Dataset size
The latest Service Mesh Tools run found 12 recommended brands and 25 cited sources in AI answers.
Service Mesh Tools
This weekly AI Brand Index shows how AI tools answer buyer questions in the Service Mesh Tools category. SupaIntent asks each LLM the same question: which brands are the most visible, significant, and recommended in that niche. Each system returns its own top. We track which brands are recommended, which sources are cited, and how rankings change week over week. Use it to see the freshest AI visibility data for this category.
Updated 4 October 2026
Brands
Category coverage
12
ranked across AI engines
Sources
Evidence base
25
domains cited in answers
Brand sites
Official share
20%
from brand-owned domains
AI model filter
Position history
Position history chart for the top brands in this AI Brand Index category. Lower rank numbers mean stronger visibility.
| Brand | Latest rank |
|---|---|
| Istio | 1 |
| Linkerd | 2 |
| Consul | 3 |
| Cilium | 4 |
| Kong Mesh | 5 |
AWS App MeshWhat AI tools say about Service Mesh Tools
Movement
What changed this week?
Istio held the top position, but the ranking below it moved sharply: Linkerd entered the top 10 this week, while AWS App Mesh dropped at least three positions.
Sources
Which sources shape AI answers?
No single publisher dominates. The most cited sources are Gartner, Servicemesh and Modelsagree, which means the citation field is open.
Citation-ready
Key facts from this AI Brand Index report
Current leader
Istio ranks #1 for Service Mesh Tools in the latest SupaIntent AI Brand Index run.
Top brands
Istio, Linkerd, and Consul lead Service Mesh Tools across AI answers from ChatGPT, Google AI Mode, Gemini and Perplexity.
Brand sites
Gartner, Servicemesh, and Modelsagree are the most cited brand sites in this category.
Weekly movement
Top 10 onlyEntered the index
New in the top 10
Linkerd#2
Biggest gains
Moved up this week
Solo.io4 to #6
OpenShift Service Mesh4 to #10
Kong Mesh3 to #5
Biggest losses
Moved down this week
Unchanged at the top
Leader held position
Istiostayed #1
Rank history
Weekly rank changes for the current top 10
| Rank | Brand | Previous | Current | Change | Best |
|---|---|---|---|---|---|
| #1 | #1 | #1 | 0 | #1 | |
| #2 | New | #2 | New | #2 | |
| #3 | #3 | #3 | 0 | #2 | |
| #4 | #4 | #4 | 0 | #3 | |
| #5 | #8 | #5 | 3 | #4 | |
| #6 | #10 | #6 | 4 | #4 | |
| #7 | #5 | #7 | 2 | #4 | |
| #8 | #7 | #8 | 1 | #5 | |
| #9 | AWS App Mesh | #6 | #9 | 3 | #4 |
| #10 | #14 | #10 | 4 | #7 |
Current brand snapshot
12 brands
| # | Pos. | Brand |  ChatGPT |  Google AI Mode |  Gemini |  Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | 0 | #1 | #1 | #1 | - | | |
| 2 | New | #2 | #2 | #2 | - | | |
| 3 | 0 | #4 | #3 | #3 | - | | |
| 4 | 0 | #3 | #4 | #4 | - | | |
| 5 | +3 | #5 | #6 | #5 | - | | |
| 6 | +4 | #7 | #5 | #6 | - | | |
| 7 | -2 | #6 | #9 | #9 | - | | |
| 8 | -1 | #10 | #8 | #7 | - | | |
| 9 | -3 | - | #7 | #8 | - | | |
| 10 | +4 | #8 | - | - | - | | |
| 11 | +2 | - | #10 | #10 | - | | |
| 12 | -1 | #9 | - | - | - | |
Position history
Position history chart for the top brands in this AI Brand Index category. Lower rank numbers mean stronger visibility.
