geo-multimodal-tagger
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
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