RRepoGEO

REPOGEO REPORT · LITE

sambecker/exif-photo-blog

Default branch main · commit 91091b63 · scanned 5/8/2026, 11:23:05 PM

GitHub: 1,674 stars · 384 forks

AI VISIBILITY SCORE
28 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
2 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface sambecker/exif-photo-blog, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition the README H1 and opening paragraph to clarify it's a Next.js starter kit

    Why:

    CURRENT
    # 📷 `EXIF` Photo Blog
    COPY-PASTE FIX
    # 📷 `EXIF` Photo Blog: A Next.js Starter Kit for Photographers

This repository provides a full-stack Next.js application template for building your own self-hosted photo blog, complete with automatic EXIF data extraction, AI-generated descriptions, and robust storage options.
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with your chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0).
  • mediumtopics#3
    Update repository topics to include audience and purpose-driven keywords

    Why:

    CURRENT
    ai, approuter, blob-storage, exif, minio, nextjs, ogimage, photography, postgresql, r2, s3, vercel
    COPY-PASTE FIX
    photography, photo-blog, exif, nextjs, vercel, ai-powered, image-gallery, self-hosted, starter-kit, postgresql, blob-storage, ogimage

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface sambecker/exif-photo-blog
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
SmugMug
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. SmugMug · recommended 1×
  2. Pixieset · recommended 1×
  3. Squarespace · recommended 1×
  4. Adobe Portfolio · recommended 1×
  5. WordPress.org · recommended 1×
  • CATEGORY QUERY
    How to build a personal photography website displaying image metadata like aperture and ISO?
    you: not recommended
    AI recommended (in order):
    1. SmugMug
    2. Pixieset
    3. Squarespace
    4. Adobe Portfolio
    5. WordPress.org
    6. Flothemes
    7. Envira Gallery
    8. ThemeForest
    9. NextGEN Gallery
    10. FooGallery
    11. Format

    AI recommended 11 alternatives but never named sambecker/exif-photo-blog. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What framework helps manage and display uploaded photos with AI descriptions and search?
    you: not recommended
    AI recommended (in order):
    1. Next.js
    2. Vercel AI SDK
    3. OpenAI API
    4. Cloudinary
    5. Algolia
    6. Google Gemini
    7. Strapi
    8. Elasticsearch
    9. Django
    10. Django REST Framework
    11. AWS S3
    12. PostgreSQL
    13. Ruby on Rails
    14. Active Storage
    15. Directus
    16. PhotoPrism

    AI recommended 16 alternatives but never named sambecker/exif-photo-blog. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of sambecker/exif-photo-blog?
    pass
    AI did not name sambecker/exif-photo-blog — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts sambecker/exif-photo-blog in production, what risks or prerequisites should they evaluate first?
    pass
    AI named sambecker/exif-photo-blog explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo sambecker/exif-photo-blog solve, and who is the primary audience?
    pass
    AI named sambecker/exif-photo-blog explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of sambecker/exif-photo-blog. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HTML
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sambecker/exif-photo-blog — RepoGEO report