# Tailscale AI visibility in Developer Tunnels & Localhost Ingress

Canonical: https://devtune.ai/verticals/developer-tunnels-localhost-ingress/tailscale

[Website](https://tailscale.com/)

Updated: 2026-10-20T19:59:26.101586+00:00
Prompts: 25
Runs: 6


## Platforms

- google-ai
- bing-copilot-search
- google-ai-mode
- perplexity
- chatgpt-search
- xai-search

Rank: 3
Total brands: 10
Measured responses: 150
Presence percent: 34.66666666666667
Share of voice percent: 22.013651877133107
Average position: 22.906976744186046
Docs presence percent: 26
Blog presence percent: 4.666666666666667
Brand mention percent: 0


## Profile

Overview: Tailscale is a Toronto-based, private software company founded in 2019 that provides a zero-configuration, WireGuard-based secure connectivity platform. Its core product creates an encrypted peer-to-peer mesh network (a "tailnet") between devices, users, and services across any network topology without requiring firewall changes or static IPs. Tailscale adds identity-aware access controls via SSO integration with existing identity providers, MagicDNS for human-readable hostnames, subnet routing for legacy networks, and Tailscale Funnel for exposing local services publicly. The platform spans use cases from business VPN replacement and multi-cloud connectivity to CI/CD, Kubernetes, Edge/IoT, and—via its Aperture product—AI agent governance. Over 30,000 businesses use Tailscale, ranging from individual engineers on the permanent free tier to large enterprises on custom plans.
Product summary: Tailscale is a zero-trust, identity-first secure networking platform built on the WireGuard protocol. It creates an encrypted peer-to-peer mesh overlay network between enrolled devices and services without requiring complex firewall configuration, public IPs, or centralized relay routing for most connections. Key surface-area products include the core tailnet VPN, Tailscale SSH with optional session recording, Funnel for public localhost ingress, a Kubernetes operator for ephemeral workload connectivity, and Aperture for AI agent governance.


### Key capabilities

- WireGuard-based peer-to-peer encrypted mesh VPN (tailnet)
- Zero Trust identity-based ACL policy enforcement via SSO/IdP
- MagicDNS — human-readable stable hostnames across the tailnet
- Tailscale Funnel — expose local services publicly without firewall changes
- Subnet routers — bridge existing networks without per-device installation
- Exit nodes — route internet egress through a specific network or Mullvad servers
- Kubernetes operator with ephemeral node support for CI/CD runners
- Tailscale SSH — managed SSH auth and optional session recording (PAM add-on)
- Device posture checks with MDM/EDR/XDR integrations
- Aperture — AI governance layer for LLM agent access, session logging, and API key management



### Target users

- DevOps and platform engineers managing multi-cloud or hybrid infrastructure
- IT and security teams replacing legacy hub-and-spoke VPNs
- Individual developers and homelab enthusiasts (permanent free tier)
- Remote-first and distributed engineering organizations
- AI/ML teams securing LLM and agent infrastructure
- Enterprise security teams implementing zero-trust network access



### Key use cases

- Business VPN replacement (consolidate legacy hub-and-spoke VPNs)
- Secure remote access for distributed and remote-first teams
- Multi-cloud and hybrid network connectivity without VPC peering complexity
- CI/CD pipeline connectivity for managed runners and ephemeral workloads
- Kubernetes and containerized workload networking across clusters
- Developer localhost tunnel exposure to the public internet (Funnel)
- Edge and IoT device fleet management and remote access
- Privileged access management for SSH, databases, and Kubernetes (PAM add-on)

