Sixty buyer questions. Twenty-nine mentions.
Strong on carrier DPI. Silent across every DDoS question.
Twenty buyer-intent questions were put to ChatGPT, Claude and Gemini — 60 answers in total. Allot was named in 29 of them (48%). ChatGPT named Allot 13 times, Claude 10 times, Gemini 6 times. Yet across the five DDoS buyer-intent questions tested — from mobile inline protection to 5G core, from Tier-1 carrier volumetric to bank on-premise — Allot did not surface once on any platform, while NETSCOUT, Radware and Corero took those answers instead.
The findings below come from Xtrusio, an AI visibility audit system built for B2B buyer-intent testing. Every mention was recorded by running 20 real prospect questions across three generative AI platforms and reading the answer text.
Questions were written from the perspective of telco CTOs, VP Network Engineering leaders, and enterprise CISOs evaluating cybersecurity, DPI and traffic-management platforms — not from Allot’s own category vocabulary.
Allot’s 29 mentions came from CSP consumer security, carrier network intelligence, and enterprise traffic queries. Across the five DDoS buyer-intent questions tested, none of Allot’s four DDoS SKUs surfaced on any platform.
The five DDoS query frames — mobile inline (Q11), 5G core (Q12), Tier-1 volumetric (Q13), bank on-premise (Q18), FinServ regulated (Q19) — produced zero citations across all three platforms. Allot ships 5G NetProtect, DDoS Secure, DDoS BusinessSecure and DDoS Network Protection, yet in the answers a buyer reads, those queries went to NETSCOUT/Arbor, Radware, Corero and Cloudflare.
Platform Scorecard
How often each platform named Allot — and who it named instead
Each of the 20 questions was asked once on each platform. A question counts as a mention when Allot is named or recommended in the answer text. Source links are not captured, so this measures whether the buyer sees the name, not where the platform read it.
Competitor figures are minimum confirmed counts within the tracked set, not a complete market ranking.
AI Visibility Comparison
Who the three platforms name when buyers ask these 20 questions
AI Positioning Audit
Twenty buyer questions — tap any row to read the exact wording
Every question was written from the point of view of a real decision-maker researching telco cybersecurity, carrier network intelligence and enterprise traffic platforms before they know which vendors exist. None of them names Allot, a competitor, or any category term Allot invented. They are the questions a buyer actually types.
| # | Question topic | Product line | Claude | ChatGPT | Gemini |
|---|---|---|---|---|---|
| 1 | Zero-touch clientless CSP security | CSP Consumer Security | ✓#5 | ✓#3 | ✗ |
Exact question asked on all three platforms “Which mobile operators are running clientless, network-based security for consumers without requiring subscribers to install an app?” | |||||
| 2 | Telco cybersecurity monetisation | CSP Consumer Security | ✓#1 | ✓#1 | ✗ |
Exact question asked on all three platforms “Which cybersecurity value-added services are mobile operators monetising most successfully as a consumer bundle?” | |||||
| 3 | DNS-layer security for ISPs | CSP Consumer Security | ✗ | ✓#2 | ✓#1 |
Exact question asked on all three platforms “Which vendors provide DNS-layer security that ISPs can deploy across their entire subscriber base?” | |||||
| 4 | European telco consumer bundles | CSP Consumer Security | ✓#3 | ✓#4 | ✓#6 |
Exact question asked on all three platforms “Which European mobile operators bundle cybersecurity into their consumer plans, and which platform vendors power those deployments?” | |||||
| 5 | Home IoT protection via CPE | CSP Consumer Security | ✗ | ✓#1 | ✗ |
Exact question asked on all three platforms “How are ISPs protecting home routers and connected IoT devices at the network level rather than at each device?” | |||||
