Your landing page’s weakest score is Trust.
How Quotient Labs ranks
- 1.
LiteLLM81
- 2.
Requesty76
- 3.
Helicone75
- 4.
Quotient Labs70
- 5.
LangDB (AI Gateway)63
70Growth scoreupdated
category scores
category scoresShowHide
Score over time
Trust
58FairProof that the product is real, competent, and safe to try.
| Trust read | |
|---|---|
| Quotient Labs | Before/after terminal demo showing Agent cost $60.62 → $29.79 with quality 0.931 ▲+0.08 |
| No visible trust signal identified. | |
| Detailed analytics dashboard screenshot showing "Sum of Cost by Model Over Time — $445.95" with per-model usage table (o | |
| "1000+ AI teams use Helicone to build reliable products" with customer logos (together.ai, QA Wolf) | |
| implicit context LiteLLM may benefit from pre-existing familiarity among its target audience. |
Mobile web
62FairThe phone experience as a first-class citizen.
1234- Fermat quote block — Two decorative quotes and attributions fill the mid-fold, pushing the headline and CTA far below the first viewport.
- Contact + promo bars — Double-decker strips under the header eat vertical space before any value statement appears.
- Get Fermat button — Primary CTA wraps to two lines and stays desktop-proportioned instead of a full-width thumb target.
- Section label heading — 'FERMAT'S LAST TOKEN' letter-spaced label leads the fold instead of the actual value headline.
CTA
68FairCopy, size, verb, cost-feel — does the primary CTA earn the click?
Problems
- no 'free' despite free trial
- four words, past ideal length
- nav says 'GET FERMAT' — label split
- hero CTA below fold on mobile
Information hierarchy
72FairDoes the design help or inhibit what the page is trying to say?
1234- Eight-link navigation bar — HOW IT WORKS through DASHBOARD gives eleven-plus exits equal weight before the visitor reaches the install CTA.
- Contact email bar — A full-width support email row between nav and banner adds a third horizontal band of noise before the hero.
- Free trial banner — The '2-WEEK FREE TRIAL' link competes with 'INSTALL IN ONE LINE' as a second conversion path with no visual subordination.
- Read benchmarks button — Styled at nearly the same size and placement as the install CTA, splitting the action decision.
Value props
88StrongTitle, subtitle, hero — do they sell the product's true value?
Quotient Labs’s headline sells
Cut your Claude Code bill by 34–51%, without changing your models or workflow.
Fermat's Last Token runs alongside Claude Code to reduce token spend, compress context, and optimize tool calls while preserving output quality, without changing how you work.
Working
- Quantified outcome: 34–51% bill cut
- Kills adoption fear: no workflow change
- Terminal shows real before/after proof
Could improve
- Subhead lists mechanics, not proof
- 34–51% range lacks a cited source
- Mobile fold pushes headline far down