Integrations ecosystem: Tailscale supports 23+ identity providers for SSO/SCIM including Okta, Google Workspace, Microsoft Entra ID, GitHub, OneLogin, Auth0, Keycloak, JumpCloud, Duo, and custom OIDC. Cloud marketplace listings on AWS and Azure Marketplace. Infrastructure integrations span Terraform, Pulumi, and Kubernetes (official operator). Device posture integrations include CrowdStrike, SentinelOne, and MDM tools such as Jamf and Intune. CI/CD integrations include a first-party GitHub Action plus GitLab CI support. Log streaming to SIEM platforms is available on Premium/Enterprise plans. The Mullvad exit-node partnership (announced September 2023) extends privacy-VPN functionality. Aperture (AI governance add-on, public beta 2025) supports Claude Code, Codex, Gemini CLI, and agent frameworks with a custom base URL. The main open-source client repository has 29,000+ GitHub stars and 113 public repositories under the Tailscale org.
Pricing summary: Four tiers: Personal (free forever, up to 6 users, unlimited user devices, up to 50 tagged resources, 1,000 ephemeral-resource-minutes/month); Standard ($8/user/month, unlimited users, SCIM provisioning, MDM deployment/configuration, device posture integrations); Premium ($18/user/month, 300 ACL groups, 10,000 ephemeral-resource-minutes/month, just-in-time access, advanced SSH, network flow logs, log streaming, regional routing, priority support); Enterprise (custom pricing, custom device limits, dedicated professional services, custom MSA/SLA, invoice billing). Platform Extensions for PAM, CI/CD at scale, Workload Connectivity, IoT, and Aperture are add-ons priced via sales. Mullvad exit-node add-on: $5/month per 5 devices. 14-day free trial for business plans; 50% discount for non-profits and educational institutions. Available on AWS and Azure Marketplaces.
Review summary: G2 reviewers rate Tailscale 4.6/5 across 30 verified reviews, consistently praising near-zero-configuration setup, reliability across complex NAT and double-NAT environments, strong WireGuard performance, and the intuitive admin dashboard. Users from IT, DevOps, and engineering backgrounds highlight it as a significant improvement over OpenVPN and legacy VPNs, often noting that support tickets and VPN-related disruptions dropped substantially after adoption. Criticisms center on pricing scaling at larger seat counts, limitations at production-scale advanced DNS routing and ACL management, the absence of an officially supported self-hosted control plane, and a weaker Android client experience.
Competitive positioning: Tailscale occupies a broader platform tier than pure developer-tunnel tools in this vertical. Its WireGuard-based zero-trust mesh VPN is the core product, with the Funnel feature enabling localhost-to-public-internet ingress as one capability among many. It competes head-on with Teleport on privileged access management, with NetBird on self-hostable WireGuard mesh networking, with Cloudflare Tunnel on secure ingress, and with ngrok on developer-facing tunnel exposure. Tailscale's differentiation rests on its frictionless setup, identity-first peer-to-peer architecture (no central relay for most traffic), broad IdP SSO integrations, and an expanding platform that now includes Kubernetes operators, CI/CD ephemeral nodes, PAM session recording, and the Aperture AI-governance add-on. Its product-led growth model—a permanent free tier plus transparent seat-based paid plans—has driven strong bottom-up enterprise adoption among developer teams.
Limitations: No official self-hosted control plane; the open-source Headscale alternative lacks enterprise features such as SSO. Not suitable for consumer streaming, torrenting, or unblocking geo-restricted content due to the absence of a traditional server network. Advanced ACL management and DNS routing at production scale has been noted as cumbersome by some users. Seat-based pricing can become expensive as headcount grows. Android client has received mixed reviews compared to desktop and iOS clients. Platform Extensions (PAM, CI/CD at scale, IoT, Aperture) require separate sales-assisted pricing rather than self-serve purchase.


### Source urls

- https://tailscale.com/
- https://tailscale.com/pricing
- https://tailscale.com/company
- https://tailscale.com/integrations
- https://tailscale.com/customers/instacart
- https://tailscale.com/customers/cribl
- https://tailscale.com/customers/corelight-2
- https://github.com/tailscale
- https://www.bloomberg.com/news/articles/2025-04-08/toronto-s-tailscale-hits-1-5-billion-valuation-with-new-funding
- https://tracxn.com/d/companies/tailscale/__HoO0OVaODdbZEsDLJ7_OTsp344lrcNrb7eGx_aw5Lrk
- https://uwaterloo.ca/engineering/news/alumnis-vpn-startup-secures-230m-meet-ai-demands
- https://en.wikipedia.org/wiki/Tailscale
- https://www.g2.com/products/tailscale/reviews
- https://www.g2.com/sellers/tailscale
- https://www.cbinsights.com/company/tailscale/financials

