# Your page scores 49 out of 100 for sameness against the 3 competitors you named.

Parts of your page are genuinely your own — but what you say you do and who it's for is where you and Zapier start to sound the same.

- **Your page:** https://n8n.io/
- **Compared against:** Sim (sim.ai), Gumloop (gumloop.com), Zapier (zapier.com)
- **Sameness Index:** 49 — Half shared
- **Ownable share:** 15% (of 72% distinctive)
- **Report:** https://grader.wynter.com/c/n8n-io-R_frsxY

**How you compare · vs 7 No-code automation category leaders** — 6 points less same than the average No-code automation category leader. The average No-code automation category leader scores 55; you scored 49. You are less same than 5 of the 7 No-code automation category leaders. The best-differentiated site in the set is at 46.
_A single check can move several points between runs; the benchmark averages up to eight sites per category._

> With 3 competitors, commonness can only take 4 distinct values. The figures are honest at that resolution and no finer.

## 1. Sameness Index

| Category | Weight | Score | What it means |
| --- | --- | --- | --- |
| Messaging | 30% | 67 | The most expensive kind of sameness. A buyer cannot tell what job you do that the others do not. |
| Claims | 30% | 33 | 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 | 15% | 52 | Expected in a mature category, and the least alarming of the six. Feature parity is normal; leading with it is the mistake. |
| Proof | 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 | 10% | not measured | Not enough on either page to compare. |
| Visual | 5% | 42 | Weighted lowest on purpose: buyers rarely decide on this. Worth knowing, rarely worth fixing first. |

**Half shared** — About half your claims are also on competitor pages.

## 2. Closest competitors

| Competitor | Echoes your claims |
| --- | --- |
| Zapier | 63% |
| Gumloop | 50% |
| Sim | 33% |

_Measured from your side: the share of what YOU say that each competitor also says, weighted by where you put it. This is not a Sameness Index — a competitor can echo most of your page and still score low on its own index by saying a great deal you do not._

## 3. Ownable share

**The share of your own page's claim space that is yours to keep.** This is not the inverse of the Sameness Index — it is measured on your claims alone, so the two do not add up to 100 and are not meant to.

15% of your page is unique, relevant and defensible. That is real, and it is a minority of what you say.

- **Distinctive message share:** 72% — prominent space spent on claims no competitor makes.
- **Ownable share:** 15% — the part of that which is also relevant to how buyers choose and hard to copy.

## 4. Where you sound like everyone else

Most of your set makes each of these and you are spending prominent space on them, ranked by how much. **These are not necessarily lines to delete** — some of what a page has to say is unavoidably shared, and claims about what kind of product you are were left out of this list for exactly that reason. The question each one raises is whether it has earned its space.

- **serves a specific audience, technical or not** (Hero, 67% of the set) — also on Gumloop, Zapier
  - _"AI agents and workflows for technical teams"_
  - Said your way: nobody else makes this exact claim, but everyone occupies the territory.
- **testing, evaluation and observability of agents** (Section, 100% of the set) — also on Sim, Gumloop, Zapier
  - _"Audit logs and log streaming to your SIEM, workflow history, real-time alerts, usage dashboards"_
- **quantified customer results** (Section, 100% of the set) — also on Sim, Gumloop, Zapier
  - _"How Huel built an AI first company culture and saved 1,000 hours of manual work"_
- **testing, evaluation and observability of agents** (Section, 100% of the set) — also on Sim, Gumloop, Zapier
  - _"Human-in-the-loop, guardrails, evaluations"_
  - Said your way: nobody else makes this exact claim, but everyone occupies the territory.
- **flexible building, visual or code** (Section, 67% of the set) — also on Sim, Zapier
  - _"Other tools limit you to either a visual building experience, or code. With n8n, you get the best of both worlds."_
- **community traction and third-party recognition** (Section, 67% of the set) — also on Sim, Gumloop
  - _"200k+ community members"_
- **community traction and third-party recognition** (Section, 67% of the set) — also on Sim, Gumloop
  - _"4.7/5 stars on G2"_
  - Said your way: nobody else makes this exact claim, but everyone occupies the territory.
- **community traction and third-party recognition** (Section, 67% of the set) — also on Sim, Gumloop
  - _"Top 50 Github. 205.8k stars."_
  - Said your way: nobody else makes this exact claim, but everyone occupies the territory.

## 5. Buried gold

Unique, relevant, and sitting in body copy. The cheapest wins here — you already have the differentiation and the page hides it.

- **Test and evaluate AI workflows natively** (Body, 0% of the set)
  - _"Test AI workflows with real data to improve accuracy and catch errors before your customers do"_
- **Open source, source code available** (Body, 0% of the set)
  - _"Access the entire source code on Github"_

## 6. Claim inventory

| Claim | Type | Placement | Common | Sayability | Relevant | Ownership |
| --- | --- | --- | --- | --- | --- | --- |
| Built for technical teams / engineers | segment | Hero | 0% | anyone | yes | Unique for now |
| Example automations across IT, security, dev, sales | capability | Hero | 0% | anyone | no | Unique for now |
| Audit logs, run traces and observability | capability | Section | 100% | anyone | yes | Commodity |
| Customers saved thousands of hours / large sums | proof | Section | 67% | anyone | yes | Commodity |
| Human-in-the-loop guardrails and evaluations | capability | Section | 0% | anyone | yes | Unique for now |
| Build visually or with code, both | quality | Section | 33% | anyone | yes | Contested |
| Large community or user base | proof | Section | 33% | anyone | no | Contested |
| High third-party review rating | proof | Section | 0% | anyone | no | Unique for now |
| Popular open-source project by stars | proof | Section | 0% | structural | no | Unique and owned |
| On-prem deployment with enterprise auth controls | capability | Section | 0% | some | yes | Unique and owned |
| Users feel unconstrained and fast | proof | Section | 0% | anyone | no | Unique for now |
| Fast iteration and debugging feedback loops | quality | Section | 0% | anyone | yes | Unique for now |
| Git-based version control and environments | capability | Section | 0% | some | yes | Unique and owned |
| Test and evaluate AI workflows natively | capability | Body | 0% | anyone | yes | Unique for now |
| Self-host in your own infrastructure | capability | Body | 33% | some | yes | Contested |
| Open source, source code available | capability | Body | 0% | some | yes | Unique and owned |

## What we compared

- **n8n.io** (your page) — https://n8n.io/
- **Sim** — https://www.sim.ai/
- **Gumloop** — https://www.gumloop.com/
- **Zapier** — https://zapier.com/

## What this does and does not tell you

An AI read each page and wrote down the claims it makes, then grouped the claims that say the same thing. **No score in this report was written by a model** — every number is computed from those groupings in our own code, with the weights shown above.

## 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](https://wynter.com)