Your verdict
Your page is mostly the same.
Most of what your page says, Semrush says too. You're less same than 1 of the 7 Marketing analytics sites scored (category avg 57).
Each named site is scored the same way, against the other 2 in this set, so its tick means the same as your marker. The dashed line is the frozen benchmark average.
More same than average
The average Marketing analytics category leader scores 57; you scored 65.
You are 8 points more same than the average Marketing analytics category leader.
Closest overlap: Semrush
Of the 2 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.
25% is ownable, and every claim you own already leads.
Three changes worth testing first.
Chosen by rule from the comparison with Profound and Semrush: 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.
- “A decade of AEO + SEO intelligence”
Profound and Semrush 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. - “covering the full AEO lifecycle from AI visibility tracking, to content creation, to real time site health”
Keep the fact, lose the position: profound and Semrush all say it too, and your section 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 · 6
- Long track record of search intelligence
“A decade of AEO + SEO intelligence”
- 125% increase in search traffic
“+125% search engine traffic”
- 185% increase in AI mentions
“+185% increase in AI mentions”
- 91% AI Overview market share result
“+91% AIO market share”
- Customers doubled AI search citations
“+2x increase in AI search citations”
- Top rating from analyst firm Forrester
“Conductor is a state-of-the-art enterprise platform with the highest rating from Forrester”
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 stakesHerolong track record and named customers as proof
- “A decade of AEO + SEO intelligence”
- “Trusted by Top Brands”
You say this 2 different ways.
Profound and Semrush all cover this territory. Buyers may need to hear it, but in your hero it spends the first impression on shared ground.
They say- Profound“Used by the best marketers in the world”
- Semrush“Trusted by brands like Shopify, Decathlon, Booking.com, P&G, Samsung, FedEx, Amazon, General Electric, Airbnb, Netflix, TikTok, Dropbox”
- Commodity · 100%KeepHeroone platform covering SEO and AI search end to end
- “All in one unified platform”
- “covering the full AEO lifecycle from AI visibility tracking, to content creation, to real time site health”
You say this 2 different ways.
Profound and Semrush all 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- Profound“Profound is the full stack marketing platform for the marketer of the future”
- Semrush“The unified SEO and AI search solution”
- Commodity · 100%Table stakesSectionautomates content and marketing work
- “Generate, optimize, and scale content that performs in search and LLMs”
Common ground with Profound and Semrush. Say it if buyers need it — lower on the page, where it is not the thing they read first.
They say- Profound“Profound provides proven templates to generate content”
- Semrush“Find top-ranking topic ideas to keep you ahead of the pack — and AI tools to score and optimize in real-time”
- Commodity · 100%Table stakesSectionconnects AI presence to revenue outcomes
- “connect that presence directly to traffic, conversions, and revenue”
- “Real-time alerts and prioritized fixes so visibility issues never become revenue problems”
You say this 2 different ways.
Profound and Semrush make the same claim. It cannot set you apart, so it should not carry the section.
They say- Profound“Drive human and bot traffic”
- Semrush“Win more customers across markets and domains.”
- Commodity · 100%Table stakesSectionproprietary AI and data power the product
- “Just answers and workflows, grounded in your real search data”
- “Powered by purpose-built AI”
You say this 2 different ways.
A buyer comparing tabs sees this on Profound and Semrush. Yours earns nothing by repeating it up top; it can live lower down.
They say- Profound“The most sophisticated technology for understanding and improving how AI talks about your brand”
- Semrush“Powered by trusted SEO and competitive data”
- Commodity · 100%Table stakesSectiontracks brand visibility across AI assistants
- “24/7 always-on monitoring tracks how AI bots crawl your site”
- “Track your brand's visibility across ChatGPT, Gemini, Copilot, Claude, and traditional search”
You say this 2 different ways.
Profound and Semrush 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- Profound“See how AI represents your brand in every conversation”
- Semrush“Track prompt-level visibility and analyze AI market share against your competition.”
