2 categories · RankedIntel 471
Intel 471 is a threat intelligence platform that provides adversary-focused intelligence, including coverage of dark web sources and closed forums · intel471.com ↗
Why models recommend it
“Do you need deep dark‑web or underground intelligence? → Intel 471 or Flashpoint Ignite may be better.”GLM 4.7 FlashX · Comparative question · alternative
“Specialized in underground adversary tracking; high-fidelity operational intelligence.”Grok 4.20 · Comparative question · alternative
“Best for: Advanced persistent threat (APT) intelligence from adversary perspective”DeepSeek V4 Flash · Comparative question · alternative
“Best for: Adversary-focused intelligence”MiniMax M2.5 · Comparative question · alternative
What gives them pause
“Intel 471 or Flashpoint without a usability pilot. ... reported concerns include difficult navigation, limited integration breadth”Perplexity Sonar · Negative question · warning
“Platforms to evaluate carefully: Recorded Future, Flashpoint, Intel 471, Cyberint.”Qwen 3.7 Flash · Negative question · warning
Also on the shortlist
The products named in the same answers as Intel 471, over the 27 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 22 | 13 | View → | |
| 19 | 0 | View → | |
| 18 | 0 | View → | |
| 18 | 0 | View → | |
| 10 | 2 | View → | |
| 10 | 0 | View → | |
| 10 | 0 | View → | |
| 8 | 0 | View → | |
| 7 | 1 | View → | |
| 7 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Intel 471's own site, not checked by Gane.
- For
- cybersecurity teams worldwide
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
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 26 of the 27 answers that named Intel 471 and are not a share of its labels.
Domains cited
Sixty-nine of the eighty domain citations in answers naming Intel 471 came from a third party's page. Eleven 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
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 1 |
| Grok 4.20 | 0 | 1 | 1 | 0 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 539 | 10 | 2026-09-24 | ASM, RMM | |
| Podcast or video | 121 | undated | RMM | ||
| Webinar or virtual event | 95 | undated | |||
| Report or ebook | 81 | 0 | 2025-11-25 | ASM | |
| Case study | 20 | 2 | 2026-08-11 | RMM | |
| Comparison | 5 | 0 | 2024-08-28 | SIEM, EDR | |
| Conference or event | 4 | 0 | 2025-06-24 | ||
| Glossary or explainer | 1 | 0 | 2020-10-27 | ||
| News or press | 1 | 0 | 2020-10-13 |
Most recent
- 2026-09-242026 sans threat hunting survey adversaries prizing stealth over speed defenders cooling on ai blog
- 2026-09-10Follow the money the financial sectors threat landscape in 2026 blog
- 2026-09-01Chinese speaking threat actors targeting mexican android users with remote access trojan blog
- 2026-08-19A new era of bulletproof hosting providers emerge blog
- 2026-08-11Threat hunting case study the gentlemen case study
- 2026-08-04Introducing mcp471 and agent471 bringing intelligence into the ai workflows analysts use blog
How it is countedHide how it is counted
Every page intel471.com 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. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.