commodity |
Optimizes Google Business Profile / local presence “Streamline, supercharge and scale your Google Business Profile listings” | capability | Hero | 67% | 100% | Anyone could say it | Yes | Commodity |
AI assistant answers questions from your data “Ask Atlas Agent to analyze website traffic trends” | capability | Section | 67% | 100% | Anyone could say it | Yes | Commodity |
Used by named large enterprise brands “Trusted by Autotrader, Vendasta, Cart.com, P&G, Olymp, Shutterfly, RWCO, Health Insurance, Charlie Health, EOS, Universal, Zynga, Hyundai, Serena & Lily” | proof | Section | 67% | 100% | Copyable with effort | Yes | Commodity |
Social media publishing and scheduling “Social scheduling is coming soon” | capability | Body | 67% | 67% | Anyone could say it | No | Commodity |
AI agent turns strategy into shipped work “Atlas Agent is the AI CMO of the operation, turns strategy into work that ships across every channel” | capability | Section | 33% | 100% | Copyable with effort | Yes | Contested |
Automated paid ad campaign management and optimization “Smart Ads builds the campaigns, then moves budget, bids, and targeting as performance shifts” | capability | Section | 33% | 67% | Copyable with effort | Yes | Contested |
Customer praise for content/SEO tooling quality “Testimonial from Bruce Beck: one of our go-to tools for SEO strategy, content creation, and competitor analysis, a truly next-generation SEO solution” | proof | Section | 33% | 67% | Anyone could say it | No | Contested |
Delivers measurable results quickly “Real businesses, real performance improvements, delivered in weeks” | outcome | Section | 33% | 33% | Anyone could say it | Yes | Contested |
Finds and deploys technical SEO fixes without devs “OTTO SEO applies technical fixes and on-page improvements straight from live search data, no ticket queue” | capability | Section | 33% | 67% | Copyable with effort | Yes | Contested |
Real-time performance visibility across accounts “Performance and outcomes across every client and campaign, visible as they happen” | capability | Section | 33% | 33% | Anyone could say it | Yes | Contested |
Builds full SEO strategy / topical mapsgrouping uncertain “Full SEO strategy capability” | capability | Body | 33% | 100% | Anyone could say it | Yes | Contested |
Customizable SEO reporting dashboards “SEO reporting capability” | capability | Body | 33% | 33% | Anyone could say it | Yes | Contested |
Digital PR and link building included “Outreach, digital PR, and link building run as part of the loop” | capability | Body | 33% | 100% | Copyable with effort | Yes | Contested |
Platform runs marketing autonomously without you “The Growth Engine That Runs Your Marketing While You Sleep” | outcome | Hero | 0% | 100% | Copyable with effort | Yes | Unique and owned |
Built for agencies, in-house teams and multi-location brands “Built for SEO agencies, in-house marketing teams, consultants, and multi-location brands” | segment | Section | 0% | 0% | Anyone could say it | No | Unique for now |
Cheaper than the stack of tools it replaces “Replaces $7,977 in tool costs for $99 for the Core System” | outcome | Section | 0% | 0% | Copyable with effort | Yes | Unique and owned |
Generates and publishes SEO-ready web pages “Website Studio generates and publishes pages with SEO and conversion structure already built in” | capability | Section | 0% | 67% | Copyable with effort | Yes | Unique and owned |
Grow client roster without adding headcount “Your roster grows faster than your team does” | outcome | Section | 0% | 33% | Anyone could say it | Yes | Unique for now |
Human approval controls before publishing “You stay in control of what gets published, with approval settings for review before going live” | capability | Section | 0% | 67% | Copyable with effort | Yes | Unique and owned |
Manage all clients and channels from one login “Every client, campaign, and channel runs from one login” | capability | Section | 0% | 67% | Anyone could say it | Yes | Unique for now |
White-label client reporting built in “White-label dashboards, automatic reporting, and client tracking are built in” | capability | Section | 0% | 33% | Copyable with effort | Yes | Unique and owned |
Free trial or free access to features “Free Trial lets you test all features: SEO, PPC, AI, content, and reporting” | capability | Body | 0% | 0% | Anyone could say it | Yes | Unique for now |
