saas · Sep 29, 2026

lovimg.com

We found more conversion tactics here than on 10% of the 1,350 multi-step SaaS funnels we have measured.

3 conversion tactics detected

4 pages walked · measured by Roentgen 1.28.1

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How this was measured

Measured by Roentgen 1.28.1 on 2026-09-29. A capture is read once and its measurements freeze there, so the stamp says which ruleset read this one.

This 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. A low count means we did not detect those patterns, not that the funnel is weak.

Against all 1,781 multi-step funnels, more conversion tactics than 20% of them.

Walk 251 links on the entry page, 244 walkable. 4 matched a funnel step; we captured 4 pages in all, this one included.

The short version, in 5 parts

  1. Proven on the page

    3 conversion tactics detected, each backed by text on the page

    Answers buyer objections
    AI Image Prompts FAQ
    Shows customer logos or a trusted-by claim
    logos: 提示词:, 请严格以我上传的参考图为唯一主体参考来源。, Prompt:, {, 请将我上传的每一张旅游照片分别制作成一张独立的
    Makes the pricing ladder explicit
    $20/mo, $40/mo, $99/mo, free

    See all 3

  2. Not seen

    8 of 11 applicable tactics we checked for and did not see

    Free trial / freemium
    A free trial, free tier, or "no credit card" entry offer.
    Press / "as seen in"
    Media logos or an "as seen in / featured in" claim borrowing publication credib…
    Demo / docs entry
    A "book a demo" or documentation / API entry point.

    + 5 more

    See what we looked for

  3. Flagged

    3 of 15 build checks flagged, each with a fix

    Body text size
    Smallest sampled text is 11px, below the 13px floor this check uses.
    Oversized images
    202 images are shipped at more than 2x the width shown.
    Tap-target size (mobile)
    52 of 793 interactive targets are under 44×44px on mobile.

    See the fixes

  4. Walked

    4 pages walked, Homepage / Lander to Image Prompts

    Step 1
    Homepage / Lander
    Step 2
    Pricing
    Step 3
    Features

    + 1 more step

    Walk it frame by frame

  5. In their words

    The headline: Free AI Image Prompts Library

    Promise
    Browse 9,000+ free AI image prompts for ChatGPT, GPT Image 2 and Nano Banana. Every prompt is copy-ready: pas…

    Read every quote

Captured Homepage / Lander
Step 1 · Homepage / Lander1 / 4

What we recorded

Progress

2 scans

this funnel’s coverage score across measured re-scans

measuredextracted directly from the live page. a fact, not an opinion
Unchanged across 2 scans Same 3 conversion tactics detected since 2026-08-03.
  1. 3 tactics 2026-08-03
  2. 3 tactics 2026-09-29

The funnel, frame by frame

4 steps walked

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

measuredextracted directly from the live page. a fact, not an opinion
Homepage / Lander
01

Homepage / Lander

2 tactics
FAQLogo wall
Pricing
02

Pricing

▲ strongest
3 tactics

$20 +2 more  ·  Save 10%  ·  subscription  ·  1 proof point

SubscriptionFAQPricing tiers
Features
03

Features

▼ thinnest
0 tactics

no named tactics detected on this step

Image Prompts
04

Image Prompts

2 tactics
FAQLogo wall

In their own words

28 quoted

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

measuredextracted directly from the live page. a fact, not an opinion
Page title
Free AI Image Prompts Library — ChatGPT & GPT Image 2 | Lovimg
Meta description
Browse 9,000+ free AI image prompts for ChatGPT, GPT Image 2 and Nano Banana. Every prompt is copy-ready: paste, generate, no prompt engineering needed.
Headline
Free AI Image Prompts Library
Section headings
Explore Free AI Image Prompts for ChatGPT, GPT Image 2 & Nano BananaChatGPT Image PromptsImage Prompts by AI ModelBrowse AI Image Prompts by Use CaseAI Image Prompts FAQCopy-ready AI image prompts with example visualsImage prompts for product, portrait & poster workflowsAI video prompts included (Seedance 2.0)+5 more, not shown
Buttons and links
Image ModelsAI ToolResourcesCommunityLog inSign upAll modelsGPT Image 2.5GPT Image 2Nano Banana Pro+2 more, not shown

Sections

3 identified

structural bands identified on this funnel, cropped from its own capture

measuredextracted directly from the live page. a fact, not an opinion
Nav section of lovimg.com
Nav0% down the page
Hero section of lovimg.com
Hero0% down the page
Footer section of lovimg.com
Footer77% down the page