- Contested · 50%KeepHeroleading platform in the category
- “1 for Enterprise AEO”
- “Conductor is a state-of-the-art enterprise platform with the highest rating from Forrester”
You say this 2 different ways.
Every page has to name its category and audience, and Semrush do too. Keep the line; just do not expect it to do any differentiating.
They say- Semrush“The leading platform that unifies SEO authority and AI visibility.”
- Contested · 50%SharpenHeroworks inside LLM apps, agents and dev tools
- “from native LLM apps and developer tools to turnkey agents”
Semrush is 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- Semrush“Connect Semrush MCP to AI”
- Contested · 50%KeepSectionbuilt for enterprise teams and collaboration
- “Built for enterprise teams”
- “designed for seamless collaboration”
You say this 2 different ways.
Orientation, not an edge: this tells a buyer what kind of thing they are looking at, and Semrush tell theirs the same. Necessary, and not a reason to choose you.
They say- Semrush“Semrush for Enterprise means brand visibility dominance.”
- Contested · 50%SharpenSectionfree instant report to get started
- “How visible is your brand in AI search?”
Shared with Profound. Sharpen it to the thing only you do here, or it reads as a claim any of you could make.
They say- Profound“Get your free AEO Report today”
- Contested · 50%SharpenSectionquantified customer results
- “+125% search engine traffic”
- “+185% increase in AI mentions”
- “+91% AIO market share”
- “+2x increase in AI search citations”
You say this 4 different ways.
Shared with Semrush. 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- Semrush“+373% Increase in share of voice”
- Contested · 50%SharpenSectionsaves time on manual work
- “Run full AEO workflows from insight to execution in minutes”
Contested ground: Semrush 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- Semrush“Semrush for Enterprise has been a game-changer for our marketing teams, cutting down on manual tasks”
Claim-by-claim evidence
Every claim on your page (24)
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.
Generates and optimizes content at scale “Generate, optimize, and scale content that performs in search and LLMs” | capability | Section | 100% | 100% | Anyone could say it | Yes | Commodity |
Tracks brand visibility across major AI assistants “Track your brand's visibility across ChatGPT, Gemini, Copilot, Claude, and traditional search” | capability | Section | 100% | 100% | Anyone could say it | Yes | Commodity |
Trusted by leading brands and marketers “Trusted by Top Brands” | proof | Section | 100% | 100% | Anyone could say it | Yes | Commodity |
Intelligence delivered inside LLM apps, agents and dev tools “from native LLM apps and developer tools to turnkey agents” | capability | Hero | 50% | 50% | Copyable with effort | Yes | Contested |
Leading/#1 platform in the category “1 for Enterprise AEO” | category | Hero | 50% | 50% | Anyone could say it | Yes | Contested |
Unified platform spanning SEO and AI search “All in one unified platform” | category | Hero | 50% | 100% | Copyable with effort | Yes | Contested |
Built for enterprise teams and complexity “Built for enterprise teams” | segment | Section | 50% | 50% | Anyone could say it | Yes | Contested |
Covers the full AEO lifecycle end to end “covering the full AEO lifecycle from AI visibility tracking, to content creation, to real time site health” | capability | Section | 50% | 100% | Copyable with effort | Yes | Contested |
Customers win using the platformgrouping uncertain “Enterprises winning with Conductor” | outcome | Section | 50% | 100% | Anyone could say it | No | Contested |
Free instant AI visibility report “How visible is your brand in AI search?” | capability | Section | 50% | 50% | Anyone could say it | No | Contested |
Links AI presence to traffic, conversions, revenue “connect that presence directly to traffic, conversions, and revenue” | outcome | Section | 50% | 100% | Copyable with effort | Yes | Contested |
Monitors how AI bots crawl your site “24/7 always-on monitoring tracks how AI bots crawl your site” | capability | Section | 50% | 100% | Copyable with effort | Yes | Contested |
Outputs grounded in real search data “Just answers and workflows, grounded in your real search data” | quality | Section | 50% | 100% | Copyable with effort | Yes | Contested |