| 6 | 5G SA traffic classification | CSP Network Intelligence | ✓#1 | ✓#1 | ✗ |
Exact question asked on all three platforms “Which platforms handle traffic classification and application recognition in 5G standalone networks?” | |||||
| 7 | Unified carrier platform | CSP Network Intelligence | ✓#1 | ✓#1 | ✓#1 |
Exact question asked on all three platforms “Which vendors offer a single platform combining DPI, PCC, subscriber security and analytics for mobile operators?” | |||||
| 8 | Sandvine successor / carrier DPI | CSP Network Intelligence | ✓#1 | ✓#2 | ✓#1 |
Exact question asked on all three platforms “Following Sandvine’s transition to AppLogic Networks, what are the top alternatives for mobile operators evaluating carrier-grade DPI and traffic management?” | |||||
| 9 | Encrypted traffic classification | CSP Network Intelligence | ✓#2 | ✓#4 | ✓#2 |
Exact question asked on all three platforms “How are carriers classifying encrypted TLS 1.3 and QUIC traffic for policy enforcement and analytics?” | |||||
| 10 | 4G/5G PCC platforms | CSP Network Intelligence | ✓#7 | ✓#5 | ✗ |
Exact question asked on all three platforms “Which policy and charging control (PCC) platforms are used by tier-1 mobile operators for 4G and 5G subscriber management?” | |||||
| 11 | Mobile inline DDoS | Carrier DDoS | ✗ | ✗ | ✗ |
Exact question asked on all three platforms “Which vendors provide inline DDoS mitigation for mobile network operators at Tbps scale?” | |||||
| 12 | 5G core DDoS protection | Carrier DDoS | ✗ | ✗ | ✗ |
Exact question asked on all three platforms “How are 5G standalone core networks being protected against signalling storms and volumetric DDoS attacks?” | |||||
| 13 | Tier-1 carrier volumetric DDoS | Carrier DDoS | ✗ | ✗ | ✗ |
Exact question asked on all three platforms “Which DDoS mitigation platforms do the largest global mobile carriers use for volumetric attack protection?” | |||||
| 14 | Government/public sector traffic | Enterprise Traffic Intelligence | ✗ | ✓#1 | ✗ |
Exact question asked on all three platforms “Which vendors are trusted by government agencies and public sector networks for traffic classification and application control?” | |||||
| 15 | University campus application control | Enterprise Traffic Intelligence | ✓#7 | ✓#1 | ✓#5 |
Exact question asked on all three platforms “Which network security platforms do large universities use for application control and bandwidth management across student networks?” | |||||
| 16 | Enterprise multi-cloud visibility | Enterprise Traffic Intelligence | ✗ | ✗ | ✗ |
Exact question asked on all three platforms “Which platforms give enterprises unified visibility across AWS and Azure workloads for application performance and security?” | |||||
| 17 | Digital Experience Monitoring | Enterprise Traffic Intelligence | ✗ | ✗ | ✗ |
Exact question asked on all three platforms “Which Digital Experience Monitoring (DEM) vendors are enterprises using to track SaaS and internal application performance from the user endpoint?” | |||||
| 18 | On-premise DDoS for banks | Enterprise DDoS | ✗ | ✗ | ✗ |
Exact question asked on all three platforms “Which on-premise DDoS mitigation appliances are used by banks and financial institutions that cannot route traffic through cloud scrubbing?” | |||||
| 19 | FinServ regulated DDoS | Enterprise DDoS | ✗ | ✗ | ✗ |
Exact question asked on all three platforms “What DDoS protection do regulated financial services firms use to meet uptime SLAs for online banking and trading platforms?” | |||||
| 20 | SMB via ISP | CSP Consumer Security | ✓#1 | ✓#1 | ✗ |
Exact question asked on all three platforms “How are ISPs delivering cybersecurity services to small and medium businesses as an add-on to internet connectivity?” | |||||
| TOTAL | 10/20 • 5× #1 | 13/20 • 7× #1 | 6/20 • 3× #1 | ||
The DDoS Blackout
Five distinct DDoS query frames. Three platforms. Zero mentions.