Reviewed at: 2026-05-06T17:53:53.151+00:00


### Customer outcomes

| Customer | Summary | Metric |
| --- | --- | --- |
| Instacart | Replaced eight legacy VPNs with a single Tailscale deployment across AWS and GCP, eliminating VPN-related developer disruptions. Internal VPN support requests dropped from 10 per week to nearly zero, and new users can onboard in under a minute. | 90% reduction in internal support requests |
| Cribl | Adopted Tailscale in 2020 with 18 employees and scaled to 550+ employees without hiring a dedicated networking team, maintaining secure remote access across all infrastructure throughout 25x headcount growth. | 25x headcount growth without dedicated networking staff |
| Corelight | Improved networking security, user experience, and access control after adopting Tailscale, resulting in significant reduction in connectivity-related operational overhead. | 1,000+ hours saved from fewer connectivity issues |



### Reviews breakdown

| Platform | Score | Score max | Review count | Url |
| --- | --- | --- | --- | --- |
| G2 | 4.6 | 5 | 30 | https://www.g2.com/products/tailscale/reviews |



### Review themes



#### Praised

- zero-configuration setup
- works through NAT and double-NAT automatically
- fast WireGuard-based performance
- easy onboarding for non-technical users
- strong cross-platform support
- significant reduction in VPN support tickets
- intuitive admin dashboard and ACLs
- generous free tier



#### Criticized

- seat-based pricing scales expensively at large user counts
- complex ACL/DNS management at production scale
- no officially supported self-hosted control plane
- Android client weaker than desktop clients
- MagicDNS tied to tailnet domain, not custom domain
- re-authentication friction in some environments




### Company facts

Founded year: 2019
Hq: Toronto, Canada


#### Founders

- Avery Pennarun
- David Crawshaw
- David Carney
- Brad Fitzpatrick

Employees range: 251-500
Total funding: $275M
Valuation: $1.5B
Arr: Not available
Customer count: 30,000+ businesses
Status: Private


Readiness: Not available


## Ranking

| Display name | Pair count | Total pairs | Presence percent | Avg position |
| --- | --- | --- | --- | --- |
| Cloudflare | 70 | 150 | 46.666666666666664 | 17.18285714285714 |
| ngrok | 54 | 150 | 36 | 12.03076923076923 |
| Tailscale | 52 | 150 | 34.66666666666667 | 22.906976744186046 |
| Pinggy | 27 | 150 | 18 | 25.074626865671643 |
| LocalXpose | 18 | 150 | 12 | 20.96969696969697 |
| Teleport | 9 | 150 | 6 | 23.307692307692307 |
| Inlets | 5 | 150 | 3.3333333333333335 | 22.384615384615383 |
| NetFoundry | 5 | 150 | 3.3333333333333335 | 44 |
| NetBird | 2 | 150 | 1.3333333333333335 | 43.4 |
| PageKite | 0 | 150 | 0 | Not available |



## Platform breakdown

| Platform | Prompt count | Presence rate |
| --- | --- | --- |
| google-ai | 2 | 8 |
| bing-copilot-search | 0 | 0 |
| google-ai-mode | 4 | 16 |
| perplexity | 12 | 48 |
| chatgpt-search | 14 | 56.00000000000001 |
| xai-search | 20 | 80 |



## Strengths

| Prompt text | Platform count | Avg position |
| --- | --- | --- |
| What are the best tunnel solutions for teams that want to share local services with each other during development? | 4 | 1 |
| Which secure access tools provide identity-aware proxies for SSH, databases, and Kubernetes API access? | 1 | 1 |
| What tools let me securely tunnel into a private network from anywhere without setting up a traditional VPN? | 2 | 1 |
| What are the best zero-trust networking solutions that combine tunneling with identity-based access control? | 2 | 21 |



## Gaps

| Prompt text | Competitor presence count |
| --- | --- |
| Which localhost tunneling platforms support custom domains and persistent URLs across restarts? | 6 |
| Which localhost tunneling services have unlimited bandwidth on their paid tiers? | 5 |
| Which tunneling tools have the best traffic inspection and request replay features for debugging webhooks? | 5 |
| What tunneling solutions integrate well with edge platforms or CDNs to combine tunneling with caching and WAF? | 4 |
| Which developer tunneling tools have the best CI/CD integrations for spinning up ephemeral preview environments per pull request? | 3 |



## Topic scores

| Topic name | Prompt count | Cited prompt count |
| --- | --- | --- |
| Capability | 5 | 5 |
| Developer Experience | 5 | 4 |
| Integrations & Ecosystem | 5 | 5 |
| Performance & Reliability | 5 | 4 |
| Setup & First Run | 5 | 4 |



