# Normal Landing Page Growth Score | YC S25

Lazyweb publishes a public search API over its indexed pages; the guide is at https://www.lazyweb.com/agent-access.

Source: https://www.lazyweb.com/yc-s25/normal
Source observed: 2026-10-08T01:57:52.403Z
Last checked: 2026-10-20T07:07:31.102+00:00
Indexed: 2026-10-08T04:32:44.381+00:00

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# Normal Landing Page Growth Score | YC S25

We provide a growth-score report for [Normal](https://www.normalfactory.com/), an applied research lab for hardware design. The report evaluates Normal's landing page and compares it with Generalist AI, World Labs, Physical Intelligence, and Skild AI.

## Overall result

Normal's **Growth Score is 53/100**, updated **September 22, 2026**. Its weakest category is **Trust**, scored at **38**.

| Category | Score | Rating or status |
| --- | ---: | --- |
| Trust | 38 | Poor |
| CTA | 44 | Poor |
| Mobile web | 58 | Fair |
| Information hierarchy | 62 | Fair |
| Value props | 62 | Fair |

[Fix Trust](https://www.lazyweb.com/plans/checkout?plan=individual&source=growth_score_feature_build_fixes)

## How Normal ranks

1. [Generalist AI — 67](https://www.lazyweb.com/growth-score/site/generalistai.com)
2. [World Labs — 58](https://www.lazyweb.com/growth-score/site/worldlabs.ai)
3. [Physical Intelligence — 56](https://www.lazyweb.com/growth-score/site/physicalintelligence.company)
4. Normal — 53
5. [Skild AI — 50](https://www.lazyweb.com/growth-score/site/skild.ai)

## Score over time

- **September 22, 2026:** 53; overall −6, mobile web +16, information hierarchy −14. This is the live report.
- [**May 18, 2026:** 59; overall −1, mobile web −6, information hierarchy +2. View report.](https://www.lazyweb.com/growth-score/history/2026-05-18)
- [**May 11, 2026:** 60; first tracked report, strongest Value props 76 and weakest Trust 42. View report.](https://www.lazyweb.com/growth-score/history/2026-05-11)

## Trust — 38, Poor

Trust measures proof that a product is real, competent, and safe to try. The report identifies these visible trust signals in the comparison set:

| Company | Trust read |
| --- | --- |
| Normal | No visible trust signal identified. |
| Physical Intelligence | Dated research timeline, including “π0.7: a Steerable Model with Emergent Capabilities — April 16, 2026”. |
| Skild AI | No visible trust signal identified. |
| World Labs | “CLICK TO EXPLORE” interactive world demo in the mobile hero. |
| Generalist AI | “All videos 1x speed, fully autonomous” caption over real robot demo footage. |

Trust ranking:

1. Generalist AI — 62
2. Physical Intelligence — 52
3. World Labs — 44
4. Normal — 38
5. Skild AI — 34

![Generalist AI trust comparison](https://zlfyzdmohcskkucuunmk.supabase.co/storage/v1/object/public/sites/growth-score/site/generalistai.com.jpg?v=2026-09-20T07%3A14%3A43.981%2B00%3A00)

![Physical Intelligence trust comparison](https://zlfyzdmohcskkucuunmk.supabase.co/storage/v1/object/public/sites/growth-score/site/physicalintelligence.company.jpg?v=2026-07-24T13%3A21%3A34.316%2B00%3A00)

![World Labs trust comparison](https://zlfyzdmohcskkucuunmk.supabase.co/storage/v1/object/public/sites/growth-score/site/worldlabs.ai-mobile.jpg?v=2026-09-21T00%3A47%3A00.218%2B00%3A00)

**Proof section builder — PRO.** [Build proof section](https://www.lazyweb.com/backlog?site=normalfactory.com#opt-trust-signals) to choose proof signals and receive copy and placement for a stronger trust section.