Live training sessions on new features “Weekly Live Sessions to stay current on what's new” | capability | Body | 0% | 33% | Anyone could say it | No | Unique for now |
Plans tiered for solo marketers vs scaling agencies “Starter plan built for solo marketers, freelancers, and 1-person agency teams” | segment | Body | 0% | 0% | Anyone could say it | No | Unique for now |
- Positioned as an AI marketing/search platform“Search Atlas is an AI marketing platform for search”categorySectionsame claim 100%same territory 100%Anyone could say itCommodityAlso on Semrush, Ahrefs, Surfer
- Tracks brand visibility in AI answers/prompts“LLM Visibility tracks where you surface in AI answers, and wins back the citations you lose”capabilitySectionsame claim 100%same territory 100%Copyable with effortCommodityAlso on Semrush, Ahrefs, Surfer
- Competitor research and analysis“Competitor analysis capability”capabilityBodysame claim 100%same territory 100%Anyone could say itCommodityAlso on Semrush, Ahrefs, Surfer
- Optimizes Google Business Profile / local presence“Streamline, supercharge and scale your Google Business Profile listings”capabilityHerosame claim 67%same territory 100%Anyone could say itCommodityAlso on Semrush, Ahrefs
- AI assistant answers questions from your data“Ask Atlas Agent to analyze website traffic trends”capabilitySectionsame claim 67%same territory 100%Anyone could say itCommodityAlso on Semrush, Ahrefs
- Used by named large enterprise brands“Trusted by Autotrader, Vendasta, Cart.com, P&G, Olymp, Shutterfly, RWCO, Health Insurance, Charlie Health, EOS, Universal, Zynga, Hyundai, Serena & Lily”proofSectionsame claim 67%same territory 100%Copyable with effortCommodityAlso on Semrush, Ahrefs
- Social media publishing and scheduling“Social scheduling is coming soon”capabilityBodysame claim 67%same territory 67%Anyone could say itnot a buying criterionCommodityAlso on Semrush, Ahrefs
- AI agent turns strategy into shipped work“Atlas Agent is the AI CMO of the operation, turns strategy into work that ships across every channel”capabilitySectionsame claim 33%same territory 100%Copyable with effortContestedAlso on Ahrefs
- Automated paid ad campaign management and optimization“Smart Ads builds the campaigns, then moves budget, bids, and targeting as performance shifts”capabilitySectionsame claim 33%same territory 67%Copyable with effortContestedAlso on Semrush
- Customer praise for content/SEO tooling quality“Testimonial from Bruce Beck: one of our go-to tools for SEO strategy, content creation, and competitor analysis, a truly next-generation SEO solution”proofSectionsame claim 33%same territory 67%Anyone could say itnot a buying criterionContestedAlso on Surfer
- Delivers measurable results quickly“Real businesses, real performance improvements, delivered in weeks”outcomeSectionsame claim 33%same territory 33%Anyone could say itContestedAlso on Surfer
- Finds and deploys technical SEO fixes without devs“OTTO SEO applies technical fixes and on-page improvements straight from live search data, no ticket queue”capabilitySectionsame claim 33%same territory 67%Copyable with effortContestedAlso on Ahrefs
- Real-time performance visibility across accounts“Performance and outcomes across every client and campaign, visible as they happen”capabilitySectionsame claim 33%same territory 33%Anyone could say itContestedAlso on Ahrefs
- Builds full SEO strategy / topical mapsgrouping uncertain“Full SEO strategy capability”capabilityBodysame claim 33%same territory 100%Anyone could say itContestedAlso on Surfer
- Customizable SEO reporting dashboards“SEO reporting capability”capabilityBodysame claim 33%same territory 33%Anyone could say itContestedAlso on Ahrefs
- Digital PR and link building included“Outreach, digital PR, and link building run as part of the loop”capabilityBodysame claim 33%same territory 100%Copyable with effortContestedAlso on Semrush
- Platform runs marketing autonomously without you“The Growth Engine That Runs Your Marketing While You Sleep”outcomeHerosame claim 0%same territory 100%Copyable with effortUnique and owned
- Built for agencies, in-house teams and multi-location brands“Built for SEO agencies, in-house marketing teams, consultants, and multi-location brands”segmentSectionsame claim 0%same territory 0%Anyone could say itnot a buying criterionUnique for now
