# Expanse landing-page growth report

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-p26/expanse
Source observed: 2026-10-15T21:05:51.056Z
Last checked: 2026-10-20T07:50:38.938+00:00
Indexed: 2026-10-16T00:19:50.926+00:00

---

# Expanse landing-page growth report

We provide a Growth Score report for [Expanse](https://expanse.sh/) in the YC P26 comparison set. The report evaluates the landing page’s messaging, calls to action, trust signals, mobile experience, and information hierarchy.

## Overall result

- **Growth score:** **68/100**, updated **September 20, 2026**.
- **Weakest category:** **Trust**.
- **Category scores:** Trust **54**, CTA **62**, Mobile web **72**, Information hierarchy **76**, Value props **78**.
- [Fix Trust](https://www.lazyweb.com/plans/checkout?plan=individual&source=growth_score_feature_build_fixes)

### Overall ranking

1. [SkyPilot — 78](https://www.lazyweb.com/growth-score/site/skypilot.co)
2. [Cast AI — 76](https://www.lazyweb.com/growth-score/site/cast.ai)
3. [ClearML — 70](https://www.lazyweb.com/growth-score/site/clear.ml)
4. Expanse — **68**
5. [Rafay — 68](https://www.lazyweb.com/growth-score/site/rafay.co)
6. [MemVerge (Memory Machine AI) — 60](https://www.lazyweb.com/growth-score/site/memverge.com)

## Score over time

- **September 20, 2026:** 68; overall −6, Mobile web −12, CTA −10. Current report.
- [June 1, 2026: 74; overall +1, Trust +4, Mobile web +2](https://www.lazyweb.com/growth-score/history/2026-06-01)
- [May 11, 2026: 73; overall +11, Information hierarchy +18, CTA +14](https://www.lazyweb.com/growth-score/history/2026-05-11)
- [April 11, 2026: 62; first tracked report; strongest Mobile web 68, weakest Trust 52](https://www.lazyweb.com/growth-score/history/2026-04-11)

## Trust — 54, Fair

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

![Expanse trust-report capture](https://zlfyzdmohcskkucuunmk.supabase.co/storage/v1/object/public/sites/growth-score/site/expanse.sh.jpg?v=2026-09-20T08%3A26%3A13.091%2B00%3A00)

The Expanse visual shows terminal demo output: `expanse analyse gromacs_mdrun.sbatch`, with `completion_probability mean=0.97` and `gpu_type NVIDIA H`. Other comparison visuals show SkyPilot, Cast AI, Rafay, and ClearML.

| Product | Trust read |
| --- | --- |
| Expanse | Terminal demo output: `expanse analyse gromacs_mdrun.sbatch` with `completion_probability mean=0.97` and `gpu_type NVIDIA H` |
| ClearML | “Join 2,100+ forward-thinking organizations worldwide using ClearML,” with IBM and AMD logos below it |
| SkyPilot | Customer logo wall including NVIDIA, Meta, Amazon Robotics, Point72, and Mistral AI beneath the hero CTAs |
| Cast AI | “TRUSTED BY 2100+ COMPANIES GLOBALLY” band with BMW Group logo |
| MemVerge (Memory Machine AI) | Founder video featuring “Charles Fan” in the hero |
| Rafay | “Trusted by leading enterprises, neoclouds and service providers” logo bar featuring MoneyGram, Amgen, Ooredoo, Yotta, and Firmus |

Trust ranking: SkyPilot **82**, Cast AI **72**, Rafay **72**, ClearML **66**, Expanse **54**, MemVerge (Memory Machine AI) **42**.

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

## CTA — 62, Fair

This category assesses copy, size, verb, and cost-feel of the primary CTA. Expanse uses **“BOOK A DISCOVERY CALL”**. The report identifies:

- A high-cost click: a sales call.
- Four words, over the three-word ideal.
- No value promised for the click.

CTA ranking: Cast AI **86**, SkyPilot **76**, MemVerge (Memory Machine AI) **66**, Rafay **64**, ClearML **63**, Expanse **62**.

