RRepoGEO

REPOGEO REPORT · LITE

lord-alfred/ipranges

Default branch main · commit c161a982 · scanned 5/16/2026, 4:18:18 PM

GitHub: 1,055 stars · 156 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 lord-alfred/ipranges, 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 sentence to clarify it's a data repository

    Why:

    CURRENT
    # IPRanges

List all IP ranges from: Google (Cloud & GoogleBot), Bing (Bingbot), Amazon (AWS), Microsoft, Oracle (Cloud), DigitalOcean, GitHub, Facebook (Meta), Twitter, Linode, Telegram, OpenAI (GPTBot), CloudFlare, Vultr, Apple (Private Relay) and ProtonVPN with daily updates.
    COPY-PASTE FIX
    # IPRanges: Daily-Updated IP Range Data Files

This repository provides a comprehensive, daily-updated collection of IP range data files (IPv4 and IPv6 CIDRs) from major internet services like Google (Cloud & GoogleBot), Bing (Bingbot), Amazon (AWS), Microsoft, Oracle (Cloud), DigitalOcean, GitHub, Facebook (Meta), Twitter, Linode, Telegram, OpenAI (GPTBot), CloudFlare, Vultr, Apple (Private Relay) and ProtonVPN.
  • mediumtopics#2
    Add topics that explicitly describe the repo as a data source

    Why:

    CURRENT
    amazon-aws, azure, bing, bingbot, bug-bounty, bugbounty, cidr, cidr-ranges, digitalocean, facebook, google-cloud, googlebot, ip-ranges, iplist, microsoft, network-security, oracle, osint, pentesting, twitter
    COPY-PASTE FIX
    amazon-aws, azure, bing, bingbot, bug-bounty, bugbounty, cidr, cidr-ranges, digitalocean, facebook, google-cloud, googlebot, ip-ranges, iplist, microsoft, network-security, oracle, osint, pentesting, twitter, data-collection, data-files, public-ip-lists, network-data
  • lowcomparison#3
    Add a 'Why use IPRanges?' section to the README

    Why:

    COPY-PASTE FIX
    Add a new section to the README titled 'Why use IPRanges instead of official sources?' with content like: 'While official sources provide authoritative IP ranges, IPRanges offers a single, consolidated, and daily-updated collection of IP ranges from multiple providers, saving you the effort of aggregating and merging disparate lists. It also provides pre-merged CIDR lists for convenience.'

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 lord-alfred/ipranges
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
AWS IP Ranges
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. AWS IP Ranges · recommended 1×
  2. Azure IP Ranges and Service Tags · recommended 1×
  3. Google Cloud IP Ranges · recommended 1×
  4. Cloudflare IP Ranges · recommended 1×
  5. Akamai IP Ranges · recommended 1×
  • CATEGORY QUERY
    Need a reliable way to get current public IP ranges for various internet services.
    you: not recommended
    AI recommended (in order):
    1. AWS IP Ranges
    2. Azure IP Ranges and Service Tags
    3. Google Cloud IP Ranges
    4. Cloudflare IP Ranges
    5. Akamai IP Ranges
    6. MaxMind GeoIP2/GeoLite2 Databases
    7. APNIC/RIPE/ARIN/LACNIC/AFRINIC

    AI recommended 7 alternatives but never named lord-alfred/ipranges. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What is the best method to obtain consolidated IP block lists for major online platforms?
    you: not recommended
    AI recommended (in order):
    1. Cloudflare
    2. AWS
    3. Microsoft Azure
    4. Google Cloud
    5. Spamhaus
    6. Proofpoint
    7. CrowdStrike Falcon Intelligence
    8. AbuseIPDB
    9. Blocklist.de
    10. Emerging Threats
    11. Akamai
    12. Fastly

    AI recommended 12 alternatives but never named lord-alfred/ipranges. 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 lord-alfred/ipranges?
    pass
    AI named lord-alfred/ipranges explicitly

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

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

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

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