Purpose-built proprietary AI powers the product “Powered by purpose-built AI” | quality | Section | 50% | 100% | Anyone could say it | No | Contested |
Long track record of search intelligence “A decade of AEO + SEO intelligence” | proof | Hero | 0% | 100% | Copyable with effort | Yes | Unique and owned |
125% increase in search traffic “+125% search engine traffic” | proof | Section | 0% | 50% | Copyable with effort | Yes | Unique and owned |
185% increase in AI mentions “+185% increase in AI mentions” | proof | Section | 0% | 50% | Copyable with effort | Yes | Unique and owned |
91% AI Overview market share result “+91% AIO market share” | proof | Section | 0% | 50% | Copyable with effort | Yes | Unique and owned |
Alerts and prioritized fixes prevent revenue loss “Real-time alerts and prioritized fixes so visibility issues never become revenue problems” | outcome | Section | 0% | 100% | Anyone could say it | Yes | Unique for now |
Complete workflows executed in minutes “Run full AEO workflows from insight to execution in minutes” | outcome | Section | 0% | 50% | Anyone could say it | Yes | Unique for now |
Customers doubled AI search citations “+2x increase in AI search citations” | proof | Section | 0% | 50% | Copyable with effort | Yes | Unique and owned |
Designed for team collaboration “designed for seamless collaboration” | quality | Section | 0% | 50% | Anyone could say it | No | Unique for now |
No prompt engineering or technical setup needed “No prompt engineering. No technical setup.” | quality | Section | 0% | 0% | Anyone could say it | Yes | Unique for now |
Top rating from analyst firm Forrester “Conductor is a state-of-the-art enterprise platform with the highest rating from Forrester” | proof | Section | 0% | 50% | Copyable with effort | Yes | Unique and owned |
- Generates and optimizes content at scale“Generate, optimize, and scale content that performs in search and LLMs”capabilitySectionsame claim 100%same territory 100%Anyone could say itCommodityAlso on Profound, Semrush
- Tracks brand visibility across major AI assistants“Track your brand's visibility across ChatGPT, Gemini, Copilot, Claude, and traditional search”capabilitySectionsame claim 100%same territory 100%Anyone could say itCommodityAlso on Profound, Semrush
- Trusted by leading brands and marketers“Trusted by Top Brands”proofSectionsame claim 100%same territory 100%Anyone could say itCommodityAlso on Profound, Semrush
- Intelligence delivered inside LLM apps, agents and dev tools“from native LLM apps and developer tools to turnkey agents”capabilityHerosame claim 50%same territory 50%Copyable with effortContestedAlso on Semrush
- Leading/#1 platform in the category“1 for Enterprise AEO”categoryHerosame claim 50%same territory 50%Anyone could say itContestedAlso on Semrush
- Unified platform spanning SEO and AI search“All in one unified platform”categoryHerosame claim 50%same territory 100%Copyable with effortContestedAlso on Semrush
- Built for enterprise teams and complexity“Built for enterprise teams”segmentSectionsame claim 50%same territory 50%Anyone could say itContestedAlso on Semrush
- Covers the full AEO lifecycle end to end“covering the full AEO lifecycle from AI visibility tracking, to content creation, to real time site health”capabilitySectionsame claim 50%same territory 100%Copyable with effortContestedAlso on Profound
- Customers win using the platformgrouping uncertain“Enterprises winning with Conductor”outcomeSectionsame claim 50%same territory 100%Anyone could say itnot a buying criterionContestedAlso on Profound
- Free instant AI visibility report“How visible is your brand in AI search?”capabilitySectionsame claim 50%same territory 50%Anyone could say itnot a buying criterionContestedAlso on Profound
- Links AI presence to traffic, conversions, revenue“connect that presence directly to traffic, conversions, and revenue”outcomeSectionsame claim 50%same territory 100%Copyable with effortContestedAlso on Profound
- Monitors how AI bots crawl your site“24/7 always-on monitoring tracks how AI bots crawl your site”capabilitySectionsame claim 50%same territory 100%Copyable with effortContestedAlso on Profound
- Outputs grounded in real search data“Just answers and workflows, grounded in your real search data”qualitySectionsame claim 50%same territory 100%Copyable with effortContestedAlso on Semrush
