Sameness Index · 5 sites compared

Your page scores 51 out of 100 for sameness against the 4 competitors you named.

https://koalatative.com/

01

Your verdict

51
Sameness · vs 4 named
How is this calculated?

Your page is half shared.

About half of what your page says, ConversionAdvocates also says. You're less same than 26 of the 48 services sites scored (services avg 59).

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. Spiralyze scores 46. ConversionAdvocates scores 59. ConversionWise scores 59. Speero scores 58. The services avg is 59.

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

  1. Less same than average

    The average services site scores 59; you scored 51.

    You are 8 points less same than the average services site.

  2. Closest overlap: ConversionAdvocates

    Of the 4 sites you named, ConversionAdvocates echoes the most of what your page says: 69% of it, weighted by placement. Scored the same way you were, against the rest of the set, ConversionAdvocates's own Sameness Index is 59. Those are different measures: the first is overlap with your page, the second is how same ConversionAdvocates's whole page is.

    ConversionAdvocates is the competitor you sound most like.

  3. Room to own more

    21% of your claim space is ownable: unique, relevant, and hard to copy. 2 of those claims sit in body copy, where few readers reach them.

    21% is ownable, and 2 buried opportunities could help you stand out more.

Do this first

Three changes worth testing first.

Chosen by rule from the comparison with Spiralyze, ConversionAdvocates, ConversionWise and Speero: 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. “can run a high-ROI program for you or help you build the capability in-house”

    Spiralyze, ConversionAdvocates, ConversionWise and Speero 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. “we look beyond the immediate experiment window with a delayed analysis to understand whether an effect persists”

    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. “guardrail metrics help us eliminate wins that aren't actually good for the business or its customers”

    A claim that is yours alone, filed in body copy. Try it where it will be read before the shared claims are, and let buyers tell you if it moves them.

    Surface
    Yours alone. Test it higher up.

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.

21% of your page’s claim space is yours to keep.

21%Yours to keep38%Unique but weak41%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 · 4

  1. Optimize for conversion quality, not just volume

    “Optimize for higher-quality conversions”

  2. Senior founders do the work, no junior handoff

    “work directly with the founders”

  3. Measures downstream revenue impact of tests

    “we also look at what those conversions were worth, what happened downstream, what other metrics changed, and whether the effect held up over time”

  4. Pushes experiment data into your warehouse/CRM

    “pushing experiment results into your data warehouse and combining them with analytics, CRM, transaction details, and other downstream data”

Buried in body copy · 2

  1. Delayed analysis checks whether effects persist

    “we look beyond the immediate experiment window with a delayed analysis to understand whether an effect persists”

  2. Guardrail metrics filter out false wins

    “guardrail metrics help us eliminate wins that aren't actually good for the business or its customers”

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
    Full-service CRO/experimentation program run for you
    • “can run a high-ROI program for you or help you build the capability in-house”
    • “We're a full-service conversion rate optimization agency”

    You say this 2 different ways.

    Spiralyze, ConversionAdvocates, ConversionWise and Speero all cover this territory. Buyers may need to hear it, but in your hero it spends the first impression on shared ground.

    They say
    • Spiralyze“Predictive CRO agency for B2B SaaS”
    • ConversionAdvocates“Full Stack Growth Team”
    • ConversionWise“Post-Click Growth Partner For Online Brands”
    • Speero“Growth Experimentation agency & Consultancy”
  • Commodity · 75%Table stakesHero
    Senior/experienced experts do the work
    • “work directly with the founders”
    • “9+ years of experience”

    You say this 2 different ways.

    Common ground with Spiralyze, ConversionAdvocates and ConversionWise. Say it if buyers need it — lower on the page, where it is not the thing they read first.

    They say
    • Spiralyze“All implementation handled by a team of 170 A/B testing specialists”
    • ConversionAdvocates“Our team has scaled the fastest growing venture backed startups”
    • ConversionWise“combines 13 years of ecommerce expertise and data”
  • Commodity · 100%Table stakesSection
    Results fast, in weeks not months
    • “No 90-day discovery period - The strategy will be set before we even get rolling so we can start delivering outcomes right away”
    • “deliver revenue gains in weeks, not months”

    You say this 2 different ways.