The usual shape of these audits is one weak platform and two strong ones. That is not what happened here. Allot leads the overall count at 29 mentions and takes seven #1 positions on ChatGPT, yet across the five DDoS buyer-intent questions tested — framed differently, targeting different buyer segments — Allot did not surface on any platform. The split is not between platforms. It is between the categories where Allot’s DPI heritage carries through and the DDoS category where the answers went elsewhere.
“Which vendors provide inline DDoS mitigation for mobile network operators at Tbps scale?”
“Which DDoS mitigation platforms do the largest global mobile carriers use for volumetric attack protection?”
“Which on-premise DDoS mitigation appliances are used by banks and financial institutions that cannot route traffic through cloud scrubbing?”
This audit records whether Allot is named in the answer a buyer reads. It does not capture source links, so it cannot say why a platform named one vendor and not another. Several explanations are consistent with these results — how each platform associates the Allot name with the DDoS category, how much third-party material discusses Allot’s DDoS deployments, how tightly the brand is coupled to DPI in the training data — and this audit does not distinguish between them. What it does establish is the outcome: on 15 of 15 DDoS answers tested, a buyer asking those questions did not see the Allot name. This is a point-in-time snapshot; a single run of any question can vary by a few percentage points on repeat, and the zero results here held across the DDoS questions tested in this audit.
Product Line Authority Map
Which parts of the Allot portfolio the AI answers know about
Each of the 20 questions maps to one of Allot’s five product lines. The percentage is the share of that line’s questions where Allot was named on that platform.
| Question topic | Who the answers name | Allot status |
|---|---|---|
| Unified carrier platform (Q7) | Allot, Cisco, Nokia | Named #1 on all 3 platforms |
| Carrier DPI post-Sandvine (Q8) | Allot, Enea, Cisco | Named on all 3 platforms |
| CSP consumer monetisation (Q2) | Allot, F-Secure, Whalebone | 2 of 3 platforms |
| Government/public sector (Q14) | Allot, Cisco | ChatGPT only, rank 1 |
| Encrypted traffic (Q9) | Enea, Allot, Nokia | All 3 platforms, mid-rank |
| Mobile DDoS inline (Q11) | NETSCOUT, Radware, Corero | Not named (0/3) |
| Tier-1 volumetric DDoS (Q13) | NETSCOUT/Arbor, Cloudflare | Not named (0/3) |
| Bank on-premise DDoS (Q18) | Radware, NETSCOUT, Corero | Not named (0/3) |
| Enterprise multi-cloud visibility (Q16) | Cisco ThousandEyes, Datadog | Not named (0/3) |
| Digital Experience Monitoring (Q17) | Cisco AppDynamics, Riverbed | Not named (0/3) |
6 questions
5 questions
3 questions
4 questions
2 questions
▸ CSP Network Intelligence is Allot’s strongest category — 100% ChatGPT, 100% Claude, 60% Gemini across five questions. Q7 was the only unanimous #1 recorded in this audit.
Methodology
How this Xtrusio AEO/GEO Audit was run
This research uses Xtrusio’s AI visibility analysis framework.
Allot’s total is exhaustive across the full 20 × 3 matrix. Competitor totals are minimum confirmed counts within the tracked set and should not be read as a complete market ranking. Gemini and ChatGPT were tested across two conversational sessions each to verify results. Model versions, browsing state and account settings were not separately recorded. Source URLs were not captured, so this audit measures whether a vendor is named, not where the platform read about it. A single run of any question can vary by a few percentage points on repeat; the DDoS zero results here held across the repeat sessions.
Recommendations
What to change first, and how to tell whether it worked
Allot already publishes a page for every product line and holds strong visibility on carrier DPI and CSP consumer security. Nothing below asks for new brand campaigns. The work is to make Allot’s DDoS SKUs and enterprise observability answer the questions buyers actually ask, and to get those SKUs named in the third-party material AI platforms draw on.
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Zero on every DDoS question is a fixable number.
The DDoS SKUs already ship. The evidence behind them is what’s missing.