- Purpose-built proprietary AI powers the product“Powered by purpose-built AI”qualitySectionsame claim 50%same territory 100%Anyone could say itnot a buying criterionContestedAlso on Profound
- Long track record of search intelligence“A decade of AEO + SEO intelligence”proofHerosame claim 0%same territory 100%Copyable with effortUnique and owned
- 125% increase in search traffic“+125% search engine traffic”proofSectionsame claim 0%same territory 50%Copyable with effortUnique and owned
- 185% increase in AI mentions“+185% increase in AI mentions”proofSectionsame claim 0%same territory 50%Copyable with effortUnique and owned
- 91% AI Overview market share result“+91% AIO market share”proofSectionsame claim 0%same territory 50%Copyable with effortUnique and owned
- Alerts and prioritized fixes prevent revenue loss“Real-time alerts and prioritized fixes so visibility issues never become revenue problems”outcomeSectionsame claim 0%same territory 100%Anyone could say itUnique for now
- Complete workflows executed in minutes“Run full AEO workflows from insight to execution in minutes”outcomeSectionsame claim 0%same territory 50%Anyone could say itUnique for now
- Customers doubled AI search citations“+2x increase in AI search citations”proofSectionsame claim 0%same territory 50%Copyable with effortUnique and owned
- Designed for team collaboration“designed for seamless collaboration”qualitySectionsame claim 0%same territory 50%Anyone could say itnot a buying criterionUnique for now
- No prompt engineering or technical setup needed“No prompt engineering. No technical setup.”qualitySectionsame claim 0%same territory 0%Anyone could say itUnique for now
- Top rating from analyst firm Forrester“Conductor is a state-of-the-art enterprise platform with the highest rating from Forrester”proofSectionsame claim 0%same territory 50%Copyable with effortUnique and owned
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% | 78 | 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% | 63 | 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% | 80 | 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% | 19 | 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% | 65 | 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% | 58 | 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 (3 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 “A decade of AEO + SEO intelligence”.
Profound and Semrush 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 section copy says “covering the full AEO lifecycle from AI visibility tracking, to content creation, to real time site health”.
Keep the fact, lose the position: profound and Semrush all say it too, and your section is spending its first impression on the same territory as theirs.
- 3Table stakesYour section copy says “Generate, optimize, and scale content that performs in search and LLMs”.
This is the set's common ground — Profound and Semrush 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 “connect that presence directly to traffic, conversions, and revenue”.
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 “24/7 always-on monitoring tracks how AI bots crawl your site”.
True of you and true of them: Profound and Semrush 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 “Just answers and workflows, grounded in your real search data”.
In the section: Profound and Semrush all say it too. Buyers may still need it, but shared ground cannot carry your section — move it lower and give that space to something only you can say.
- 7Table stakesYour section copy says “Track your brand's visibility across ChatGPT, Gemini, Copilot, Claude, and traditional search”.
In the section: Profound and Semrush all say it too. Buyers may still need it, but shared ground cannot carry your section — move it lower and give that space to something only you can say.
- 8Table stakesYour section copy says “Trusted by Top Brands”.
In the section: Profound and Semrush all say it too. Buyers may still need it, but shared ground cannot carry your section — move it lower and give that space to something only you can say.
The only way to know if it matters.
This report can tell you where your messaging overlaps. It cannot tell you whether a buyer would care, or which of your reasons to buy actually land. Put the page in front of real B2B buyers in your target market and ask them.







