# Mbodi AI Landing Page Growth Score

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-p25/mbodi-ai
Source observed: 2026-10-17T09:43:05.082Z
Last checked: 2026-10-20T07:24:45.01+00:00
Indexed: 2026-10-17T13:48:57.681+00:00

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# Mbodi AI Landing Page Growth Score

We evaluate Mbodi AI’s landing page in the **YC P25** growth-score workspace. Mbodi AI is linked to [https://www.mbodi.ai/](https://www.mbodi.ai/). The report’s overall growth score is **67**, updated **September 22, 2026**. The weakest category is **Trust**, scored **38**.

## Overall ranking and category scores

Mbodi AI ranks first among the listed companies with a growth score of 67:

1. **Mbodi AI — 67**
2. [Micropsi Industries — 64](https://www.lazyweb.com/growth-score/site/micropsi-industries.com)
3. [Physical Intelligence — 56](https://www.lazyweb.com/growth-score/site/physicalintelligence.company)
4. [Skild AI — 50](https://www.lazyweb.com/growth-score/site/skild.ai)

| Category | Score | Assessment |
| --- | ---: | --- |
| Trust | 38 | Poor |
| CTA | 68 | Fair |
| Value props | 68 | Fair |
| Mobile web | 80 | Strong |
| Information hierarchy | 83 | Strong |

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

## Trust — 38, Poor

Trust measures proof that the product is real, competent, and safe to try.

![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)

The trust comparison records these reads:

| Company | Trust read |
| --- | --- |
| Mbodi AI | No visible trust signal identified. |
| Physical Intelligence | Dated research timeline, such as “π0.7: a Steerable Model with Emergent Capabilities — April 16, 2026”. |
| Skild AI | No visible trust signal identified. |
| Micropsi Industries | No visible trust signal identified. |

Trust ranking in this comparison:

1. Physical Intelligence — 52
2. Micropsi Industries — 52
3. Mbodi AI — 38
4. Skild AI — 34

The **Proof section builder** helps choose proof signals and provides copy and placement for a stronger trust section: [Build proof section](https://www.lazyweb.com/backlog?site=mbodi.ai#opt-trust-signals).

## CTA — 68, Fair

This category evaluates the primary CTA’s copy, size, verb, and cost-feel. The displayed primary CTA is **“See How It Works”**.

![Mbodi AI CTA analysis](https://zlfyzdmohcskkucuunmk.supabase.co/storage/v1/object/public/sites/growth-score/site/mbodi.ai.jpg?v=2026-09-22T18%3A27%3A39.369%2B00%3A00)

Identified CTA problems:

- It is a passive tour rather than a conversion step.
- It uses four words, exceeding single-fixation length.
- It competes with the navigation item **“Get In Touch”**.
- Its label names no payoff.

CTA ranking:

1. Mbodi AI — 68
2. Micropsi Industries — 68
3. Physical Intelligence — 44
4. Skild AI — 42

The **CTA rewrite studio** generates primary and secondary CTA options grounded in Mbodi AI’s offer and visitor objections: [Rewrite this CTA](https://www.lazyweb.com/backlog?site=mbodi.ai#opt-cta-writing).

## Value props — 68, Fair

Mbodi AI’s landing-page headline is **“Robots that learn and operate like humans”**. Its supporting copy is: **“Teach robots new skills through natural conversation and demonstration. No programming or downtime.”**

### Working

- The subhead names the mechanism: conversation plus demonstration.
- The copy addresses two objections: programming and downtime.
- The headline states the category in plain language.

### Could improve

- There are no numbers or proof points in the fold.
- The hero mesh decorates rather than demonstrates.
- No named task, robot type, or industry appears.

Value-proposition ranking:

1. Mbodi AI — 68
2. Physical Intelligence — 64
3. Skild AI — 58
4. Micropsi Industries — 58

## Mobile web — 80, Strong

This category covers the phone experience.

![Mobile web annotations on the mobile capture](https://zlfyzdmohcskkucuunmk.supabase.co/storage/v1/object/public/sites/growth-score/site/mbodi.ai-mobile.jpg?v=2026-09-22T18%3A27%3A39.369%2B00%3A00)

1. **Oversized hero headline:** It wraps into four tall lines and occupies half the viewport before the value statement is readable.
2. **“See How It Works” button:** It occupies partial width rather than the near-full-bleed size expected for mobile thumb use.

## Information hierarchy — 83, Strong

This category evaluates whether the design helps or inhibits the page’s intended message.

![Information hierarchy annotations on the desktop capture](https://zlfyzdmohcskkucuunmk.supabase.co/storage/v1/object/public/sites/growth-score/site/mbodi.ai.jpg?v=2026-09-22T18%3A27%3A39.369%2B00%3A00)

1. **“Get In Touch” button:** It has the same pink-pill weight as the primary CTA, creating two competing actions in the fold.
2. **Neural mesh background:** It is so faint that it does not communicate robotics or AI, leaving the brand world nearly blank.

## Competitors

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

1. **Mbodi AI — 67**
2. [Micropsi Industries — micropsi-industries.com — 64](https://www.lazyweb.com/growth-score/site/micropsi-industries.com)
3. [Physical Intelligence — physicalintelligence.company — 56](https://www.lazyweb.com/growth-score/site/physicalintelligence.company)
4. [Skild AI — skild.ai — 50](https://www.lazyweb.com/growth-score/site/skild.ai)
5. [Covariant — covariant.ai — failed](https://www.lazyweb.com/growth-score/site/covariant.ai)

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