## Prompt results

- Prompt text: Which localhost tunneling services have unlimited bandwidth on their paid tiers?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Xai-search: 14



#### Platform rows



##### Google-ai





##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Pinggy | 1 |
| LocalXpose | 2 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| ngrok | 1 |
| LocalXpose | 2 |
| Pinggy | 3 |



##### Perplexity

| Display name | Position |
| --- | --- |
| LocalXpose | 2 |
| ngrok | 3 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Pinggy | 1 |
| ngrok | 6 |
| Cloudflare | 7 |
| NetFoundry | 10 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Pinggy | 1 |
| Tailscale | 14 |
| LocalXpose | 18 |
| Cloudflare | 26 |


- Prompt text: Which tunneling platforms can expose Kubernetes services without configuring a load balancer or ingress controller?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Google-ai-mode: Not available
Perplexity: 1
Chatgpt-search: 3
Xai-search: 35



#### Platform rows



##### Google-ai





##### Bing-copilot-search





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| ngrok | 1 |
| Cloudflare | 3 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Tailscale | 1 |
| ngrok | 3 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Cloudflare | 1 |
| ngrok | 2 |
| Tailscale | 3 |
| Inlets | 5 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Cloudflare | 10 |
| ngrok | 16 |
| Inlets | 34 |
| Tailscale | 35 |


- Prompt text: Which tunneling tools handle long-running production deployments without dropping connections?


#### Brand position by platform

Google-ai: 1
Bing-copilot-search: Not available
Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: 3
Xai-search: 4



#### Platform rows



##### Google-ai

| Display name | Position |
| --- | --- |
| Tailscale | 1 |
| Cloudflare | 2 |



##### Bing-copilot-search





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Cloudflare | 3 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Cloudflare | 1 |
| ngrok | 4 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| ngrok | 1 |
| Tailscale | 3 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Pinggy | 2 |
| Tailscale | 4 |
| Cloudflare | 44 |


- Prompt text: What tunneling solutions integrate well with edge platforms or CDNs to combine tunneling with caching and WAF?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Xai-search: 4



#### Platform rows



##### Google-ai





##### Bing-copilot-search





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Cloudflare | 1 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Cloudflare | 1 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Cloudflare | 1 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Cloudflare | 1 |
| Tailscale | 4 |
| ngrok | 42 |
| Pinggy | 46 |


- Prompt text: Which secure access platforms have the smoothest CLI experience for everyday developer workflows?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Google-ai-mode: Not available
Perplexity: 1
Chatgpt-search: 3
Xai-search: 22



#### Platform rows



##### Google-ai

| Display name | Position |
| --- | --- |
| Teleport | 5 |



##### Bing-copilot-search





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Teleport | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Tailscale | 1 |
| Teleport | 3 |
| Cloudflare | 5 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Teleport | 2 |
| Tailscale | 3 |
| Cloudflare | 10 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Tailscale | 22 |
| Teleport | 28 |
| NetBird | 34 |
| Cloudflare | 39 |
| NetFoundry | 75 |


- Prompt text: Which tunneling solutions offer the lowest latency by leveraging a global edge network?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Google-ai-mode: Not available
Perplexity: 4
Chatgpt-search: 12
Xai-search: 67



#### Platform rows



##### Google-ai





##### Bing-copilot-search





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Cloudflare | 1 |
| ngrok | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Cloudflare | 1 |
| Tailscale | 4 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Cloudflare | 4 |
| ngrok | 7 |
| Tailscale | 12 |



##### Xai-search

| Display name | Position |
| --- | --- |
| LocalXpose | 36 |
| Cloudflare | 40 |
| Pinggy | 63 |
| Tailscale | 67 |


- Prompt text: What are the best zero-trust networking solutions that combine tunneling with identity-based access control?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Google-ai-mode: Not available
Perplexity: 4
Chatgpt-search: Not available
Xai-search: 38



#### Platform rows



##### Google-ai

| Display name | Position |
| --- | --- |
| Cloudflare | 3 |



##### Bing-copilot-search





##### Google-ai-mode





##### Perplexity

| Display name | Position |
| --- | --- |
| Cloudflare | 1 |
| Tailscale | 4 |



##### Chatgpt-search





##### Xai-search

| Display name | Position |
| --- | --- |
| NetBird | 33 |
| Tailscale | 38 |
| Cloudflare | 72 |


