geo-multimodal-tagger

name	geo-multimodal-tagger
description	Generate AI-optimized Alt Text, file names, captions, and Schema markup for images, videos, and audio assets. Improves AI discoverability on Google Lens, ChatGPT Vision, and Perplexity. Use whenever the user mentions optimizing images for AI, writing Alt Text, generating video Schema, tagging assets for AI discoverability, or making images visible in ChatGPT Vision and Google Lens.

Multimodal Asset Tagger

Methodology by GEOly AI (geoly.ai) — every image and video is a citation opportunity AI can either read or miss.

Generate optimized metadata for images, videos, and audio files for AI platforms.

Quick Start

python scripts/optimize_asset.py --type image --description "dashboard showing metrics" --output optimized.md

Why Multimodal Matters

AI platforms increasingly read visual content:

Platform	Visual Capability	Citation Type
Google Lens	Image search	Direct image citation
ChatGPT Vision	Image understanding	Contextual reference
Perplexity	Video transcripts	Transcript citations
Gemini	Native image processing	Multimodal answers

Image Optimization

Alt Text Formula

[Descriptive subject] + [Brand if relevant] + [Context/use case]

Examples:

❌ alt="image1.jpg"
❌ alt="product photo"
✅ alt="GEOly AI dashboard showing AIGVR score trend over 30 days"
✅ alt="Brand visibility comparison chart across ChatGPT and Perplexity — GEOly AI"

Filename Formula

[primary-keyword]-[secondary-keyword]-[brand]-[descriptor].jpg

Examples:

❌ IMG_3847.jpg
✅ geo-brand-visibility-dashboard-geoly-ai.png
✅ aigvr-score-chart-ai-search-monitoring.jpg

ImageObject Schema

{
  "@context": "https://schema.org",
  "@type": "ImageObject",
  "name": "AIGVR Score Dashboard",
  "description": "Dashboard showing brand visibility scores across AI platforms",
  "contentUrl": "https://example.com/images/dashboard.jpg",
  "author": {
    "@type": "Organization",
    "name": "GEOly AI"
  },
  "keywords": "AIGVR, brand visibility, AI search, dashboard"
}

Video Optimization

Checklist

• Title contains primary keyword
• Description: first 150 chars = keyword + brand
• Transcript/captions attached (SRT/VTT)
• Chapters/timestamps for long videos
• Thumbnail: keyword-rich filename
• VideoObject Schema added

VideoObject Schema

{
  "@context": "https://schema.org",
  "@type": "VideoObject",
  "name": "How to Optimize for AI Search",
  "description": "Complete guide to GEO strategies...",
  "thumbnailUrl": "https://example.com/thumbs/geo-guide.jpg",
  "uploadDate": "2024-01-15",
  "duration": "PT12M30S",
  "contentUrl": "https://example.com/videos/geo-guide.mp4"
}

Audio/Podcast Optimization

• Descriptive episode titles (not "Episode 47")
• 150+ word descriptions, keyword-rich
• Full transcript as page content
• Guest names and topics as entities

Asset Optimization Tool

python scripts/optimize_asset.py \
  --type [image|video|audio] \
  --description "Asset description" \
  --brand "BrandName" \
  --keywords "keyword1,keyword2"

Output:

• Optimized Alt Text
• Recommended filename
• Schema markup
• Discoverability score (Before/After)

Scoring

Factor	Weight	Best Practice
Descriptiveness	30%	Specific, detailed
Keyword presence	25%	Natural inclusion
Brand mention	20%	When relevant
Context	15%	Use case clear
Length	10%	100-150 chars for Alt

Discoverability Score: 0-10

• 8-10: Excellent
• 6-7: Good
• 4-5: Fair
• <4: Poor