RRepoGEO

REPOGEO REPORT · LITE

facebookarchive/duckling_old

Default branch master · commit bf5bb975 · scanned 5/22/2026, 1:22:49 AM

GitHub: 1,322 stars · 210 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
33 /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
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 facebookarchive/duckling_old, 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
    Refine the main description to explicitly state Clojure and specific entity types

    Why:

    CURRENT
    Duckling is a Clojure library that parses text into structured data:
    COPY-PASTE FIX
    Duckling is a Clojure library for parsing natural language text into structured data, specifically designed for extracting common entities like dates, times, numbers, and durations.
  • mediumreadme#2
    Add a section to the README clarifying the license

    Why:

    COPY-PASTE FIX
    ## License

The `LICENSE` file in this repository contains the specific terms under which Duckling is distributed. Please refer to this file for full details.
  • lowtopics#3
    Add more specific topics related to entity extraction and temporal parsing

    Why:

    CURRENT
    nlp, nlu, parser
    COPY-PASTE FIX
    nlp, nlu, parser, entity-extraction, temporal-parsing, date-parsing, time-parsing, clojure

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 facebookarchive/duckling_old
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
facebook/duckling
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. facebook/duckling · recommended 1×
  2. explosion/spaCy · recommended 1×
  3. joestelmach/natty · recommended 1×
  4. dateutil/dateutil · recommended 1×
  5. microsoft/Recognizers-Text · recommended 1×
  • CATEGORY QUERY
    How to extract structured entities like dates and times from natural language text?
    you: not recommended
    AI recommended (in order):
    1. Duckling (facebook/duckling)
    2. spaCy (explosion/spaCy)
    3. Natty (joestelmach/natty)
    4. Dateutil (dateutil/dateutil)
    5. Microsoft Recognizers for Text (microsoft/Recognizers-Text)
    6. Stanford CoreNLP (stanfordnlp/CoreNLP)
    7. Regular Expressions

    AI recommended 7 alternatives but never named facebookarchive/duckling_old. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best open-source libraries for natural language date and time parsing?
    you: not recommended
    AI recommended (in order):
    1. dateparser
    2. parsedatetime
    3. Chrono
    4. SUTime
    5. Natty
    6. Chronic

    AI recommended 6 alternatives but never named facebookarchive/duckling_old. 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 facebookarchive/duckling_old?
    pass
    AI named facebookarchive/duckling_old explicitly

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

  • If a team adopts facebookarchive/duckling_old in production, what risks or prerequisites should they evaluate first?
    pass
    AI named facebookarchive/duckling_old 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 facebookarchive/duckling_old solve, and who is the primary audience?
    pass
    AI did not name facebookarchive/duckling_old — 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

Drop this badge into the README of facebookarchive/duckling_old. 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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facebookarchive/duckling_old — 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