AI visibility report
Cloudflare ranks #6 in Cloud Infrastructure & PaaS AI search.
Outside the top three on 18 of the 25 prompts buyers actually ask.
Northflank is cited on 10 of those losses.
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Also benchmarked
Cloudflare appears in 3 other verticals
Track Cloudflare across these prompts daily.
Start free trial#6 among 12 vendors · still absent from 84% of tracked prompt responses
Top-3 citations across 150 prompt × platform pairs
Peer Ranking
Key Metrics
Platform Breakdown
ChatGPT
Grok
Gemini Search
Google AI Mode
Perplexity
Bing CopilotNarrower footprint, stronger tone. Cloudflare ranks #6 on presence but #1 on sentiment. That means the brand is framed well when it appears, but still needs broader prompt-response coverage.
Where Cloudflare is losing
Prompts where competitors are visible and Cloudflare is not.
These prompt-level losses are the first prompts to track and repair.
Where Cloudflare is winning4
What SLAs and uptime guarantees do developer-focused cloud platforms offer — which ones compete closest to the major hyperscalers?
Avg # 4.0 · 1 platform
Which edge compute platforms handle the database query latency problem best when the database isn't globally distributed?
Avg # 4.0 · 2 platforms
Which serverless and edge compute platforms support long-running background jobs alongside short request-response workloads?
Avg # 7.0 · 3 platforms
What are the best developer-friendly PaaS platforms for a startup's first production deployment?
Avg # 8.0 · 1 platform
Where Cloudflare is losing5
Which developer PaaS platforms make multi-region deployments and global distribution straightforward to configure?
Competitors on 6 platforms
Track this promptWhich PaaS platforms offer the best deploy-from-git workflow with preview environments that actually work well in practice?
Competitors on 5 platforms
Track this promptWhat cloud hosting platforms support GPU workloads or AI inference tasks beyond standard web app traffic?
Competitors on 4 platforms
Track this promptWhich PaaS platforms support zero-downtime deploys for a Node.js app with a relational database from day one?
Competitors on 4 platforms
Track this promptWhich developer-focused cloud platforms handle instant rollbacks best when a bad deploy hits production?
Competitors on 3 platforms
Track this prompt
Track Cloudflare daily before the next report refresh.
Track these gapsResearch dossierCapabilities, use cases, sources, reviews, pricing, and FAQ
Overview
Cloudflare, Inc. (NYSE: NET) is a publicly traded internet infrastructure and security company founded in 2009 and headquartered in San Francisco, CA. It operates what it calls a 'connectivity cloud' — a unified platform of 60+ networking, security, and developer services delivered from a global network spanning 330+ cities in 125+ countries. In the Cloud Infrastructure & PaaS vertical, Cloudflare's Developer Platform includes Cloudflare Workers (edge serverless compute), R2 (zero-egress object storage), D1 (serverless SQL), Workers KV, Durable Objects, Workers AI, and AI Gateway. Approximately 20% of all websites globally use Cloudflare's services. The company reported FY2025 revenue of $2.17B (30% YoY growth) and had approximately 332,000 paying customers by Q4 2025.
Cloudflare is a global connectivity cloud providing integrated networking, security, and developer platform services from a single, programmable edge network. Its Developer Platform — centered on Cloudflare Workers, R2, D1, and Workers AI — enables teams to build and deploy serverless and AI-powered applications across 330+ global PoPs without managing infrastructure. The same network simultaneously delivers enterprise-grade DDoS mitigation, WAF, bot protection, Zero Trust access (SASE/Cloudflare One), and CDN performance — making Cloudflare distinct from pure-PaaS competitors by embedding security and performance as structural properties of the compute layer itself.
