When a network architect asks which NGFW to standardise on or which NDR platform catches lateral movement, the answer arrives as three or four vendor names. GrackerAI tracks those answers across every engine and shows you which of your pages would have to change to be one of them.
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NGFW, NDR, IDS/IPS and SD-WAN are how this market actually names itself, and a model that cannot place you cleanly inside one of them will not produce you for the query. Category placement is the whole game before feature depth ever matters.
Prompt Topics splits NGFW, NDR, IDS/IPS and SD-WAN into separate topics, so you can see the category you quietly lose rather than one blended score across all of them.
Competitor Monitoring tracks every vendor the engines name across your categories, so a rival's move shows up as a change in the shortlist rather than as a surprise in pipeline.
CVE, CWE, ATT&CK, CAPEC and NIST references on your pages are resolved against the body that issued them, and an active-exploit claim is checked against CISA's Known Exploited Vulnerabilities catalog.
Identifiers are resolved before a draft is written, and anything the model produced that is not in that resolved set is stripped out before the page publishes.
New vulnerabilities and security news are swept on a schedule, scored for exploitability and for how closely they touch your products, and the survivors become monitored prompts automatically.
Security prompts over-index on Perplexity and Claude, so weight both on any monitor group covering this vertical.
| Prompt category | Example query | Where it lands most |
|---|---|---|
| Category | Best NGFW for a distributed enterprise | ChatGPTPerplexity |
| Detection | How to detect lateral movement on an east-west network | ClaudePerplexity |
| Architecture | SD-WAN or SASE for thirty branch offices | PerplexityClaude |
| Integration | NDR platforms that forward cleanly into Splunk | ChatGPTClaude |
| Replacement | Alternatives to a legacy IDS/IPS appliance estate | ChatGPTPerplexity |
If a model cannot place you inside NGFW or NDR confidently, it will not produce you for the category query that starts most evaluations. Monitor each acronym separately and publish the page that makes the placement unambiguous.
Explore Prompt Topics →Throughput and detection figures get quoted from whoever published them. If that is a third-party lab summary rather than you, the framing is set by someone else. Citations shows you who is currently supplying the number.
Explore LLM Citations →Branch, data-centre and cloud-edge buyers get different answers to the same category question. Diagnosis shows which deployment context you are absent from and what page would have to exist to change it.
Explore Diagnosis →A vulnerability in a widely deployed network appliance compresses a quarterly evaluation into a week. Automated sweeps surface the ones touching your category so coverage ships while buyers are still reading.
Explore Content Engine →| Stage | What you use |
|---|---|
| Diagnose Find where you are missing today | AI Prompt Mining AI Monitoring AI Visibility Score |
| Explain Understand why a prompt goes to someone else | Visibility Diagnosis LLM Citations Competitor Monitoring |
| Fix Turn findings into published pages | Technical AEO Audit Recommendation Engine Content Engine |
| Ship Get it live and keep it moving | Tasks WordPress Publishing AI Search Analytics |
Questions B2B SaaS teams ask before getting started
The same all 10 AI engines it tracks for every vertical: ChatGPT, Perplexity, Google AI Mode, Google AI Overviews, Gemini, Microsoft Copilot, DeepSeek, Brave Leo, Grok and Claude. Coverage is by plan — 3 engines on Starter, 4 on Scale and all 10 on Enterprise.
Monitors are built per category acronym rather than as one blended security score, security identifiers are resolved against the issuing authorities, and new CVEs affecting network appliances become monitored prompts automatically.
Monitoring starts returning answers on the first run, so you can see where you stand immediately. Movement in citations follows publishing, which depends on how fast you ship the fixes the audit and diagnosis hand you.
No. Classic SEO governs ranking; AEO and GEO govern whether a model quotes you. The technical audit overlaps with an SEO audit in places, but the citation work sits alongside what you already do rather than replacing it.
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