RRepoGEO

REPOGEO REPORT · LITE

spaansba/ForesightJS

Default branch main · commit dca5ad22 · scanned 5/28/2026, 12:57:23 AM

GitHub: 1,522 stars · 34 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 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 spaansba/ForesightJS, 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
    Emphasize unique prediction mechanism in README's opening

    Why:

    CURRENT
    ForesightJS is a lightweight JavaScript library that predicts user intent to prefetch content before it's needed.
    COPY-PASTE FIX
    ForesightJS is a lightweight JavaScript library that predicts user intent *based on real-time mouse movements and keyboard navigation* to prefetch content before it's needed.
  • mediumtopics#2
    Add more specific topics related to user behavior prediction

    Why:

    CURRENT
    keyboard-tracking, mouse-tracking, performance-optimization, prefetching
    COPY-PASTE FIX
    keyboard-tracking, mouse-tracking, performance-optimization, prefetching, user-behavior-prediction, client-side-analytics, intent-prediction
  • mediumreadme#3
    Move 'unmaintained' notice to the top of the README

    Why:

    COPY-PASTE FIX
    Move the existing statement 'This project is no longer actively maintained. I recommend using a more robust…' to be the first line of text after the main H1 title in the README.

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 spaansba/ForesightJS
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Prefetch.js
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Prefetch.js · recommended 2×
  2. Guess.js · recommended 1×
  3. Quicklink · recommended 1×
  4. InstantClick · recommended 1×
  5. Next.js · recommended 1×
  • CATEGORY QUERY
    How to improve website performance by prefetching resources based on user behavior?
    you: not recommended
    AI recommended (in order):
    1. Guess.js
    2. Quicklink
    3. Prefetch.js
    4. InstantClick
    5. Next.js
    6. Gatsby.js
    7. DNS-Prefetch
    8. Preconnect
    9. Prefetch
    10. Preload

    AI recommended 10 alternatives but never named spaansba/ForesightJS. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a lightweight JavaScript library to predict user intent for smart preloading.
    you: not recommended
    AI recommended (in order):
    1. Guess.js (guess-js/guess)
    2. Quicklink (GoogleChromeLabs/quicklink)
    3. Instant.page (instantpage/instant.page)
    4. Prefetch.js

    AI recommended 4 alternatives but never named spaansba/ForesightJS. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    pass

  • 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 spaansba/ForesightJS?
    pass
    AI named spaansba/ForesightJS explicitly

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

  • If a team adopts spaansba/ForesightJS in production, what risks or prerequisites should they evaluate first?
    pass
    AI named spaansba/ForesightJS 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 spaansba/ForesightJS solve, and who is the primary audience?
    pass
    AI named spaansba/ForesightJS explicitly

    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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MARKDOWN (README)
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HTML
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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite