AI Visibility Audit
Peec AI data, 27 July 2026 – 25 August 2026 (30 days, 1,913 chats across 20 tracked prompts)
Brand visibility & position vs competitors
Share of AI chats that mention each brand, and the average rank the brand holds when it does appear. AirMDR sits at 1.05% visibility — the bottom of the tracked set — despite ranking 3.4 on average, better than four of its five competitors.
| Brand | Visibility | Avg. Position |
|---|---|---|
| Red Canary | 20.96% | 3.5 |
| Dropzone AI | 17.15% | 2.8 |
| Huntress | 14.38% | 5.2 |
| Prophet Security | 10.35% | 3.8 |
| UnderDefense | 4.91% | 3.7 |
| AirMDR ★ | 1.05% | 3.4 |
Visibility = % of AI chats that mention the brand; higher is better. Avg. Position = average rank when the brand appears in an answer; lower is better. ★ = AirMDR
Prompt-level visibility
| Prompt | Visibility |
|---|---|
| I am a CISO at a mid-market company. What are the best agentic AI MDR providers that combine autonomous investigation with human analyst oversight? | 15.63% |
| I am a service delivery manager at an MSSP. What are the best ways to automate Tier 1 alert triage across multiple client tenants? | 3.13% |
| I am a CISO preparing for a SOC 2 audit. What detection and response services provide audit-ready investigation evidence for every alert? | 2.08% |
| What are the best ways to automate security alert triage and SOC operations without building SOAR playbooks? | 0.00% |
| I am an IT director at a company with no dedicated security team. Should I buy a managed detection and response service or build an in-house SOC? | 0.00% |
| What are the best AI SOC platforms for automating alert triage and investigation? | 0.00% |
| What does managed detection and response cost, and how do MDR providers price their services? | 0.00% |
| I am a cloud security lead at a mid-market technology company. What are the best managed services for detecting and responding to cloud and identity threats? | 0.00% |
| I am a CISO at a mid-sized SaaS company with a two-person security team. What are the best managed detection and response services for companies like mine? | 0.00% |
| I am a security leader at a mid-sized company that needs round-the-clock coverage. What are the best options for 24/7 threat monitoring without hiring a night shift? | 0.00% |
Top domains retrieved
These are the domains AI engines pull from when answering your category's prompts, and the tracked brands mentioned alongside them.
| Domain | Citations | Retrievals | Brands |
|---|---|---|---|
| underdefense.com | 683 | 542 | Red Canary, UnderDefense, Dropzone AI, Huntress, Prophet Security |
| expel.com | 555 | 379 | Red Canary |
| paloaltonetworks.com | 469 | 343 | Red Canary, Dropzone AI, Prophet Security |
| huntress.com | 416 | 341 | Red Canary, Huntress, UnderDefense |
| kaseya.com | 405 | 317 | Red Canary, Huntress |
| d3security.com | 414 | 291 | Dropzone AI, Prophet Security, UnderDefense |
| rapid7.com | 405 | 275 | — |
| prophetsecurity.ai | 289 | 267 | Prophet Security, Red Canary |
| expertinsights.com | 558 | 247 | Red Canary, Huntress, Dropzone AI, Prophet Security |
| microsoft.com | 607 | 244 | Red Canary, Huntress |
Top URLs retrieved
The individual pages AI engines reach for most, grouped by domain. Every row links straight to the source.
underdefense.com
| URL | Title | Cit. | Retr. | Brands |
|---|---|---|---|---|
| https://underdefense.com/blog/agentic-soc-platforms | 8 Best Agentic AI SOC Platforms for 2026: Comparison of AI-Powered Security Operations Vendors | 76 | 81 | UnderDefense, Red Canary, Dropzone AI, Huntress |
| https://underdefense.com/blog/ai-soc-for-mid-market | Best AI SOC for Mid-Market: 8 Providers Scored, Priced, Ranked | 70 | 66 | UnderDefense, Red Canary |
| https://underdefense.com/blog/incident-response-automation-tools | 11 Best Incident Response Automation Tools in 2026: SOAR, XDR & Agentic AI Compared | 61 | 58 | UnderDefense, Red Canary |
| https://underdefense.com/blog/best-managed-siem-for-saas-companies | Best Cloud SIEM for SaaS: 9 Providers Compared on Response, Not Just Alerts | 34 | 49 | UnderDefense, Red Canary |
| https://underdefense.com/mdr-pricing | MDR Pricing | Managed Detection & Response Cost in 2025 | 44 | 49 | UnderDefense, Red Canary |
expel.com
| URL | Title | Cit. | Retr. | Brands |
|---|---|---|---|---|
| https://expel.com/cyberspeak/mdr-pricing-cost | How much does managed detection and response cost? | Expel CyberSpeak Glossary | 132 | 111 | — |
| https://expel.com/cyberspeak/mdr-vs-soc-difference | MDR vs. SOC | Expel CyberSpeak Glossary | 42 | 74 | — |
| https://expel.com/services/managed-detection-response | Managed Detection and Response Services | Expel MDR | 96 | 65 | — |
| https://expel.com | Leading managed detection & response (MDR) security services | Expel | 31 | 58 | — |
| https://expel.com/cyberspeak/what-is-managed-detection-response | What is managed detection and response (MDR)? | Expel CyberSpeak Glossary | 13 | 34 | — |
paloaltonetworks.com
| URL | Title | Cit. | Retr. | Brands |
|---|---|---|---|---|
| https://paloaltonetworks.com/cyberpedia/ai-soc-tools-comparison | Best AI SOC Tools: Top 10 Platforms for 2026 (Compared) | 278 | 170 | Prophet Security, Dropzone AI |
| https://paloaltonetworks.com/cyberpedia/soar-tools-comparison | Best SOAR Tools for 2026: Compare 10 Leading Platforms | 32 | 28 | — |
| https://paloaltonetworks.com/cyberpedia/what-is-mdr-vs-edr | What is the Difference Between EDR vs MDR? | 32 | 28 | — |
| https://paloaltonetworks.com/cyberpedia/mdr-solutions | How To Evaluate MDR Solutions | 4 | 25 | Red Canary |
| https://paloaltonetworks.com/cyberpedia/arctic-wolf-competitors-and-alternatives | Best Arctic Wolf Competitors & Alternatives in 2026 | 5 | 18 | — |
Recommendation
AirMDR's AI visibility problem is a content-inventory problem, not an authority problem. UnderDefense outranks Microsoft and Palo Alto on retrievals at DR 48, purely by publishing ranked comparison listicles and transparent pricing. AirMDR has neither.
- 1
Build an onsite comparison cluster.
Segment-specific "best AI SOC / MDR for [mid-market, MSSP, lean teams] 2026" listicles that include competitors honestly, in the format the engines demonstrably retrieve. The single most-retrieved page in the entire dataset is Palo Alto's AI SOC tools listicle — 170 retrievals, 278 citations.
- 2
Ungate pricing.
Publish the $4-vs-$10 per-alert economics as a public, indexable page. Pricing queries are the highest-retrieval page type for two of the top three domains.
- 3
Build a question-per-URL glossary cluster.
Modeled on Expel's CyberSpeak, which accumulates 379 retrievals across many small question-shaped pages.
Defend "agentic AI MDR" immediately — it is the only term AirMDR wins on, and Expel is already publishing against it. Add Reddit participation as a supporting motion: it carries a 1.75 citation rate, higher than eight of the top ten domains, and is one of only five domains where AirMDR already appears. Skip YouTube and LinkedIn — YouTube is marginal at 133 retrievals and LinkedIn is absent from the top 50 entirely.
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