- Prompt text: What are the best tunnel solutions for teams that want to share local services with each other during development?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Google-ai-mode: 1
Perplexity: 1
Chatgpt-search: 1
Xai-search: 1



#### Platform rows



##### Google-ai





##### Bing-copilot-search





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Tailscale | 1 |
| NetFoundry | 4 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Tailscale | 1 |
| ngrok | 2 |
| Cloudflare | 4 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Tailscale | 1 |
| ngrok | 3 |
| Cloudflare | 5 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Tailscale | 1 |
| LocalXpose | 5 |
| Pinggy | 12 |
| Cloudflare | 18 |
| NetFoundry | 54 |


- Prompt text: Which developer tunneling tools have the best CI/CD integrations for spinning up ephemeral preview environments per pull request?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Google-ai-mode: Not available
Perplexity: 5
Chatgpt-search: 4
Xai-search: 31



#### Platform rows



##### Google-ai





##### Bing-copilot-search





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Cloudflare | 3 |



##### Perplexity

| Display name | Position |
| --- | --- |
| ngrok | 1 |
| Cloudflare | 3 |
| Tailscale | 5 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Tailscale | 4 |
| Cloudflare | 7 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Cloudflare | 1 |
| ngrok | 12 |
| LocalXpose | 30 |
| Tailscale | 31 |


- Prompt text: What's the simplest way to expose a local webhook endpoint to a third-party service like Stripe or Twilio for testing?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Xai-search: 6



#### Platform rows



##### Google-ai

| Display name | Position |
| --- | --- |
| LocalXpose | 1 |
| ngrok | 3 |



##### Bing-copilot-search





##### Google-ai-mode





##### Perplexity

| Display name | Position |
| --- | --- |
| ngrok | 2 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| ngrok | 5 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Pinggy | 2 |
| Tailscale | 6 |
| Cloudflare | 8 |
| LocalXpose | 9 |
| ngrok | 21 |


- Prompt text: What are the most reliable tunneling platforms for production-grade ingress, not just dev testing?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Google-ai-mode: Not available
Perplexity: 5
Chatgpt-search: 4
Xai-search: 15



#### Platform rows



##### Google-ai





##### Bing-copilot-search





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Cloudflare | 1 |
| Inlets | 3 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Cloudflare | 1 |
| ngrok | 4 |
| Tailscale | 5 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Cloudflare | 1 |
| Tailscale | 4 |



##### Xai-search

| Display name | Position |
| --- | --- |
| ngrok | 6 |
| Cloudflare | 9 |
| Pinggy | 13 |
| Tailscale | 15 |
| LocalXpose | 18 |


- Prompt text: Which localhost tunneling platforms support custom domains and persistent URLs across restarts?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: 11
Xai-search: 38



#### Platform rows



##### Google-ai

| Display name | Position |
| --- | --- |
| Pinggy | 1 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Cloudflare | 3 |
| Pinggy | 4 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Cloudflare | 3 |
| ngrok | 6 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Cloudflare | 1 |
| ngrok | 2 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| ngrok | 1 |
| Cloudflare | 5 |
| Tailscale | 11 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Cloudflare | 1 |
| ngrok | 11 |
| Pinggy | 24 |
| LocalXpose | 37 |
| Tailscale | 38 |


- Prompt text: Which tunneling tools have the best traffic inspection and request replay features for debugging webhooks?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai

| Display name | Position |
| --- | --- |
| ngrok | 1 |
| Pinggy | 2 |



##### Bing-copilot-search





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| ngrok | 1 |
| Pinggy | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| ngrok | 1 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| ngrok | 1 |



##### Xai-search

| Display name | Position |
| --- | --- |
| ngrok | 2 |
| LocalXpose | 14 |
| Cloudflare | 30 |


- Prompt text: I need to share a demo of an app running on my laptop with a remote client — what are my options?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Xai-search: 34



#### Platform rows



##### Google-ai





##### Bing-copilot-search





##### Google-ai-mode





##### Perplexity

| Display name | Position |
| --- | --- |
| ngrok | 3 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| ngrok | 1 |



##### Xai-search

| Display name | Position |
| --- | --- |
| ngrok | 26 |
| Pinggy | 28 |
| Tailscale | 34 |


- Prompt text: Which secure access tools provide identity-aware proxies for SSH, databases, and Kubernetes API access?