    Spiralyze, ConversionAdvocates, ConversionWise and Speero make the same claim. It cannot set you apart, so it should not carry the section.

    They say
    • Spiralyze“More wins. Faster results.”
    • ConversionAdvocates“We seamlessly integrate with your team in 2-4 weeks”
    • ConversionWise“made creating a landing page easy, painless, and fast”
    • Speero“5x your speed to impact”
  • Commodity · 75%Table stakesSection
    Integrates with your existing data and tech stack
    • “pushing experiment results into your data warehouse and combining them with analytics, CRM, transaction details, and other downstream data”

    A buyer comparing tabs sees this on Spiralyze, ConversionAdvocates and Speero too (75% 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
    • Spiralyze“We work with your existing tech stack”
    • ConversionAdvocates“Eliminate silos and create a Hub of Insights that will drive measurable growth across your entire business”
    • Speero“Modern ways of working require modern tech stacks that enable decision making at scale. We build the technical foundations for growth”
  • Contested · 50%SharpenSection
    Rigorous test measurement and valid analysis
    • “we also look at what those conversions were worth, what happened downstream, what other metrics changed, and whether the effect held up over time”
    • “We typically look at four dimensions: Value, Downstream behavior, Guardrails, Time”
    • “We'll find out what's losing you conversions, run statistically valid A/B tests”

    You say this 3 different ways.

    Spiralyze and Speero 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. 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
    • Spiralyze“Rigorous 10-phase QA process includes machine and human testing”
    • Speero“It's not only AB tests, rather measurement plans prior to shipping...at scale”
  • Contested · 50%SharpenSection
    Strong ROI on optimization spend
    • “High-ROI conversion rate optimization”

    ConversionAdvocates and ConversionWise 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
    • ConversionAdvocates“We Drive ROI Positive Growth In 180-Days or less”
    • ConversionWise“ROI of 6”
  • Contested · 25%SharpenHero
    Optimizes for quality conversions and revenue per visitor
    • “Optimize for higher-quality conversions”

    Shared with ConversionWise. 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
    • ConversionWise“helping you generate more revenue and profit from every visitor”
  • Contested · 25%KeepSection
    Built for teams stuck or under-resourced in testing
    • “You have a team and a tool, but the program has hit a plateau”
    • “You don't have the people or the hours to run this properly”
    • “You know you should be AB testing but don't know where to start”
    • “You want to increase test velocity but don't have the systems in place to make it happen”
    • “Nobody is sure if they can really trust the results”
    • “You've tried running some tests but didn't see any real impact”

    You say this 6 different ways.

    ConversionAdvocates 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
    • ConversionAdvocates“As a CMO or growth leader you have constraints on resources and team size”
  • Contested · 25%SharpenSection
    Deeper research than generic ideas
    • “We combine quantitative analysis and qualitative research insights to investigate the entire customer journey”
    • “We're not just testing random ideas from blog articles and AI audits. To really move the needle we need to go a lot deeper”

    You say this 2 different ways.

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

    They say
    • ConversionAdvocates“We deliver insights from research, analytics, and experimentation across all of your channels”
  • Contested · 25%SharpenSection
    Sets up proper tracking and analytics
    • “We'll make sure everything we need to know is tracked properly and choose research methodologies to answer the important questions”

    Contested ground: Speero claim it as well. The version that wins names a mechanism, a number or a scope that theirs cannot match. 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
    • Speero“90% of the analytics setups we've seen are critically flawed”
  • Contested · 25%SharpenSection
    Works across organizational boundaries and roadblocks
    • “We need access to the data and the people who understand what happens before and after the website conversion”

    Section-level, and shared: ConversionAdvocates 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
    • ConversionAdvocates“Designed to overcome internal roadblocks, reduce wasted effort, and drive strategic growth — even when teams are constrained”
04

Claim-by-claim evidence

Every claim on your page (29)
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.

