Index › IT › Products › Shodan · November 2026 Edition
4 categories · Ranked

Shodan

Shodan is a search and monitoring tool for finding exposed services, used for attack surface management and threat intelligence · shodan.io ↗

#11Best rank (small business)
11/14Models named it
1First choices
6Warnings
November 2026 Edition · all company sizes counted.
Ranked inAttack surface management #11 small businessThreat intelligence platforms #36Digital risk protection #100OT and IoT security #92
What AI models recommend in ASM

Read the same way at every company size.

The standing depends on who is buying. Every model is asked the same questions for each company size.

Why models recommend it

“Other options to consider are Attack Surface Scan and Shodan Monitor, which are lightweight monitors”Llama 4 Maverick · Budget-constrained question · alternative
“Supplement with OSINT: Use Shodan (free tier)”Grok 4.20 · Budget-constrained question · alternative

What gives them pause

“it also found significant false positives in Shodan's *banner-based* detections”GPT-6 Luna · Negative question · warning

Also on the shortlist

The products named in the same answers as Shodan, over the 28 answers that named it, and how often each was the first choice instead.

A side-by-side page exists where both products are among a category's top eight.

At a glance

Stated on Shodan's own site, not checked by Gane.

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How this is measured

Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.

Gane sells AI visibility software. No company can pay to change a result.

Read the method →

Sources returned with these answers

The sites and pages the answers that named Shodan came back with. A fact about retrieval, not a cause of the answer.

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 20 of the 28 answers that named Shodan and are not a share of its labels.

Domains cited

g2.com10
attacksurfacescan.com9
upguard.com9
attaxion.com6
circleid.com5
gane.ai/indexpublisher (Gane)5
cyble.com4
ordr.net4
paloaltonetworks.com4
reddit.com4

Fifty-five of the sixty domain citations in answers naming Shodan came from a third party's page. Five were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on Shodan across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.500202
GPT-5.4 mini00000
Gemini 3.5 Flash00101
Perplexity Sonar00000
Grok 4.2001102
Mistral Small00000
DeepSeek V4 Flash00000
Llama 4 Maverick01001
Qwen 3.7 Flash00101
Kimi K200101
GLM 4.7 FlashX00000
MiniMax M2.500101
GPT-6 Luna00011
Muse Glimmer 30B00000

What it publishes

Addresses on shodan.io
133
subdomains included
Content
57
counted in the table below
Documentation
3
Product · Integration
0 · 0
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog5602024-08-07
Glossary or explainer1undated
How it is countedHide how it is counted

Every page shodan.io exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Read September 29, 2026.