#### Brand position by platform

Google-ai: 1
Bing-copilot-search: Not available
Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai

| Display name | Position |
| --- | --- |
| Tailscale | 1 |



##### Bing-copilot-search





##### Google-ai-mode





##### Perplexity

| Display name | Position |
| --- | --- |
| Teleport | 1 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Teleport | 2 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Teleport | 1 |
| Cloudflare | 34 |


- Prompt text: What tunneling tools integrate with identity providers like Okta, Azure AD, or Google Workspace for SSO?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Google-ai-mode: 1
Perplexity: 1
Chatgpt-search: 1
Xai-search: 31



#### Platform rows



##### Google-ai

| Display name | Position |
| --- | --- |
| Cloudflare | 2 |



##### Bing-copilot-search





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Tailscale | 1 |
| Cloudflare | 3 |
| ngrok | 6 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Tailscale | 1 |
| ngrok | 3 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Tailscale | 1 |
| Cloudflare | 3 |
| Teleport | 4 |
| ngrok | 8 |



##### Xai-search

| Display name | Position |
| --- | --- |
| ngrok | 1 |
| Cloudflare | 21 |
| Tailscale | 31 |


- Prompt text: Which tunneling tools let me get a public HTTPS URL for my local dev server in under a minute?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Xai-search: 12



#### Platform rows



##### Google-ai





##### Bing-copilot-search





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| ngrok | 1 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Cloudflare | 1 |
| ngrok | 4 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Cloudflare | 1 |
| Pinggy | 3 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Tailscale | 12 |
| Pinggy | 13 |
| Cloudflare | 15 |
| ngrok | 58 |


- Prompt text: What tunneling tools work best for developers building integrations with external APIs that need to call back to localhost?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: 6
Xai-search: 10



#### Platform rows



##### Google-ai





##### Bing-copilot-search





##### Google-ai-mode





##### Perplexity

| Display name | Position |
| --- | --- |
| ngrok | 1 |
| Cloudflare | 3 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| ngrok | 1 |
| Cloudflare | 2 |
| Tailscale | 6 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Cloudflare | 8 |
| Pinggy | 9 |
| Tailscale | 10 |
| LocalXpose | 17 |


- Prompt text: What's the fastest way to expose a localhost server to the public internet for testing webhooks?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Xai-search: 17



#### Platform rows



##### Google-ai

| Display name | Position |
| --- | --- |
| Pinggy | 6 |



##### Bing-copilot-search





##### Google-ai-mode





##### Perplexity

| Display name | Position |
| --- | --- |
| ngrok | 1 |
| Cloudflare | 2 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Cloudflare | 1 |
| ngrok | 7 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Cloudflare | 6 |
| LocalXpose | 9 |
| Pinggy | 12 |
| Tailscale | 17 |
| ngrok | 35 |


- Prompt text: Which localhost tunneling solutions don't require me to install a binary or sign up for an account?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Bing-copilot-search





##### Google-ai-mode





##### Perplexity

| Display name | Position |
| --- | --- |
| Cloudflare | 5 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Cloudflare | 3 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Pinggy | 3 |
| LocalXpose | 7 |
| Cloudflare | 30 |
| ngrok | 70 |


- Prompt text: What tools let me securely tunnel into a private network from anywhere without setting up a traditional VPN?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Google-ai-mode: Not available
Perplexity: 1
Chatgpt-search: 1
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Bing-copilot-search





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Pinggy | 4 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Tailscale | 1 |
| Cloudflare | 3 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Tailscale | 1 |
| Cloudflare | 3 |



##### Xai-search




- Prompt text: What secure access platforms scale best to hundreds of devices and thousands of users in a corporate network?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Bing-copilot-search





##### Google-ai-mode





##### Perplexity

| Display name | Position |
| --- | --- |
| Cloudflare | 7 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Cloudflare | 9 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Cloudflare | 34 |


- Prompt text: Which tunneling platforms have official Kubernetes operators or Helm charts for production ingress?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Google-ai-mode: 3
Perplexity: 3
Chatgpt-search: 4
Xai-search: 22



#### Platform rows



##### Google-ai





##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| ngrok | 3 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| ngrok | 1 |
| Tailscale | 3 |