## CTA — 44, Poor

This category evaluates CTA copy, size, verb, and perceived cost. The report shows Normal's CTA text as:

> I want to help bring the future faster

The listed CTA problems are:

- No button or in-product action.
- The CTA is a tiny footer text link.
- It has no action verb and contains 7 words.
- It targets hiring, not buyers.

CTA ranking:

1. World Labs — 62
2. Generalist AI — 58
3. Normal — 44
4. Physical Intelligence — 44
5. Skild AI — 42

![Normal CTA comparison](https://zlfyzdmohcskkucuunmk.supabase.co/storage/v1/object/public/sites/growth-score/site/normalfactory.com.jpg?v=2026-09-22T15%3A44%3A35.413%2B00%3A00)

**CTA rewrite studio — PRO.** [Rewrite this CTA](https://www.lazyweb.com/backlog?site=normalfactory.com#opt-cta-writing) to generate primary and secondary CTA options grounded in Normal's offer and visitor objections.

## Mobile web — 58, Fair

The mobile assessment focuses on treating the phone experience as a first-class experience.

![Mobile web annotations on the mobile capture](https://zlfyzdmohcskkucuunmk.supabase.co/storage/v1/object/public/sites/growth-score/site/normalfactory.com-mobile.jpg?v=2026-09-22T15%3A44%3A35.413%2B00%3A00)

1. **Bottom text-link CTA:** The only CTA is a small text link buried at the page bottom rather than a thumb-sized button.
2. **Uncollapsed nav row:** The full desktop link row — Home / Research / Leaderboard — remains instead of becoming a hamburger, crowding the narrow header.
3. **Dashed wordmark graphic:** A tall decorative wordmark occupies the middle-page scroll and pushes the sole CTA far below the fold.

**Mobile fix plan — PRO.** [View mobile fixes](https://www.lazyweb.com/backlog?site=normalfactory.com#opt-mobile-web) to turn these findings into a prioritized implementation checklist.

## Information hierarchy — 62, Fair

![Information hierarchy annotations on the desktop capture](https://zlfyzdmohcskkucuunmk.supabase.co/storage/v1/object/public/sites/growth-score/site/normalfactory.com.jpg?v=2026-09-22T15%3A44%3A35.413%2B00%3A00)

1. **Footer CTA strip:** Both conversion paths are plain, equal-weight text pinned to the bottom edge and are invisible to a one-second scan.
2. **Research engineer link:** A second CTA at identical weight next to the hiring tag splits the single action into two ambiguous choices.
3. **Underlined robots link:** The only interactive-looking element in the hero is a word link that exits the value proposition mid-sentence.

**Layout priority plan — PRO.** [View layout plan](https://www.lazyweb.com/backlog?site=normalfactory.com#opt-information-hierarchy) to turn these callouts into a sequenced keep, move, merge, or remove plan.

## Value props — 62, Fair

The report evaluates whether the title, subtitle, and hero sell the product's true value. Normal's displayed messaging is:

> **Normal is an applied research lab for hardware design.**  
> We advance frontier AI capabilities for those building robots with data and evals.

### What is working

- Plain identity statement with zero buzzwords.
- Rotating noun signals hardware verticals.
- Names the audience: hardware builders.

### What could improve

- No outcome or benefit for the buyer.
- Zero numbers or proof in the fold.
- Hero art decorates but shows no product.

Value-proposition ranking:

1. Generalist AI — 72
2. Physical Intelligence — 64
3. Normal — 62
4. Skild AI — 58
5. World Labs — 58

## Competitors

The report infers competitors from product, audience, and value proposition:

1. [Generalist AI — generalistai.com — 67](https://www.lazyweb.com/growth-score/site/generalistai.com)
2. [World Labs — worldlabs.ai — 58](https://www.lazyweb.com/growth-score/site/worldlabs.ai)
3. [Physical Intelligence — physicalintelligence.company — 56](https://www.lazyweb.com/growth-score/site/physicalintelligence.company)
4. Normal — 53
5. [Skild AI — skild.ai — 50](https://www.lazyweb.com/growth-score/site/skild.ai)

---

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