RRepoGEO

REPOGEO REPORT · LITE

sambecker/exif-photo-blog

Default branch main · commit a11560b4 · scanned 6/18/2026, 6:07:56 PM

GitHub: 1,693 stars · 384 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
22 /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
1 / 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's opening to clarify the repo's purpose

    Why:

    CURRENT
    # 📷 `EXIF` Photo Blog

https://github.com/sambecker/exif-photo-blog/assets/169298/4253ea54-558a-4358-8834-88943cfbafb4

[](https://vercel.com/new/sambecker-pro/clone?demo-description=Store%20photos%20with%20original%20camera%20data&demo-image=%2F%2Fimages.ctfassets.net%2Fe5382hct74si%2F39rys245Px3FVBGRJNYEON%2Fbf68d5c052bda9e9e5bec21878764bc3%2Fimage.png&demo-title=Photo%20Blog&demo-url=https%3A%2F%2Fphotos.sambecker.com&from=templates&project-name=Photo%20Blog&repository-name=exif-photo-blog&repository-url=https%3A%2F%2Fgithub.com%2Fsambecker%2Fexif-photo-blog&skippable-integrations=1&stores=%5B%7B%22type%22%3A%22postgres%22%7D%2C%7B%22type%22%3A%22blob%22%7D%5D&teamCreateStatus=hidden)

🎬  Demo
    COPY-PASTE FIX
    # 📷 `EXIF` Photo Blog

An open-source, self-hostable photo blog platform built with Next.js, designed for photographers to showcase images with detailed EXIF data and AI-generated descriptions.

https://github.com/sambecker/exif-photo-blog/assets/169298/4253ea54-558a-4358-8834-88943cfbafb4

[](https://vercel.com/new/sambecker-pro/clone?demo-description=Store%20photos%20with%20original%20camera%20data&demo-image=%2F%2Fimages.ctfassets.net%2Fe5382hct74si%2F39rys245Px3FVBGRJNYEON%2Fbf68d5c052bda9e9e5bec21878764bc3%2Fimage.png&demo-title=Photo%20Blog&demo-url=https%3A%2F%2Fphotos.sambecker.com&from=templates&project-name=Photo%20Blog&repository-name=exif-photo-blog&repository-url=https%3A%2F%2Fgithub.com%2Fsambecker%2Fexif-photo-blog&skippable-integrations=1&stores=%5B%7B%22type%22%3A%22postgres%22%7D%2C%7B%22type%22%3A%22blob%22%7D%5D&teamCreateStatus=hidden)

🎬  Demo
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the root of the repository, choosing a standard open-source license like MIT or Apache-2.0.
  • mediumtopics#3
    Add more user-centric topics to improve category visibility

    Why:

    CURRENT
    ai, approuter, blob-storage, exif, minio, nextjs, ogimage, photography, postgresql, r2, s3, vercel
    COPY-PASTE FIX
    ai, exif, nextjs, photography, vercel, photo-blog, photo-gallery, image-management, web-application, exif-data

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
Next.js
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Next.js · recommended 1×
  2. exif-js · recommended 1×
  3. piexifjs · recommended 1×
  4. Jekyll · recommended 1×
  5. mini_exiftool · recommended 1×
  • CATEGORY QUERY
    How to display photo metadata like aperture, shutter speed, and ISO in a web gallery?
    you: not recommended
    AI recommended (in order):
    1. Next.js
    2. exif-js
    3. piexifjs
    4. Jekyll
    5. mini_exiftool
    6. exifr
    7. jekyll-exif
    8. Hugo
    9. exiftool
    10. WordPress
    11. Envira Gallery
    12. FooGallery
    13. PhotoPrism
    14. Piwigo

    AI recommended 14 alternatives but never named sambecker/exif-photo-blog. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a platform to manage photos, extract camera data, and generate AI descriptions.
    you: not recommended
    AI recommended (in order):
    1. Adobe Lightroom Classic
    2. Adobe Lightroom

    AI recommended 2 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 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?

Embed your GEO score

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sambecker/exif-photo-blog — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite