scanned Apr 13, 2026500 of 4,325 pages

Lovart

lovart.ai

Lovart is an AI-powered design platform that helps users create visual assets, such as product pages, campaign posters, and brand systems, with features like touch editing, style consistency, and visual insights.

/100

Content answers—

Protocol plumbing—

Re-audit3568h ago· 1 credit

Scored by asking 15 questions a buyer of a ai-ml product asks, then grading this site’s own pages: answered, hedged (partial or vague), or silent (no page answers it). How scoring works

15 buyer questions · graded against the site’s own pages

0 of 15 come back answered. 6 get a hedge. 9 meet silence.

0 answerable6 half-answers9 silent

Goes silent · technical · high importance

We're building a workflow that needs SVGs for web and print-ready PDFs with bleed. Does Lovart export vector formats, or only raster? And what's the maximum resolution for PNG exports?

Goes silent · pricing · high importance

I'm comparing AI design tools for my team — does Lovart use a subscription model, a pay-per-generation credit system, or both? And if credits, how many generations do I get per tier?

This report is public. Own lovart.ai? Claiming is free: crawl every page, re-audit as you fix, and track your score over time.

The fix queue

15 open questions, ordered by estimated payoff.

Point estimates are per fix under scoring v2. They are not additive to a promised total.

01technical · importance highGoes silent+7 content pts est.

We're building a workflow that needs SVGs for web and print-ready PDFs with bleed. Does Lovart export vector formats, or only raster? And what's the maximum resolution for PNG exports?

What the pages say

No page on the site addresses this.

The fix

Create a dedicated technical specifications or export formats page documenting supported file formats (SVG, PDF, PNG), vector vs raster capabilities, print-ready features like bleed, and maximum resolution limits.

confidence high · Absent

02pricing · importance highGoes silent+7 content pts est.

I'm comparing AI design tools for my team — does Lovart use a subscription model, a pay-per-generation credit system, or both? And if credits, how many generations do I get per tier?

What the pages say

No page on the site addresses this.

The fix

The pricing page (/pricing) is referenced in navigation but its content was not retrieved. The crawler may need to fetch https://lovart.ai/pricing directly to capture subscription tiers, credit systems, and generation limits.

confidence high · Page missing

03integration · importance mediumGoes silent+7 content pts est.

We want to trigger Lovart generations from our CMS when products are added. Is there a public API or webhook system, or only manual exports? And what's the rate limit if API exists?

What the pages say

No page on the site addresses this.

The fix

Create a dedicated API documentation page or developer portal that describes the public API endpoints, webhook system, authentication methods, and rate limits for programmatic integration with external CMS systems.

confidence high · Absent

04limits · importance mediumGoes silent+7 content pts est.

We have existing 4K product photography to incorporate. What's the maximum upload file size for images, and does Lovart downsample automatically or reject oversized files?

What the pages say

No page on the site addresses this.

The fix

Create a dedicated documentation page or FAQ section covering technical specifications for image uploads, including maximum file size limits, supported formats, and behavior for oversized files (downsampling vs. rejection).

confidence high · Absent

05operations · importance mediumGoes silent+7 content pts est.

For client confidentiality, we need assets auto-deleted after 90 days. Does Lovart let me configure data retention policies, or are files stored indefinitely? Can I force immediate deletion?

What the pages say

No page on the site addresses this.

The fix

Create a dedicated data retention, security, or compliance page that explains configurable retention policies, automatic deletion options, and manual deletion capabilities. Consider adding this to a Trust Center, Security, or Enterprise/Pro features section.

confidence high · Absent

06security · importance mediumGoes silent+7 content pts est.

Our security team requires SOC 2 Type II for any vendor handling brand assets. Does Lovart publish compliance certifications, or just mention 'enterprise security' without specifics?

What the pages say

No page on the site addresses this.

The fix

Create a dedicated security/compliance page that lists SOC 2 Type II certification status, audit dates, and provides access to reports or trust documentation for security teams evaluating the platform.

confidence high · Absent

07pricing · importance mediumGoes silent+7 content pts est.

Our agency needs 50+ seats and we have specific compliance requirements. Does Lovart publish enterprise pricing or is everything custom-negotiated through sales?

What the pages say

No page on the site addresses this.

The fix

The /pricing page was referenced in navigation but not retrieved. The crawler may not have fetched the pricing page content, or it may require JavaScript to load. Retrieve https://lovart.ai/pricing directly and ensure dynamic pricing content is expanded.

Where we looked: lovart.ai, lovart.ai

confidence high · Page missing

08migration · importance lowGoes silent+7 content pts est.

