RRepoGEO

REPOGEO REPORT · LITE

ericciarla/trendFinder

Default branch main · commit b8098dad · scanned 5/26/2026, 1:02:36 AM

GitHub: 4,013 stars · 438 forks

AI VISIBILITY SCORE
35 /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
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 ericciarla/trendFinder, 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 to specify its category and audience

    Why:

    CURRENT
    # Trend Finder 🔦
    COPY-PASTE FIX
    # Trend Finder 🔦: AI-Powered Social Media & Web Trend Monitoring for Marketing Teams
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    social-media-monitoring, trend-analysis, ai, marketing-automation, slack-notifications, discord-notifications, web-scraping, influencer-marketing
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://www.youtube.com/watch?v=puimQSun92g

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 ericciarla/trendFinder
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Brandwatch
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Brandwatch · recommended 2×
  2. Meltwater · recommended 2×
  3. Talkwalker · recommended 2×
  4. Hootsuite Insights · recommended 2×
  5. Sprout Social · recommended 2×
  • CATEGORY QUERY
    How can I automate monitoring social media and web for emerging trends and product launches?
    you: not recommended
    AI recommended (in order):
    1. Brandwatch
    2. Meltwater
    3. Talkwalker
    4. Google Alerts
    5. Hootsuite Insights
    6. Sprout Social
    7. Mention

    AI recommended 7 alternatives but never named ericciarla/trendFinder. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools use AI to identify social media trends and notify marketing teams?
    you: not recommended
    AI recommended (in order):
    1. Brandwatch
    2. Talkwalker
    3. Sprout Social
    4. Meltwater
    5. Hootsuite Insights
    6. NetBase Quid

    AI recommended 6 alternatives but never named ericciarla/trendFinder. 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 ericciarla/trendFinder?
    pass
    AI named ericciarla/trendFinder explicitly

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

  • If a team adopts ericciarla/trendFinder in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ericciarla/trendFinder 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 ericciarla/trendFinder solve, and who is the primary audience?
    pass
    AI named ericciarla/trendFinder 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 ericciarla/trendFinder. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/ericciarla/trendFinder.svg)](https://repogeo.com/en/r/ericciarla/trendFinder)
HTML
<a href="https://repogeo.com/en/r/ericciarla/trendFinder"><img src="https://repogeo.com/badge/ericciarla/trendFinder.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

ericciarla/trendFinder — 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