  • Full-service CRO/experimentation agency
    “We're a full-service conversion rate optimization agency”
    categoryHerosame claim 100%same territory 100%Anyone could say it
    Commodity
    Also on Spiralyze, ConversionAdvocates, ConversionWise, Speero
  • Delivers high ROI on optimization spend
    “High-ROI conversion rate optimization”
    outcomeSectionsame claim 50%same territory 50%Anyone could say it
    Contested
    Also on ConversionAdvocates, ConversionWise
  • Revenue gains in weeks, not months
    “deliver revenue gains in weeks, not months”
    outcomeSectionsame claim 50%same territory 100%Anyone could say it
    Contested
    Also on Spiralyze, Speero
  • Customer understanding drives conversion gainsgrouping uncertain
    “Understanding your customer is like a cheat code for improving conversion performance”
    qualityBodysame claim 50%same territory 75%Anyone could say it
    Contested
    Also on ConversionAdvocates, Speero
  • Low-pressure exploratory intro call
    “30–45 minutes, no pressure, just exploration”
    qualityBodysame claim 50%same territory 75%Anyone could say itnot a buying criterion
    Contested
    Also on ConversionAdvocates, ConversionWise
  • Can run the program or build your in-house capability
    “can run a high-ROI program for you or help you build the capability in-house”
    capabilityHerosame claim 25%same territory 100%Anyone could say it
    Contested
    Also on Speero
  • Years of experience in the field
    “9+ years of experience”
    proofHerosame claim 25%same territory 75%Anyone could say it
    Contested
    Also on ConversionWise
  • Combines quantitative and qualitative research
    “We combine quantitative analysis and qualitative research insights to investigate the entire customer journey”
    capabilitySectionsame claim 25%same territory 25%Anyone could say it
    Contested
    Also on ConversionAdvocates
  • For teams lacking people or hours
    “You don't have the people or the hours to run this properly”
    segmentSectionsame claim 25%same territory 25%Anyone could say itnot a buying criterion
    Contested
    Also on ConversionAdvocates
  • No long discovery; start delivering immediately
    “No 90-day discovery period - The strategy will be set before we even get rolling so we can start delivering outcomes right away”
    qualitySectionsame claim 25%same territory 100%Anyone could say it
    Contested
    Also on ConversionAdvocates
  • Testing aligned to business objectivesgrouping uncertain
    “Alignment with business objectives”
    qualitySectionsame claim 25%same territory 75%Anyone could say it
    Contested
    Also on ConversionAdvocates
  • Optimize for conversion quality, not just volume
    “Optimize for higher-quality conversions”
    outcomeHerosame claim 0%same territory 25%Copyable with effort
    Unique and owned
  • Senior founders do the work, no junior handoff
    “work directly with the founders”
    qualityHerosame claim 0%same territory 75%Copyable with effort
    Unique and owned
  • Evaluates tests across four defined dimensions
    “We typically look at four dimensions: Value, Downstream behavior, Guardrails, Time”
    capabilitySectionsame claim 0%same territory 50%Anyone could say itnot a buying criterion
    Unique for now
  • Finds leaks and runs statistically valid A/B tests
    “We'll find out what's losing you conversions, run statistically valid A/B tests”
    capabilitySectionsame claim 0%same territory 50%Anyone could say it
    Unique for now
  • For programs that have plateaued
    “You have a team and a tool, but the program has hit a plateau”
    segmentSectionsame claim 0%same territory 25%Anyone could say itnot a buying criterion
    Unique for now
  • For teams unsure where to start testing
    “You know you should be AB testing but don't know where to start”
    segmentSectionsame claim 0%same territory 25%Anyone could say itnot a buying criterion
    Unique for now
  • For teams wanting more test velocity
    “You want to increase test velocity but don't have the systems in place to make it happen”
    segmentSectionsame claim 0%same territory 25%Anyone could say itnot a buying criterion
    Unique for now
  • For teams who distrust their test results
    “Nobody is sure if they can really trust the results”
    segmentSectionsame claim 0%same territory 25%Anyone could say itnot a buying criterion
    Unique for now
  • For teams whose tests produced no impact
    “You've tried running some tests but didn't see any real impact”
    segmentSectionsame claim 0%same territory 25%Anyone could say itnot a buying criterion
    Unique for now
  • Measures downstream revenue impact of tests
    “we also look at what those conversions were worth, what happened downstream, what other metrics changed, and whether the effect held up over time”
    capabilitySectionsame claim 0%same territory 50%Copyable with effort
    Unique and owned
  • Pushes experiment data into your warehouse/CRM
    “pushing experiment results into your data warehouse and combining them with analytics, CRM, transaction details, and other downstream data”
    capabilitySectionsame claim 0%same territory 75%Copyable with effort
    Unique and owned
  • Requires access to your data and people
    “We need access to the data and the people who understand what happens before and after the website conversion”
    capabilitySectionsame claim 0%same territory 25%Anyone could say itnot a buying criterion
    Unique for now
  • Sets up proper tracking and research methods
    “We'll make sure everything we need to know is tracked properly and choose research methodologies to answer the important questions”
    qualitySectionsame claim 0%same territory 25%Anyone could say it
    Unique for now
  • We go deeper than generic blog/AI ideas
    “We're not just testing random ideas from blog articles and AI audits. To really move the needle we need to go a lot deeper”
    qualitySectionsame claim 0%same territory 25%Anyone could say itnot a buying criterion
    Unique for now
  • Building our own A/B test analysis software
    “we're building AB test analysis software”
    proofBodysame claim 0%same territory 50%Copyable with effortnot a buying criterion
    Unique and owned
  • Delayed analysis checks whether effects persist
    “we look beyond the immediate experiment window with a delayed analysis to understand whether an effect persists”
    capabilityBodysame claim 0%same territory 50%Copyable with effort
    Unique and owned
  • Guardrail metrics filter out false wins
    “guardrail metrics help us eliminate wins that aren't actually good for the business or its customers”
    capabilityBodysame claim 0%same territory 50%Copyable with effort
    Unique and owned
  • Optimization must cross org boundaries
    “customer experience doesn't respect organizational boundaries”
    qualityBodysame claim 0%same territory 25%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%45The 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%61Every 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%57Expected 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%16Same 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%67The 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%55Weighted lowest on purpose: buyers rarely decide on this. Worth knowing, rarely worth fixing first.

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

What we compared (5 pages read)
Your page
Koalatative CRO
koalatative.com
Competitor
Spiralyze
spiralyze.com
Competitor
ConversionAdvocates
conversionadvocates.com
Competitor
ConversionWise
conversionwise.com
Competitor
Speero
speero.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 “can run a high-ROI program for you or help you build the capability in-house”.

    Spiralyze, ConversionAdvocates, ConversionWise and Speero 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 “work directly with the founders”.

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

  3. 3
    Table stakesYour hero copy says “9+ years of experience”.

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

  4. 4
    Table stakesYour section copy says “No 90-day discovery period - The strategy will be set before we even get rolling so we can start delivering o…”.

    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 “deliver revenue gains in weeks, not months”.

    True of you and true of them: Spiralyze, ConversionAdvocates, ConversionWise and Speero 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 “pushing experiment results into your data warehouse and combining them with analytics, CRM, transaction detai…”.

    In the section: Spiralyze, ConversionAdvocates and Speero 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.

  7. 7
    Table stakesYour body copy says “30–45 minutes, no pressure, just exploration”.

    In the body: True of you and true of them: Spiralyze, ConversionAdvocates and ConversionWise say it too (75% of the set). That is why it decides nothing, and why the body is the wrong place to spend it.

  8. 8
    Surface“we look beyond the immediate experiment window with a delayed analysis to understand whether an effect persis…” 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.

  9. 9
    Surface“guardrail metrics help us eliminate wins that aren't actually good for the business or its customers” is yours alone, and buyers weigh it.

    A claim that is yours alone, filed in body copy. Try it where it will be read before the shared claims are, and let buyers tell you if it moves them.

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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