Key Facts
- Founded
- 2009
- HQ
- San Francisco, CA, USA
- Founders
- Matthew Prince, Lee Holloway, Michelle Zatlyn
- Employees
- 5,000-7,000
- Funding
- >$330M pre-IPO
- ARR
- $2.17B revenue (FY2025)
- Customers
- ~332,000 paying (Q4 2025)
- Valuation
- ~$72B market cap (2025)
- Status
- Public (NYSE: NET)
Target users
Key Capabilities10
- Global edge compute via Cloudflare Workers (serverless, 330+ cities, 125+ countries)
- Zero-egress-fee object storage (R2) with S3-compatible API
- Serverless SQL database at the edge (D1) and key-value store (Workers KV)
- Enterprise DDoS mitigation (477 Tbps network capacity, L3/4 and L7)
- Web Application Firewall (WAF) with managed rules, OWASP rulesets, and ML-based detection
- Zero Trust / SASE platform (Cloudflare One) with ZTNA, SWG, CASB, and email security
- AI inference at the edge (Workers AI) and AI Gateway for observability and control
- Global CDN with intelligent caching and Argo Smart Routing
- Durable Objects for stateful edge applications and real-time coordination
- Bot management, API security, and AI bot/scraper controls
Key Use Cases8
- Deploying and scaling serverless applications globally without infrastructure management
- Protecting web applications and APIs from DDoS, bots, and application-layer attacks
- Building full-stack edge-native applications using Workers, D1, R2, and KV
- Implementing Zero Trust network access and SASE for distributed workforces
- Storing and serving large volumes of objects without egress cost penalties
- Running AI inference and managing AI agent traffic at the edge
- Accelerating website and API performance via CDN, smart routing, and caching
- Building and securing AI agents and MCP server endpoints
Recent Trend
How AI describes Cloudflare3
Cloudflare Workers + Cloudflare Queues / Durable Objects / Workflows Cloudflare Workers is an edge runtime with near‑zero cold starts (<1 ms) for request/response workloads.
Which serverless and edge compute platforms support long-running background jobs alongside short request-response workloads?
Fastest platforms for your use case: Cloudflare Workers (with Durable Objects), Deno Deploy, and Fly.io are the fastest ways to run a full‑stack app with background workers and an in‑memory cache.
Which serverless hosting platforms can get a full-stack app with background workers and an in-memory cache running the fastest?
...g _actual multi‑region compute_, _global routing_, and _managed cross‑region data options_—are Railway, Fly.io, Cloudflare Workers/Pages/D1, Vercel, Render, Northflank, and (to a more “cloud‑native” extent) Google Cloud Run an...
Which developer PaaS platforms make multi-region deployments and global distribution straightforward to configure?
Most cited sources8
- C5
Cloudflare Workers - Global Serverless Functions Platform
cloudflare.com·Product Page
- D4
Overview · Cloudflare Durable Objects docs
developers.cloudflare.com·Documentation
- D4
Build serverless backends · Cloudflare use cases
developers.cloudflare.com·Documentation
- D4
How Hyperdrive works - Cloudflare Docs
developers.cloudflare.com·Documentation
- D3
Overview · Cloudflare Workers docs
developers.cloudflare.com·Documentation
- D3
Web sites and web apps · Use cases · Cloudflare use cases
developers.cloudflare.com·Documentation
Alternatives in Cloud Infrastructure & PaaS6
Cloudflare positions itself as the 'connectivity cloud' — a single, globally distributed platform that uniquely unifies networking, security, and developer infrastructure without requiring customers to assemble point solutions.
- In the Cloud Infrastructure & PaaS vertical, its Workers edge compute platform differentiates by deploying serverless code to 330+ cities simultaneously, combining built-in DDoS/WAF protection, zero-egress-fee object storage (R2), edge-native SQL databases (D1), and AI inference (Workers AI) in one developer experience.
- Unlike Vercel and Netlify, which are primarily frontend/JAMstack-focused, or Heroku/Render/Railway which run traditional server models, Cloudflare operates at the network layer, meaning security and performance are structural properties rather than add-ons.
- Its scale — protecting ~20% of all websites and blocking 215B+ threats daily — gives it a data network effect that pure-PaaS competitors cannot replicate.
- The main trade-off is that Cloudflare's edge runtime, while rapidly improving Node.js compatibility, has historically imposed constraints versus conventional server environments.
