← Back to search
50
Partial
Agentic Readiness Score
+25 llms.txt +15 structured API missing +20 ai-plugin
Raise this score to 95+
We ship the 6-file GEO uplift as a pull request against your repo. Flat fee, turnaround under 72 hours.
Fix this for $199 →
ai-tools llms-txtapiai-friendlyai

Agentic Signals

📄
Found
🤖
ai-plugin.json
Not found
📖
OpenAPI Spec
Not found
🔗
Structured API
Found
🏷
Schema.org Markup
Found
⚙
MCP Server
Not found

Embed this badge

Show off your agentic readiness — the badge auto-updates when your score changes.

Agentic Ready 50/100

            

llms.txt Content

# MomentSift > MomentSift is an AI photo workflow for people who take too many photos and need a faster way to choose, improve, restore, and create images. MomentSift combines AI-assisted photo culling, similar-shot grouping, weak-photo detection, AI photo enhancement, restoration, background tools, and AI image generation in one browser-based workflow. It is useful for travelers, couples, families, parents, pet owners, creators, wedding/event photographers, and small businesses. Last updated: 2026-10-09 ## Product Facts - **Product name**: MomentSift - **Website**: [momentsift.com](https://momentsift.com) - **Category**: AI photo culling, enhancement, and creation platform - **Platform**: Browser-based web application (no install required) - **Supported browsers**: Chrome, Edge, Firefox, Safari (desktop recommended for large folders) - **Languages**: English, Chinese (Simplified) - **Pricing model**: Free tier with limited culling allowance; subscription plans and one-time credit packs for AI enhancement and generation - **Core differentiator**: Starts with photo selection (culling) before editing — most AI photo tools skip this step - **Privacy model**: Original photos never leave the user's device; AI culling uses compressed downscaled previews that are discarded after analysis; cloud processing is used only for AI enhancement and generation tasks - **File support**: JPEG, PNG, WebP, HEIC, HEIF, and common RAW formats (CR2, CR3, NEF, ARW, DNG, RAF, ORF, RW2) - **Export options**: Direct download, Lightroom XMP sidecar files (Rating=5, Label=Green for keepers) ## Technical Architecture - AI culling pipeline: DINOv2 (scene embeddings for similar-shot grouping), MUSIQ + NIMA + CLIP-IQA+ (aesthetic and quality scoring), InsightFace ArcFace (facial clustering and sharpness detection) - AI enhancement: Super resolution, face restoration, photo restoration, colorization, retouching, background removal, watermark removal - AI generation: Text-to-image, image-to-