What we found

3 tactics

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

measuredextracted directly from the live page. a fact, not an opinion

objection1 of 2

Answers buyer objections AI Image Prompts FAQ

proof1 of 4

Shows customer logos or a trusted-by claim logos: 提示词:, 请严格以我上传的参考图为唯一主体参考来源。, Prompt:, {, 请将我上传的每一张旅游照片分别制作成一张独立的

offer1 of 2

Makes the pricing ladder explicit $20/mo, $40/mo, $99/mo, free

What we didn’t find

8 of 11 applicable

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

measuredextracted directly from the live page. a fact, not an opinion

What we didn’t see8 of 11 applicable

Free trial / freemium 1,340 of the 1,673 SaaS funnels we checked
Press / "as seen in" 642 of the 2,417 funnels we checked
Demo / docs entry 575 of the 1,683 funnels we checked
Us-vs-them comparison 441 of the 2,420 funnels we checked
Lead-capture form 437 of the 1,683 funnels we checked
Proof above the fold 381 of the 2,420 funnels we checked
Usage / adoption proof 289 of the 2,043 funnels we checked
Scarcity / urgency copy 125 of the 2,417 funnels we checked

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

15 run · 3 flagged

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

measuredextracted directly from the live page. a fact, not an opinion

3 of 13 measured checks need work2 could not be measured — not counted either way

Body text size

type:body-text-size

Smallest sampled text is 11px, below the 13px floor this check uses.

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

Oversized images

weight:oversized-images

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

“20260817_community_996682dd-6692-42d7-8a” is 2400px wide, displayed at 266px

FixServe responsive sizes (srcset/sizes) matching the rendered width.

Tap-target size (mobile)

mobile:tap-target-size-mobile

52 of 793 interactive targets are under 44×44px on mobile.

smallest: “Language” at 32×32px

FixGive tappable controls a ≥44×44px hit area. the touch minimum.

Worth knowing6

Line length

25 paragraphs run past ~95 characters per line.

FixCap measure at ~60-75ch for comfortable reading.

type:line-length
Form labels

2 form fields rely on placeholder text as the only label.

FixBack placeholders with a real <label>. placeholder text vanishes on input.

a11y:form-labels
Heading levels

1 heading skips a level (e.g. <h2> followed by <h4>). Screen-reader users navigate by this outline.

FixStep heading levels one at a time; use CSS for size, not a deeper level.

a11y:heading-levels
Label in name

8 controls have an aria-label that does not contain its visible text, so voice-control users cannot activate it by saying what they see.

FixMake the accessible name start with the visible label text.

a11y:label-in-name
Autocomplete hints

No autocomplete attributes across 2 fields. browsers cannot autofill.

FixAdd autocomplete="email"/"tel"/"name" to identity fields.

forms:autocomplete-hints

Not measurable2

Text contrast (WCAG AA)

All 450 sampled text runs sit over images or gradients. effective contrast is not computable.

contrast:text-contrast-wcag-aa
Page weight

At least 0.6 MB across 60 measurable resources, but 256 cross-origin resources did not expose a size. The true weight cannot be determined from the page.

weight:page-weight

Clear4

Mobile viewport · Language declared · Image alt text · Render-blocking resources

Brand kit

5 colour roles

palette by on-page usage · type rendered live

measuredextracted directly from the live page. a fact, not an opinion
full palette ordered by on-page usage %
text#ffffff
See the roles applied
accent

Body copy in their text role, on a surface card.

the roles, doing their job
The quick brown fox36px
Jumps over the lazy dog24px
A subheading in their voice20px

Body copy set at their measured paragraph size. This is how their product reads to a first-time visitor. same family, same scale, same weight.

  • List item one, at body scale
  • List item two
  • List item three
Type scale, weights & families
SIZE SCALE
10pxAa
11pxAa
12pxAa
13pxAa
14pxAa
15pxAa
16pxAa
20pxAa
24pxAa
36pxAa
WEIGHTS
Aa400
Aa500
Aa600
Aa700
FAMILIES
Geist Variable
rendered in their own type system · webfont not loaded. system fallback if uninstalled

Measured, found none

2 of 10 layers

layers we ran on this funnel that came back empty

measuredextracted directly from the live page. a fact, not an opinion

Elements — the atomic pieces — price anchors, ratings, guarantees — with their verbatim on-page text

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

We ran these passes on the pages we captured and found nothing to show. That is a measurement of this funnel, not a recommendation — and it is a different statement from a layer we never ran, which does not appear here at all.