[Rewrite this CTA](https://www.lazyweb.com/backlog?site=expanse.sh#opt-cta-writing) for primary and secondary options grounded in Expanse’s offer and visitor objections.

## Mobile web — 72, Fair

The report evaluates the phone experience as a first-class experience.

![Mobile web annotations on the Expanse mobile capture](https://zlfyzdmohcskkucuunmk.supabase.co/storage/v1/object/public/sites/growth-score/site/expanse.sh-mobile.jpg?v=2026-09-20T08%3A26%3A13.091%2B00%3A00)

1. **Oversized hero headline:** It wraps into six tall lines that fill the viewport and push both CTAs below the fold.
2. **Primary CTA below the fold:** “BOOK A DISCOVERY CALL” sits far past the first viewport and is invisible without a long scroll.

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

## Information hierarchy — 76, Fair

1. **Duplicate discovery-call CTAs:** “BOOK A DISCOVERY CALL” appears twice in identical orange styling, in the header and hero, splitting the primary action’s visual authority.
2. **Terminal recommendation cropped:** The `completion_probability` line runs off the right edge, showing `p90=0.` and truncating the proof point.
3. **CTA far below the headline:** The hero CTA pair sits at the bottom edge of the fold, disconnected from the headline by the longest gap in the scan path.
4. **Docs button near the CTA:** The outlined `DOCS` button sits directly beside the header CTA at a similar size and competes for the same click.

![Information hierarchy annotations on the Expanse desktop capture](https://zlfyzdmohcskkucuunmk.supabase.co/storage/v1/object/public/sites/growth-score/site/expanse.sh.jpg?v=2026-09-20T08%3A26%3A13.091%2B00%3A00)

[View layout plan](https://www.lazyweb.com/backlog?site=expanse.sh#opt-information-hierarchy) to turn the callouts into a keep, move, merge, or remove sequence.

## Value props — 78, Fair

Our evaluated headline is: **“Expanse gets you more out of the GPUs you already have.”** The supporting message is: **“Expanse delivers compute certainty. We predict exactly what every job needs before it runs, so your cluster does far more real work with the same hardware.”**

### What works

- Names a concrete outcome: more from existing GPUs.
- “Already have” addresses the sunk-hardware pain.
- The terminal hero shows the product working.

### What could improve

- “More” and “far more” are not quantified.
- “Compute certainty” is an abstraction.
- There is no proof point or customer evidence in the fold.

Value-prop ranking: Expanse **78**, Cast AI **78**, SkyPilot **76**, Rafay **72**, ClearML **62**, MemVerge (Memory Machine AI) **48**.

## Competitors

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

1. [SkyPilot — skypilot.co — 78](https://www.lazyweb.com/growth-score/site/skypilot.co)
2. [Cast AI — cast.ai — 76](https://www.lazyweb.com/growth-score/site/cast.ai)
3. [ClearML — clear.ml — 70](https://www.lazyweb.com/growth-score/site/clear.ml)
4. Expanse — **68**
5. [Rafay — rafay.co — 68](https://www.lazyweb.com/growth-score/site/rafay.co)
6. [MemVerge (Memory Machine AI) — memverge.com — 60](https://www.lazyweb.com/growth-score/site/memverge.com)

---

[Read this page’s summary](https://www.lazyweb.com/api/public/v1/page-tldr?url=https%3A%2F%2Fwww.lazyweb.com%2Fyc-p26%2Fexpanse&trace=t_bc7e1c4e5b07)

## Ask a follow-up about this page

Need a more specific answer? Ask the exact question you have. It returns a fresh, cited answer from Lazyweb’s knowledge base. No account or API key required.

Open this URL with your own question, URL-encoded. Only q is required. No account or setup.

`GET https://www.lazyweb.com/agent/faq?q={question}&trace=t_bc7e1c4e5b07`

[Tool guide and examples](https://www.lazyweb.com/agent-access) · [OpenAPI](https://www.lazyweb.com/api/public/v1/openapi.json) · [Page TLDR form](https://www.lazyweb.com/agent-tools/page-tldr?url=https%3A%2F%2Fwww.lazyweb.com%2Fyc-p26%2Fexpanse). Opening a form does not execute a tool.