# Overshoot Landing Page Growth Score | YC W26 | Lazyweb

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-w26/overshoot
Source observed: 2026-10-20T06:59:52.977Z
Last checked: 2026-10-20T06:59:52.977+00:00
Indexed: 2026-10-20T08:48:54.53+00:00

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# Overshoot Landing Page Growth Score

We provide a YC W26 landing-page report for [Overshoot](https://overshoot.ai/). It evaluates the page across value props, trust, CTA, information hierarchy, and mobile web, and compares Overshoot with Moondream, Landing AI, and Roboflow.

## Overall result

- **Growth score:** 67 of 100
- **Updated:** September 22, 2026
- **Weakest category:** Value props
- **Category scores:** Value props 52, Trust 58, CTA 72, Information hierarchy 76, Mobile web 78

### How Overshoot ranks

1. [Moondream — 78](https://www.lazyweb.com/growth-score/site/moondream.ai)
2. [Landing AI — 72](https://www.lazyweb.com/growth-score/site/landing.ai)
3. [Roboflow — 71](https://www.lazyweb.com/growth-score/site/roboflow.com)
4. Overshoot — 67

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

## Score over time

| Date | Result |
| --- | --- |
| Sep 22, 2026 | Overall 67; Trust +30; Mobile web +20 |
| [Jun 5, 2026](https://www.lazyweb.com/growth-score/history/2026-06-05) | Overall 53; CTA −18; Value props −10 |
| [Apr 7, 2026](https://www.lazyweb.com/growth-score/history/2026-04-07) | Overall 62; first tracked report; strongest CTA 76; weakest Trust 38 |

## Value props — 52, Fair

We evaluate whether the title, subtitle, and hero communicate the product’s true value.

**Overshoot’s headline:** “AI infrastructure for vision applications.”

### Working

- Names the category instantly.
- A live VLM demo proves the product.
- Real model names add credibility.

### Could improve

- There is no subhead, so the page provides zero specifics there.
- There is no outcome or number anywhere.
- The headline could caption any AI infrastructure product.

### Value-prop ranking

1. Moondream — 82
2. Roboflow — 78
3. Landing AI — 76
4. Overshoot — 52

## Trust — 58, Fair

We evaluate proof that the product is real, competent, and safe to try.

![Overshoot trust screenshot](https://zlfyzdmohcskkucuunmk.supabase.co/storage/v1/object/public/sites/growth-score/site/overshoot.ai.jpg?v=2026-09-22T20%3A49%3A21.74%2B00%3A00)

![Moondream trust screenshot](https://zlfyzdmohcskkucuunmk.supabase.co/storage/v1/object/public/sites/growth-score/site/moondream.ai.jpg?v=2026-09-22T21%3A00%3A49.221%2B00%3A00)

![Roboflow trust screenshot](https://zlfyzdmohcskkucuunmk.supabase.co/storage/v1/object/public/sites/growth-score/site/roboflow.com.jpg?v=2026-09-22T20%3A56%3A18.761%2B00%3A00)

| Product | Trust read |
| --- | --- |
| Overshoot | Interactive “Can a VLM guess your sketch?” demo with selectable models (Gemma 4, Qwen3.6 27B, Holo 3.1) and “Start drawing”. |
| Roboflow | “Over 1 million engineers deploy visual intelligence for video, images, and real-time streams with Roboflow.” |
| Moondream | “5M+ monthly downloads · open weights · commercial use” beneath the primary CTA. |
| Landing AI | Customer-logo row on mobile showing Flex, Foxconn, and GE Vernova. |

The trust ranking is: Moondream 78, Roboflow 64, Overshoot 58, and Landing AI 58.

[Build proof section](https://www.lazyweb.com/backlog?site=overshoot.ai#opt-trust-signals) with our proof-section builder to choose proof signals and obtain copy and placement for a stronger trust section.

## CTA — 72, Fair

We evaluate CTA copy, size, verb, and cost-feel.

![Overshoot CTA screenshot](https://zlfyzdmohcskkucuunmk.supabase.co/storage/v1/object/public/sites/growth-score/site/overshoot.ai.jpg?v=2026-09-22T20%3A49%3A21.74%2B00%3A00)

![Landing AI CTA screenshot](https://zlfyzdmohcskkucuunmk.supabase.co/storage/v1/object/public/sites/growth-score/site/landing.ai.jpg?v=2026-09-22T21%3A06%3A57.866%2B00%3A00)

![Moondream CTA screenshot](https://zlfyzdmohcskkucuunmk.supabase.co/storage/v1/object/public/sites/growth-score/site/moondream.ai.jpg?v=2026-09-22T21%3A00%3A49.221%2B00%3A00)

![Roboflow CTA screenshot](https://zlfyzdmohcskkucuunmk.supabase.co/storage/v1/object/public/sites/growth-score/site/roboflow.com.jpg?v=2026-09-22T20%3A56%3A18.761%2B00%3A00)

### Problems identified

- “Early access” feels gated and deferred.
- The CTA competes with the in-product playground.
- The playground submit action is below the mobile fold.
- The secondary label differs on mobile: “Docs”.

### CTA ranking

1. Landing AI — 84
2. Moondream — 82
3. Roboflow — 78
4. Overshoot — 72

[Rewrite this CTA](https://www.lazyweb.com/backlog?site=overshoot.ai#opt-cta-writing) with our CTA rewrite studio to generate primary and secondary options grounded in Overshoot’s offer and visitor objections.

## Information hierarchy — 76, Fair

We evaluate 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/overshoot.ai.jpg?v=2026-09-22T20%3A49%3A21.74%2B00%3A00)

1. **Start drawing button:** It has the same black weight as “Get early access,” splitting primary-action focus across the fold.
2. **Footer link row:** Privacy, FAQ, Models, Usages, and an email add five exit paths.
3. **Documentation button duplicate:** It repeats the navigation’s Documentation link at button weight and competes with the adjacent primary CTA.

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

## Mobile web — 78, Fair

We evaluate 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/overshoot.ai-mobile.jpg?v=2026-09-22T20%3A49%3A21.74%2B00%3A00)

1. **Truncated demo widget:** The card’s “Start drawing” action and difficulty toggle fall below the fold, leaving opponent chips with no next step.
2. **Get early access button:** The primary CTA stops at half the column width rather than providing a near-full-bleed thumb target.
3. **Broken sketch icon:** The squiggle icon renders as a stray dot above “Can a VLM guess Overshoot’s sketch?”

[View mobile fixes](https://www.lazyweb.com/backlog?site=overshoot.ai#opt-mobile-web) to convert these findings into a prioritized implementation checklist.

## Competitors

The competitor set is inferred from product, audience, and value proposition.

1. [Moondream — moondream.ai — 78](https://www.lazyweb.com/growth-score/site/moondream.ai)
2. [Landing AI — landing.ai — 72](https://www.lazyweb.com/growth-score/site/landing.ai)
3. [Roboflow — roboflow.com — 71](https://www.lazyweb.com/growth-score/site/roboflow.com)
4. Overshoot — 67
5. [fal.ai — fal.ai — failed](https://www.lazyweb.com/growth-score/site/fal.ai)

[← Back to YC W26](https://www.lazyweb.com/yc-w26)

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