We're migrating from Canva with hundreds of brand templates. Does Lovart have any import tool for Canva files, or do we rebuild everything from scratch? What about Figma .fig files?

What the pages say

No page on the site addresses this.

The fix

Create a dedicated migration/import page or FAQ section addressing file format support, including whether Canva files (.canva, .pptx, .pdf exports) or Figma .fig files can be imported, converted, or if users must rebuild designs from scratch.

confidence high · Absent

09support · importance lowGoes silent+7 content pts est.

If a generation fails during a client deadline, what's the guaranteed response time for paid support? Is it 24/7 or business hours only, and is there a phone escalation path?

What the pages say

No page on the site addresses this.

The fix

Create a dedicated Support or SLA page that specifies guaranteed response times for paid support tiers, 24/7 vs business hours coverage, and available escalation paths (phone, chat, email).

confidence high · Absent

Hedged · 6 of 15 questions

A buyer gets something, then has to guess the rest. Expand any row for the evidence and the fix.

10I need to maintain brand consistency across 200+ assets. Does Lovart's 'style consistency' feature work through uploaded brand kits, trained custom models, or prompt templates — and can I lock colors/fonts so teammates can't override?technicalHedges+7 pts est.

I need to maintain brand consistency across 200+ assets. Does Lovart's 'style consistency' feature work through uploaded brand kits, trained custom models, or prompt templates — and can I lock colors/fonts so teammates can't override?

What the pages say

No page on the site addresses this.

The fix

The 'Style Consistency' feature is mentioned with marketing language ('Results that carry your signature, every time') but lacks technical documentation explaining the implementation mechanism (brand kits vs. custom models vs. prompt templates) or team permission controls for locking colors/fonts. Create a dedicated documentation page or expand the feature description with specific technical details and governance capabilities.

Where we looked: lovart.ai

confidence high · Vague

11My client presentations are time-sensitive. What's the typical generation time for a product page layout — seconds or minutes? And is there a priority queue for paid tiers when servers are busy?limitsHedges+2 pts est.

My client presentations are time-sensitive. What's the typical generation time for a product page layout — seconds or minutes? And is there a priority queue for paid tiers when servers are busy?

What the pages say

For product page layouts specifically, the chunks do not provide a precise generation time. However, related design tasks on Lovart are described as taking minutes: property listing designs take "under 5 minutes" [16], restaurant menus take "under 5 minutes" with refinements adding "5-10 minutes" [18], and UI layouts are described as taking "10-30 minutes" for first drafts [8]. The chunks emphasize "minutes" rather than seconds for generation tasks. Regarding priority queues for paid tiers when servers are busy: no information was found in any of the retrieved chunks.

The fix

Add specific documentation on generation latency/response times for different asset types (product pages, layouts, images) with concrete time ranges in seconds or minutes. Also document whether paid tiers receive priority queue access during high server load.

Where we looked: /features/property-listing-design, /features/restaurant_menu_design, /blog/ai-design-tools-efficiency

confidence medium · Vague

12With multiple designers on one brand campaign, does Lovart have project-level collaboration with version history, or is it single-user with shared logins? Can I see who changed what?operationsHedges+2 pts est.

With multiple designers on one brand campaign, does Lovart have project-level collaboration with version history, or is it single-user with shared logins? Can I see who changed what?

What the pages say

Lovart supports team collaboration where multiple people can share canvas access, review, comment, and request refinements. However, the chunks do not specify whether this is project-level collaboration with version history and audit trails showing who changed what, versus shared logins. The collaboration described appears to be real-time canvas sharing rather than structured multi-user project management with version control.

The fix

Add a dedicated page or FAQ section explaining the technical architecture of team collaboration: whether it uses individual user accounts or shared logins, whether there is version history/rollback, and whether there are audit logs showing which user made which changes.

Where we looked: /blog/best-agent-for-novices, /blog/best-agent-for-novices

confidence medium · Vague

13The 'touch editing' feature sounds vague — can I drag to resize specific elements, or is it more like inpainting where I select regions? And does it preserve layer structure for export to Figma?technicalHedges+2 pts est.

The 'touch editing' feature sounds vague — can I drag to resize specific elements, or is it more like inpainting where I select regions? And does it preserve layer structure for export to Figma?

What the pages say

The chunks describe 'Touch Edit' as 'Editing that knows what matters' where you can 'Make targeted changes exactly where you need them' with examples showing removal of specific elements (flag, car graphics) and replacement (boy's hat, book). However, the chunks do not clarify whether this works via drag-to-resize, inpainting-style region selection, or another interaction method. For layer structure and Figma export: 'Text Edit' mentions that 'Lovart separates typography into editable layers, allowing you to move or rewrite words without disturbing the composition around them,' but there is no explicit mention of preserving full layer structure for export to Figma.