##### Perplexity

| Display name | Position |
| --- | --- |
| ngrok | 1 |
| Tailscale | 3 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| ngrok | 1 |
| Cloudflare | 3 |
| Tailscale | 4 |
| Inlets | 7 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Cloudflare | 1 |
| ngrok | 11 |
| Tailscale | 22 |
| Inlets | 42 |
| NetFoundry | 45 |
| Pinggy | 48 |


- Prompt text: Which secure access platforms work with infrastructure-as-code tools like Terraform for repeatable network setup?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Google-ai-mode: 4
Perplexity: 1
Chatgpt-search: 1
Xai-search: 63



#### Platform rows



##### Google-ai





##### Bing-copilot-search





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Cloudflare | 1 |
| Tailscale | 4 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Tailscale | 1 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Tailscale | 1 |
| Cloudflare | 5 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Cloudflare | 35 |
| Tailscale | 63 |


- Prompt text: Which tunneling tools support TCP, UDP, and other non-HTTP protocols for game servers, MQTT, or databases?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Google-ai-mode: Not available
Perplexity: 6
Chatgpt-search: 2
Xai-search: 17



#### Platform rows



##### Google-ai

| Display name | Position |
| --- | --- |
| Pinggy | 5 |



##### Bing-copilot-search





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| LocalXpose | 1 |
| Pinggy | 2 |
| Cloudflare | 8 |



##### Perplexity

| Display name | Position |
| --- | --- |
| LocalXpose | 1 |
| Tailscale | 6 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Tailscale | 2 |
| Cloudflare | 3 |
| ngrok | 4 |



##### Xai-search

| Display name | Position |
| --- | --- |
| ngrok | 2 |
| Pinggy | 3 |
| LocalXpose | 14 |
| Tailscale | 17 |





## Top sources

| Url | Title | Domain | Logo url | Source vertical | Content type | Citation count | Last30d count |
| --- | --- | --- | --- | --- | --- | --- | --- |
| https://tailscale.com/docs/features/tailscale-funnel | Tailscale Funnel · Tailscale Docs | tailscale.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/979b9e43-50a8-4cc5-a118-f96736cc3b48/63d9a8d81e81a9f02440682f1ec70c19a29afba6.png | commercial | comparison | 14 | 14 |
| https://tailscale.com/docs/kubernetes-operator/ingress | Expose cluster workloads to your tailnet with Ingress | tailscale.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/979b9e43-50a8-4cc5-a118-f96736cc3b48/63d9a8d81e81a9f02440682f1ec70c19a29afba6.png | commercial | comparison | 10 | 10 |
| https://tailscale.com/docs/integrations/identity | Supported SSO identity providers · Tailscale Docs | tailscale.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/979b9e43-50a8-4cc5-a118-f96736cc3b48/63d9a8d81e81a9f02440682f1ec70c19a29afba6.png | commercial | documentation | 10 | 10 |
| https://tailscale.com/docs/reference/tailscale-cli/funnel | tailscale funnel command · Tailscale Docs | tailscale.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/979b9e43-50a8-4cc5-a118-f96736cc3b48/63d9a8d81e81a9f02440682f1ec70c19a29afba6.png | commercial | comparison | 8 | 8 |
| https://tailscale.com/docs/integrations/terraform-provider | Manage Tailscale resources using Terraform | tailscale.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/979b9e43-50a8-4cc5-a118-f96736cc3b48/63d9a8d81e81a9f02440682f1ec70c19a29afba6.png | commercial | documentation | 8 | 8 |
| https://tailscale.com/docs/kubernetes-operator/install-operator | Install the Tailscale Kubernetes Operator | tailscale.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/979b9e43-50a8-4cc5-a118-f96736cc3b48/63d9a8d81e81a9f02440682f1ec70c19a29afba6.png | commercial | comparison | 7 | 7 |
| https://tailscale.com/docs/kubernetes-operator/ingress/expose-workload-to-internet | Expose a Kubernetes cluster workload to the public internet using Tailscale Funnel · Tailscale Docs | tailscale.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/979b9e43-50a8-4cc5-a118-f96736cc3b48/63d9a8d81e81a9f02440682f1ec70c19a29afba6.png | commercial | comparison | 5 | 5 |
| https://tailscale.com/docs/features/tailscale-ssh | Tailscale SSH | tailscale.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/979b9e43-50a8-4cc5-a118-f96736cc3b48/63d9a8d81e81a9f02440682f1ec70c19a29afba6.png | commercial | comparison | 5 | 5 |



