Sameness Index · 4 sites compared

Your page scores 51 out of 100 for sameness against the 3 competitors you named.

https://searchatlas.com/

01

Your verdict

51
Sameness · vs 3 named
How is this calculated?

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).

No category benchmark matched this set.
Sameness Index on a 0 to 100 scale, from distinctive at 0 to interchangeable at 100. This page scores 51. Semrush scores 79. Ahrefs scores 85. Surfer scores 63. The SaaS avg is 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.

  1. Less same than average

    The average SaaS site scores 56; you scored 51.

    You are 5 points less same than the average SaaS site.

  2. 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.

  3. 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.

Do this first

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.

  1. 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 stakes
    Most of the set says this too.
  2. 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.

    Surface
    Yours alone. Test it higher up.
  3. 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 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.

25% of your page’s claim space is yours to keep.

25%Yours to keep17%Unique but weak58%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 · 5

  1. Platform runs marketing autonomously without you

    The Growth Engine That Runs Your Marketing While You Sleep

  2. Cheaper than the stack of tools it replaces

    Replaces $7,977 in tool costs for $99 for the Core System

  3. Generates and publishes SEO-ready web pages

    Website Studio generates and publishes pages with SEO and conversion structure already built in

  4. Human approval controls before publishing

    You stay in control of what gets published, with approval settings for review before going live

  5. White-label client reporting built in

    White-label dashboards, automatic reporting, and client tracking are built in

Buried in body copy · 1

  1. Free trial or free access to features

    Free Trial lets you test all features: SEO, PPC, AI, content, and reporting

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
    AI 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
    • SemrushAsk anything to get actionable workflows and strategies backed by real Semrush data
    • AhrefsSkip the digging. Just ask.
    • SurferSurfer plugs into Claude, ChatGPT & more via MCP
  • Commodity · 100%Table stakesHero
    core 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
    • SemrushOwn your local presence
    • AhrefsOptimize your Google Business Profile to attract more local customers and dominate local rankings.
    • SurferWe 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 stakesSection
    named 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
    • SemrushTrusted by brands like Shopify, Decathlon, Booking.com, P&G, Samsung, FedEx, Amazon, General Electric, Airbnb, Netflix, TikTok, Dropbox
    • AhrefsMarketers at 44% of the Fortune 500 use Ahrefs to stay ahead in search and AI.
    • Surfer150,000+ Marketers, Agencies, and SEOs grow and get mentioned with Surfer every day
  • Commodity · 100%Table stakesSection
    visibility 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
    • SemrushBe found everywhere search happens
    • AhrefsMake your business discoverable—in search, AI, and beyond
    • SurferBe The Answer in Claude – Everywhere Buyers Search.
  • Commodity · 67%Table stakesSection
    automates 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
    • SemrushManage social all in one place
    • AhrefsDeploy technical SEO fixes to your website — no devs needed.
  • Commodity · 67%Table stakesSection
    customer 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
    • SurferSurfer's Content Editor is a game changer... easier to visualize what can be enhanced in each content piece.
  • Commodity · 67%Table stakesSection
    manage 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
    • AhrefsTrack every brand mention, competitor move, and industry story in real time.
    • SurferSurfer's integration with Google Docs allows for a seamless content workflow.
  • Contested · 33%SharpenSection
    fast 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
    • SurferSurfer brought our organic baseline up about 5x since we started using it.
  • Contested · 33%SharpenSection
    grow 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
    • SemrushBigger scale. Bigger advantage.
  • Contested · 33%SharpenSection
    reporting 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
    • AhrefsGet a high-level view of your websites and create customizable reports with Ahrefs data.
04

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
    categorySectionsame claim 100%same territory 100%Anyone could say it
    Commodity
    Also 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 effort
    Commodity
    Also on Semrush, Ahrefs, Surfer
  • Competitor research and analysis
    Competitor analysis capability
    capabilityBodysame claim 100%same territory 100%Anyone could say it
    Commodity
    Also 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 it
    Commodity
    Also 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 it
    Commodity
    Also 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 effort
    Commodity
    Also 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 criterion
    Commodity
    Also 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 effort
    Contested
    Also 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 effort
    Contested
    Also 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 criterion
    Contested
    Also on Surfer
  • Delivers measurable results quickly
    Real businesses, real performance improvements, delivered in weeks
    outcomeSectionsame claim 33%same territory 33%Anyone could say it
    Contested
    Also 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 effort
    Contested
    Also 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 it
    Contested
    Also on Ahrefs
  • Builds full SEO strategy / topical mapsgrouping uncertain
    Full SEO strategy capability
    capabilityBodysame claim 33%same territory 100%Anyone could say it
    Contested
    Also on Surfer
  • Customizable SEO reporting dashboards
    SEO reporting capability
    capabilityBodysame claim 33%same territory 33%Anyone could say it
    Contested
    Also 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 effort
    Contested
    Also 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 effort
    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
    segmentSectionsame claim 0%same territory 0%Anyone could say itnot a buying criterion
    Unique 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 effort
    Unique 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 effort
    Unique 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 it
    Unique 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 effort
    Unique 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 it
    Unique 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 effort
    Unique 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 it
    Unique 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 criterion
    Unique 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 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%48The 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/aEvery 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%72Expected 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%40Same 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/aThe 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%34Weighted 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)
Your page
Search Atlas
searchatlas.com
Competitor
Semrush
semrush.com
Competitor
Ahrefs
ahrefs.com
Competitor
Surfer
surferseo.com
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 “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.

  2. 2
    Table 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.

  3. 3
    Table 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.

  4. 4
    Table 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.

  5. 5
    Table 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.

  6. 6
    Table 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.

  7. 7
    Table 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.

  8. 8
    Table 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.

  9. 9
    Surface“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.

Test it with real buyers
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