The fix

Add a dedicated 'Touch Edit' documentation page or FAQ that explains the specific interaction model (drag-to-resize vs. region selection/masking) and confirms whether outputs preserve layer structure for Figma import.

Where we looked: lovart.ai, lovart.ai

confidence low · Vague

14I noticed Lovart hosts Kling O1 and Hailuo 2.3 video generators. Are these included in the main subscription or separate add-ons? And who owns the commercial rights to AI-generated video — Lovart, the underlying model provider, or me?nicheHedges+2 pts est.

I noticed Lovart hosts Kling O1 and Hailuo 2.3 video generators. Are these included in the main subscription or separate add-ons? And who owns the commercial rights to AI-generated video — Lovart, the underlying model provider, or me?

What the pages say

Commercial rights: Videos created with both Hailuo 2.3 and Kling O1 "can be used commercially, subject to plan terms" — indicating the user (not Lovart or the model provider) holds commercial rights, contingent on their subscription plan. However, the chunks do not specify whether these generators are included in the main subscription or are separate add-ons. The phrase "subject to plan terms" implies pricing/plan dependency, but no explicit inclusion/exclusion details are provided.

The fix

Add explicit pricing information on the Kling O1 and Hailuo 2.3 tool pages clarifying whether these models are included in base plans, require separate credits, or are premium add-ons. The current "subject to plan terms" language is too vague for buyers evaluating costs.

Where we looked: /tools/hailuo-2.3-ai-video-generator, /tools/kling-o1

confidence medium · Vague

15Our stack is Figma, Notion, and Shopify. Does Lovart have native integrations with any of these, or do we rely on manual file transfers and copy-paste?integrationHedges+1 pt est.

Our stack is Figma, Notion, and Shopify. Does Lovart have native integrations with any of these, or do we rely on manual file transfers and copy-paste?

What the pages say

Lovart has a native integration with Shopify. According to the documentation, Lovart enables "direct publishing to various platforms" including the ability to "Upload product photography directly to Shopify product pages." However, the retrieved chunks do not mention any native integrations with Figma or Notion. For Figma and Notion, you would likely need to rely on manual file transfers (downloading images from Lovart and uploading them to those platforms).

Source: /blog/how-to-gen-product-photography-with-ai, /blog/how-to-gen-product-photography-with-ai

confidence high · Answered

Ask this site’s index

Sitedex already serves lovart.ai as an MCP endpoint. Ask lovart.ai anything an AI agent might ask, and see what its index returns. (To score your own site, use the form below.)

Snippets & configs

For developers and the engineer-on-call: copy these into your tools or your site.

Files from this audit

Built from this crawl. Download or copy each, then install it at the path noted.

llms.txt

Built from this crawl. Install at /llms.txt so agents start here.

organization.json

Organization JSON-LD, pre-filled from this crawl. Wrap in a ld+json script.

server-card.json

MCP server card built from this crawl. Host at /.well-known/mcp/server-card.json.

webmcp.json

WebMCP discovery manifest built from this crawl. Host at /.well-known/webmcp.json.

MCP endpoint

https://mcp.sitedex.dev/s/lovart-ai/mcp

The URL anyone's agent points at. Read-only; safe to share.

Claude Code

claude mcp add lovart --transport http https://mcp.sitedex.dev/s/lovart-ai/mcp

One command, then the agent has it.

Cursor / Continue

{
  "mcpServers": {
    "lovart": {
      "url": "https://mcp.sitedex.dev/s/lovart-ai/mcp"
    }
  }
}

Drop into mcp.json.

WebMCP: two parts

WebMCP-capable browsers run the widget at runtime. Crawlers without JS rendering need the discovery manifest to find your tool surface. Install both.

1 · Widget script

<script async src="https://sitedex.dev/widget.js"></script>

Drop in <head>. WebMCP-capable browsers (Chrome 146+ Origin Trial) call navigator.modelContext.provideContext() via this script.

2 · Discovery manifest

{
  "$schema": "https://wellknownmcp.org/schemas/webmcp.json",
  "name": "lovart.ai",
  "tools": [
    { "name": "search", "description": "Search lovart.ai's indexed content." },
    { "name": "get_page", "description": "Fetch a page from lovart.ai as markdown." }
  ]
}

Host alongside the script at /.well-known/webmcp.json. Crawlers that don't render JS rely on this.

Your turn

See which of these questions your site goes silent on.

Free, about 5 minutes. We crawl your site, test it against the buyer questions your category asks, and name what’s vague, contradictory, or missing, plus the files AI agents look for.

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