- Cheaper than the stack of tools it replaces“Replaces $7,977 in tool costs for $99 for the Core System”outcomeSectionsame claim 0%same territory 0%Copyable with effortUnique and owned
- Generates and publishes SEO-ready web pages“Website Studio generates and publishes pages with SEO and conversion structure already built in”capabilitySectionsame claim 0%same territory 67%Copyable with effortUnique and owned
- Grow client roster without adding headcount“Your roster grows faster than your team does”outcomeSectionsame claim 0%same territory 33%Anyone could say itUnique for now
- Human approval controls before publishing“You stay in control of what gets published, with approval settings for review before going live”capabilitySectionsame claim 0%same territory 67%Copyable with effortUnique and owned
- Manage all clients and channels from one login“Every client, campaign, and channel runs from one login”capabilitySectionsame claim 0%same territory 67%Anyone could say itUnique for now
- White-label client reporting built in“White-label dashboards, automatic reporting, and client tracking are built in”capabilitySectionsame claim 0%same territory 33%Copyable with effortUnique and owned
- Free trial or free access to features“Free Trial lets you test all features: SEO, PPC, AI, content, and reporting”capabilityBodysame claim 0%same territory 0%Anyone could say itUnique for now
- Live training sessions on new features“Weekly Live Sessions to stay current on what's new”capabilityBodysame claim 0%same territory 33%Anyone could say itnot a buying criterionUnique for now
- Plans tiered for solo marketers vs scaling agencies“Starter plan built for solo marketers, freelancers, and 1-person agency teams”segmentBodysame claim 0%same territory 0%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% | 48 | 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% | n/a | 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% | 72 | 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% | 40 | 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% | n/a | 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% | 34 | 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 (4 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 “Streamline, supercharge and scale your Google Business Profile listings”.
Semrush, Ahrefs and Surfer 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 “The Growth Engine That Runs Your Marketing While You Sleep”.
Keep the fact, lose the position: semrush, Ahrefs and Surfer all say it too, and your hero is spending its first impression on the same territory as theirs.
- 3Table stakesYour section copy says “Atlas Agent is the AI CMO of the operation, turns strategy into work that ships across every channel”.
This is the set's common ground — Semrush, Ahrefs and Surfer 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 “Ask Atlas Agent to analyze website traffic trends”.
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 “LLM Visibility tracks where you surface in AI answers, and wins back the citations you lose”.
True of you and true of them: Semrush, Ahrefs and Surfer 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 “Trusted by Autotrader, Vendasta, Cart.com, P&G, Olymp, Shutterfly, RWCO, Health Insurance, Charlie Health, EO…”.
In the section: Keep the fact, lose the position: semrush, Ahrefs and Surfer all say it too, and your section is spending its first impression on the same territory as theirs.
- 7Table stakesYour section copy says “Smart Ads builds the campaigns, then moves budget, bids, and targeting as performance shifts”.
In the section: Semrush and Ahrefs say it too (67% 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 “Testimonial from Bruce Beck: one of our go-to tools for SEO strategy, content creation, and competitor analys…”.
In the section: True of you and true of them: Semrush and Surfer say it too (67% of the set). That is why it decides nothing, and why the section is the wrong place to spend it.
- 9Surface“Free Trial lets you test all features: SEO, PPC, AI, content, and reporting” is yours alone, and buyers weigh it.
Nobody in the set says this. It sits in body copy, where few readers reach it — worth testing higher up the page; only buyers can tell you whether it lands.
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.