| Brand | Latest rank |
|---|---|
| Istio | 1 |
| Linkerd | 2 |
| Cilium | 3 |
| Consul | 4 |
| Kong Mesh | 5 |
Current brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | 0 | #1 | - | - | - | | |
| 2 | New | #2 | - | - | - | | |
| 3 | +1 | #3 | - | - | - | | |
| 4 | -1 | #4 | - | - | - | | |
| 5 | +3 | #5 | - | - | - | | |
| 6 | -1 | #6 | - | - | - | | |
| 7 | +3 | #7 | - | - | - | | |
| 8 | +1 | #8 | - | - | - | | |
| 9 | 0 | #9 | - | - | - | | |
| 10 | 0 | #10 | - | - | - | |
Position history
Position history chart for the top brands in this AI Brand Index category. Lower rank numbers mean stronger visibility.
| Brand | Latest rank |
|---|---|
| Istio | 1 |
| Linkerd | 2 |
| Consul | 3 |
| Cilium | 4 |
| Solo.io | 5 |
AWS App MeshCurrent brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | 0 | - | #1 | - | - | | |
| 2 | New | - | #2 | - | - | | |
| 3 | +1 | - | #3 | - | - | | |
| 4 | -1 | - | #4 | - | - | | |
| 5 | +5 | - | #5 | - | - | | |
| 6 | 0 | - | #6 | - | - | | |
| 7 | 0 | - | #7 | - | - | | |
| 8 | -2 | - | #8 | - | - | | |
| 9 | -4 | - | #9 | - | - | | |
| 10 | -1 | - | #10 | - | - | |
Current source snapshot
4 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 5 | | |
| 2 | 3 | | |
| 3 | SoloOfficial | 1 | |
| 4 | 1 | |
Position history
Position history chart for the top brands in this AI Brand Index category. Lower rank numbers mean stronger visibility.
| Brand | Latest rank |
|---|---|
| Istio | 1 |
| Linkerd | 2 |
| Consul | 3 |
| Cilium | 4 |
| Kong Mesh | 5 |
AWS App MeshCurrent brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | 0 | - | - | #1 | - | | |
| 2 | New | - | - | #2 | - | | |
| 3 | 0 | - | - | #3 | - | | |
| 4 | 0 | - | - | #4 | - | | |
| 5 | 0 | - | - | #5 | - | | |
| 6 | +1 | - | - | #6 | - | | |
| 7 | -1 | - | - | #7 | - | | |
| 8 | 0 | - | - | #8 | - | | |
| 9 | 0 | - | - | #9 | - | | |
| 10 | 0 | - | - | #10 | - | |
Current source snapshot
6 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 4 | | |
| 2 | 4 | | |
| 3 | 4 | | |
| 4 | 3 | | |
| 5 | 3 | | |
| 6 | SoloOfficial | 1 | |
Common AI search questions about Service Mesh Tools
Q1
Who leads Service Mesh Tools in AI answers?
Istio is the most recommended service mesh tools brand in the latest AI Brand Index run. The next highest-ranked brands are Linkerd and Consul. Per-engine leader data is not available for this run.
Q2
Which cited sources are used for Service Mesh Tools?
The most cited sources for service mesh tools recommendations are Gartner, Servicemesh and Modelsagree, out of 25 tracked sources. No single publisher dominates. The most cited sources are Gartner, Servicemesh and Modelsagree, which means the citation field is open.
Q3
How fresh is this Service Mesh Tools ranking?
The AI Brand Index updates every Sunday. In the latest run, Linkerd entered the top 10 and Solo.io, OpenShift Service Mesh, Kong Mesh and AWS App Mesh moved three or more positions in the service mesh tools index.
How to cite this report
Cite the canonical SupaIntent report page when referencing this AI visibility ranking.
SupaIntent AI Brand Index: Service Mesh Tools. https://supaintent.com/ai-brand-index/security-cloud-security-software-service-mesh-tools
Report data
Download the same ranking data used by the chart, tables and Dataset schema.
AI Brand Index methodology
Rankings use collected AI answers, cited sources, brand-site matching, and provider-level position history.
- SupaIntent measures buying-intent AI answers across ChatGPT, Google AI Mode, Gemini and Perplexity.
- This report uses the latest observed AI answers for Service Mesh Tools, including 12 recommended brands and 25 cited sources.
- Brand sites are identified from official domains and subdomains, then separated from review, community and publisher sources.
- Weekly movement compares the latest rank with the previous collected position for each brand.
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