Reviews
Praised
- Fast global CDN and content delivery performance
- Comprehensive DDoS and WAF protection
- Generous and functional free tier
- Easy DNS and SSL certificate management
- Effective bot traffic filtering and AI bot blocking
- Single platform for security and performance
- Intuitive dashboard for basic tasks
- Continuous platform innovation and new product launches
Criticized
- Limited support on Free and lower paid plans
- Enterprise pricing perceived as prohibitively high
- Steep learning curve for advanced firewall and WAF rules
- Complex account management and configuration settings
- Occasional service outages with wide-reaching impact
- Some Node.js API gaps in Workers runtime (improving)
- Advanced features can be overwhelming without documentation
Cloudflare earns strong overall user satisfaction (4.5/5 on G2 from 700 reviews), praised especially for its CDN performance, comprehensive security feature set, ease of onboarding, and the quality of its free tier. Enterprise and mid-market customers highlight the breadth of capabilities on a single platform as a key differentiator. Recurring criticisms focus on limited support responsiveness on lower-tier plans, steep learning curves for advanced firewall and WAF configuration, high enterprise pricing, and occasional frustration with billing management and account settings. The complexity of the overall product surface is both a strength (breadth) and a weakness (discoverability) for developers new to the platform.
Pricing
Cloudflare offers tiered pricing across its product lines. Application Security & CDN: Free (basic), Pro $20/month, Business $200/month, Enterprise (custom). Developer Platform — Workers: Free plan (100,000 requests/day, no credit card required); Workers Paid plan at $5/month (includes 10M requests/month, then $0.30/million). R2 Object Storage: no egress fees; storage charged at $0.015/GB-month; Class A and Class B operations priced separately. Workers KV: included at lower limits on Free, usage-based on Paid. Workers for Platforms: $25/month base. Workers AI: free daily allocation, then per-neuron pricing. SASE/Zero Trust (Cloudflare One) and Network Services: enterprise custom pricing. Add-ons such as Argo Smart Routing (from $5/month), Load Balancing (from $5/month), and Advanced Certificate Manager (from $10/month) are available across plans.
Limitations
- Cloudflare Workers' isolate-based execution model, while fast, historically imposed constraints on long-running processes, large memory workloads, and full Node.js API coverage (though compatibility is rapidly improving in 2024–2025).
- Enterprise-tier pricing is not self-serve and is perceived by reviewers as high.
- Support responsiveness on Free and lower paid tiers is frequently cited as a limitation.
- Advanced WAF and firewall rule configuration carries a significant learning curve.
- The platform had notable global outages in late 2025 that temporarily affected a large share of websites using its proxy services.
- GAAP operating losses persist, which may concern cost-conscious enterprises evaluating long-term vendor stability.
Frequently asked questions
Topic coverageCoverage by buyer topic
Topic Coverage
Prompt-Level Results
| Prompt | Perplexity | Gemini Search | Google AI Mode | Bing Copilot | ChatGPT | Grok |
|---|---|---|---|---|---|---|
Capability4/5 cited (80%) | ||||||
Which developer PaaS platforms make multi-region deployments and global distribution straightforward to configure? | A competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited | Your brand and a competitor were cited | A competitor was cited |
What cloud hosting platforms support GPU workloads or AI inference tasks beyond standard web app traffic? | A competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited |
For which workload types do PaaS platforms fall short — and what platforms or hyperscalers should I switch to at that point? | A competitor was cited | Neither your brand nor a competitor was cited | Your brand was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited |
Which serverless and edge compute platforms support long-running background jobs alongside short request-response workloads? | Neither your brand nor a competitor was cited | Your brand was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Your brand was cited | Your brand and a competitor were cited |
What serverless and edge hosting platforms offer persistent storage options for stateful applications? | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Your brand and a competitor were cited | Your brand and a competitor were cited |
Developer Experience0/5 cited (0%) | ||||||
Which developer-focused cloud platforms handle instant rollbacks best when a bad deploy hits production? | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited |
What PaaS platforms have the lowest learning curve for onboarding new developers compared to raw cloud provider consoles? | A competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited |
Which PaaS platforms offer the best deploy-from-git workflow with preview environments that actually work well in practice? | A competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited |
