saas · Aug 3, 2026

gemma4all.com

20/100 Sparse

Scores above 36% of 525 entry-page captures we have measured. Among the 289 saas funnels in that group, above 23%.

3/11 tactics
1 step
10 checks
3 flagged

Walk 49 links seen, 7 walkable, and 0 matched a funnel step. If this funnel continues past the entry page, we did not reach it — everything below is measured from the entry page alone.

How this was measured

Coverage is detection coverage, not a verdict — it counts the conversion tactics we could prove are present, out of the 11 that apply to a saas funnel.

Measured by Roentgen 1.18, one of our versioned rulesets. A capture is read once and its measurements freeze there, so the stamp says which ruleset read this one.

Captured Homepage / Lander — Step 1 · Homepage / Lander1 / 1

What we recorded

The funnel, frame by frame

1 step walked

see their whole funnel without clicking through it. scored step by step

measured

Homepage / Lander

4 tactics

Sticky CTAComparisonPressDemo / docs

In their own words

25 quoted

the entry page’s own title, headline, buttons and prices — quoted, never paraphrased

measured

Page title: Run Gemma 4 Locally: Hardware Checker & 20+ Guides | Gemma4All
Meta description: Check if your Mac, PC or phone can run Gemma 4 in 10 seconds — then follow step-by-step setup guides. 20+ free tutorials, no cloud required.
Headline: Run Gemma 4 on Your Own Hardware
Section headings: Instant answers, no reading requiredFind your path in26 guides and countingHow Much Memory Does Gemma 4 Actually Need? The Full FormulaGemma 4 Quantization Guide: Q4_0 vs QAT vs Higher PrecisionRun Gemma 4 with Ollama: Now Including the New 12BGemma 4 CPU Only: No GPU Needed, How Slow Is ItGemma 4 on RTX 3060: 12B Fit, Speed & Setup Guide+8 more, not shown
Buttons and links: GuidesToolsGet StartedStart LearningTry the compatibility checker
Prices on the page: $0

What we found

3 tactics

conversion tactics we could prove are present, with the on-page text that evidences each

measured

Action path1 of 4

Offers a demo or docs entry point documentation

Value reinforcement1 of 2

Compares itself against alternatives comparison table: Model · Params · Context · Input ➔ Output · Min RAM · License · Intended

What we didn’t find

8 of 11 applicable

applicable tactics we checked for and did not see on any step we reached

measured

What we didn’t see8 of 11 applicable

FAQ / objection handling 1175 of 1777 measured funnels run this

Trusted-by logo wall 1050 of 1369 measured funnels run this

Free trial / freemium 974 of 1248 measured funnels run this

Pricing tiers 636 of 1248 measured funnels run this

Lead-capture form 310 of 1256 measured funnels run this

Proof above the fold 292 of 1777 measured funnels run this

Usage / adoption proof 224 of 1369 measured funnels run this

Scarcity / urgency copy 94 of 1769 measured funnels run this

Absence is a measurement, not a recommendation: we do not know why a tactic is missing, whether it belongs here, or whether adding it would change anything. Where a walk stopped early, a tactic living deeper would also read as not detected.

How well it’s built

10 run · 3 flagged

contrast, mobile, typography, accessibility, weight — each with what would fix it

measured

Readability & contrast1 flagged

Text contrast (WCAG AA) needs workcontrast:text-contrast-wcag-aa

86% of measurable text passes WCAG AA. 1+ runs fail. 30% of text was unmeasurable (over images/gradients). not counted either way.

worst: “Get Started” at 1:1 (14px, #ffffff on #ffffff). needs 4.5:1

fix Raise text/background contrast to ≥4.5:1 (≥3:1 for large text), especially on CTAs and body copy.

Mobile & tap targetsclear

Mobile viewport passesmobile:mobile-viewport

Responsive viewport meta is present.

Typography1 flagged

Body text size needs worktype:body-text-size

Smallest body text is 12px (base ~20px). below the ~16px readable floor.

fix Keep body copy ≥15-16px; reserve sub-13px for fine print only.

Line length notetype:line-length

8 paragraphs run past ~95 characters per line.

fix Cap measure at ~60-75ch for comfortable reading.

Accessibility hygieneclear

Weight & delivery1 flagged

Page weight passesweight:page-weight

At least 0.7 MB across 129 measurable resources. 17 cross-origin resources did not expose a size, so the real total is higher.

fix Compress and lazy-load below-the-fold media; drop unused third-party scripts.

Render-blocking resources needs workweight:render-blocking-resources

8 stylesheets/scripts in <head> block first paint.

fix Defer non-critical JS (defer/async) and inline only critical CSS.

Oversized images noteweight:oversized-images

3 images are shipped at more than 2x the width shown.

“tinylaunch_badge_launching_soon.svg” is 619px wide, displayed at 202px

fix Serve responsive sizes (srcset/sizes) matching the rendered width.

Playbook match

1 matched

which funnel play this page runs — measured, evidence-quoted

derived

MATCH Playbook #3 — Intent-Match Funnelstrategy guide

Comparison surface matches the Intent-Match pattern — measured comparison table plus comparison-intent copy

comparison table home: comparison table: Model · Params · Context · Input ➔ Output · Min RAM · License · Intendedcomparison copy Gemma 4 Quantization Guide: Q4_0 vs QAT vs Higher Precision

A match means this funnel's measurable surfaces fit the playbook's pattern — the quoted language is what fired the detection. A lever is one playbook mechanism observed on-page. We never claim what a brand's ads or emails do; a crawl can't see them. All funnel designs →

Two different things sit side by side here. The claim and its quoted evidence are measured on this funnel, the same way every other fact on this page is. The playbook itself is written guidance — our strategy library, not a measurement of this site — and it lives behind the links above. Nothing on this page recommends what this brand should do.