## Response excerpts

| Prompt text | Platform | Excerpt |
| --- | --- | --- |
| Which tunneling platforms can expose Kubernetes services without configuring a load balancer or ingress controller? | chatgpt-search | ngrok vs. Cloudflare Tunnel: which one fits your use case? 3. Tailscale Kubernetes Operator Ideal for private access to services from your team’s devices. |
| Which tunneling tools handle long-running production deployments without dropping connections? | chatgpt-search | ## 3. Tailscale Best for private infrastructure Tailscale Serve exposes services to your private network, while Funnel exposes selected services publicly. |
| Which secure access platforms have the smoothest CLI experience for everyday developer workflows? | chatgpt-search | ## 2. Tailscale Best for frictionless SSH Tailscale is particularly appealing when your main goal is to reach development machines, private services, and lab environments without managing a traditional VPN workflow. |



## Competitor excerpts

| Platform | Competitor name | Excerpt |
| --- | --- | --- |
| google-ai | Pinggy | Pinggy — _Paid Plans_ * Custom Domains: Supported on the Pro tier. * Persistence: Persistent subdomains, custom domains, and permanent ports are available on paid plans (starting around $2.50–$3/month). |
| bing-copilot-search | Cloudflare | The tunneling platforms that support both custom domains and persistent URLs across restarts are primarily Cloudflare Tunnel, ngrok (paid tiers), Pinggy (paid), LocalXpose, and certain self-hosted/open-source options like frp or Inlets. Free tiers of... |
| google-ai-mode | Cloudflare | Cloudflare Tunnel (`cloudflared`) * * Persistent URLs & Custom Domains: Fully supported. |
| perplexity | Cloudflare | Cloudflare Tunnel — A named tunnel can use a stable hostname on a domain you own. |
| perplexity | ngrok | ngrok — Supports reserved ngrok domains and custom domains you own. Configure the domain once, then use it when starting the tunnel, so you don’t have to rely on a new random URL each time. |
| chatgpt-search | ngrok | ...nt URL \| Cost model \| \| --- \| --- \| --- \| --- \| \| Cloudflare Tunnel \| Yes \| Yes, with a named tunnel \| Free core service \| \| ngrok \| Yes \| Yes, with a reserved or static domain \| Free tier and paid features \| \| localhost.run \| Yes \| Yes, with a custom-do... |
| bing-copilot-search | Pinggy | The localhost tunneling services that explicitly offer _unlimited bandwidth_ on their paid tiers are Pinggy and LocalXpose. Ngrok, by contrast, imposes usage-based limits even on paid plans.[Top 10 Ngrok alternatives in 2026 \| Pinggy Blog](ht... |
| bing-copilot-search | LocalXpose | The localhost tunneling services that explicitly offer _unlimited bandwidth_ on their paid tiers are Pinggy and LocalXpose. Ngrok, by contrast, imposes usage-based limits even on paid plans.[Top 10 Ngrok alternatives in 2026 \| Pinggy Blog](ht... |
| google-ai-mode | ngrok | ...er truly unlimited bandwidth on their paid tiers (avoiding strict data caps or metered pay-as-you-go overage models like ngrok), a few prominent providers stand out: [ngrok Pricing — API Gateway, Tunnels & Kubernetes Ingress](https://ngrok.com/pricin... |
| google-ai-mode | LocalXpose | ...ent providers stand out: ngrok Pricing — API Gateway, Tunnels & Kubernetes Ingress * * LocalXpose: Their Pro plan ($8/month) provides multi-protocol tunneling (HTTP/HTTPS, TCP, UDP, T... |
| google-ai-mode | Pinggy | Pricing Plans: Compare LocalXpose Subscriptions and Features * Pinggy: Their Pro plan starts at an affordable tier ($3/month) and explicitly provides unlimited bandwidth/data transf... |
| perplexity | LocalXpose | LocalXpose — its Pro plan advertises unlimited bandwidth [2]. - ngrok — its Pay-as-you-go plan advertises unlimited data transfer, though usage beyond the included amount is billed [3]. Check each provider’s current terms and fair-use limits be... |



## Trend

Visibility delta: 15.200000000000001
Avg position delta: 0.19672131147541005
Citation count delta: 40