Which PaaS platforms handle environment variable management across staging and production most cleanly for developer teams? | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited |
Which cloud hosting platforms give the best local development experience that actually mirrors the production environment? | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited |
Integrations & Ecosystem1/5 cited (20%) | ||||||
Which cloud hosting platforms have the best ecosystem of one-click add-ons for databases, queues, and caches? | A competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited |
Looking for a developer PaaS with low vendor lock-in and straightforward migration paths — which platforms are worth evaluating? | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited |
Which PaaS platforms integrate most smoothly with observability stacks — piping logs and metrics to your own tools without friction? | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited |
Which developer PaaS platforms support full IaC management so you're not locked into their CLI and dashboard? | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited |
Which serverless hosting platforms handle webhooks and third-party integrations best for event-driven architectures? | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Your brand and a competitor were cited | Your brand and a competitor were cited |
Performance & Reliability4/5 cited (80%) | ||||||
What SLAs and uptime guarantees do developer-focused cloud platforms offer — which ones compete closest to the major hyperscalers? | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Your brand and a competitor were cited | A competitor was cited |
At what scale does a developer PaaS become uneconomical — which platforms stay cost-competitive the longest before you need to go raw cloud? | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited |
Which PaaS platforms scale best under sudden viral traffic spikes without manual intervention? | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Your brand and a competitor were cited |
Which serverless platforms have best solved the cold start problem for latency-sensitive APIs? | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Your brand and a competitor were cited | Neither your brand nor a competitor was cited | Your brand was cited | Your brand was cited |
Which edge compute platforms handle the database query latency problem best when the database isn't globally distributed? | Neither your brand nor a competitor was cited | Your brand was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Your brand and a competitor were cited |
Setup & First Run3/5 cited (60%) | ||||||
Which serverless hosting platforms can get a full-stack app with background workers and an in-memory cache running the fastest? | Neither your brand nor a competitor was cited | Your brand and a competitor were cited | A competitor was cited | Neither your brand nor a competitor was cited | Your brand and a competitor were cited | Your brand and a competitor were cited |
What are the best developer-friendly PaaS platforms for a startup's first production deployment? | A competitor was cited | A competitor was cited | Your brand was cited | A competitor was cited | A competitor was cited | A competitor was cited |
Which edge compute platforms handle custom domain setup and automatic SSL provisioning most smoothly compared to traditional cloud hosting? | Your brand and a competitor were cited | Your brand was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Your brand and a competitor were cited | Your brand and a competitor were cited |
Which PaaS platforms support zero-downtime deploys for a Node.js app with a relational database from day one? | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited |
I'm migrating a containerized monolith off a VPS — which modern cloud hosting platforms make that transition easiest? | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited |
Turn this matrix into daily prompt monitoring.
Track prompt changesVertical Ranking
| # | Brand | PresencePres. | Share of VoiceSoV | DocsDocs | BlogBlog | MentionsMent. | Avg PosPos | Sentiment |
|---|---|---|---|---|---|---|---|---|
| 1 | Northflank | 36.7% | 17.4% | 0.7% | 35.3% | 30.7% | #19.8 | +0.31 |
| 2 | Railway | 26.0% | 10.0% | 0.0% | 22.0% | 54.7% | #13.6 | +0.33 |
| 3 | Render | 24.0% | 12.5% | 9.3% | 0.7% | 57.3% | #30.6 | +0.27 |
| 4 | DigitalOcean | 23.3% | 10.3% | 1.3% | 2.0% | 33.3% | #24.4 | +0.24 |
| 5 | Vercel | 22.0% | 13.2% | 10.7% | 4.0% | 68.7% | #41.4 | +0.34 |
| 6 | Cloudflare | 16.0% | 11.3% | 10.0% | 6.0% | 32.7% | #23.2 | +0.46 |
| 7 | Fly.io | 14.7% | 13.1% | 10.7% | 2.0% | 54.7% | #38.9 | +0.31 |
| 8 | Heroku | 8.0% | 6.0% | 5.3% | 4.7% | 50.7% | #38.6 | +0.36 |
| 9 | Netlify | 5.3% | 5.8% | 3.3% | 2.7% | 26.7% | #58.1 | +0.45 |
| 10 | Coolify | 0.7% | 0.1% | 0.0% | 0.0% | 8.7% | #22.0 | +0.20 |
| 11 | Deno Deploy | 0.7% | 0.4% | 0.0% | 0.7% | 6.0% | #62.3 | +0.00 |
| 12 | AWS Amplify | 0.0% | 0.0% | 0.0% | 0.0% | 1.3% | — | — |
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