Content Delivery Networks and Edge Platforms | Parse

Content Delivery Networks and Edge Platforms in AI answers

Data as of Oct 18, 2026Based on 265 AI responsesReviewed by Dimitry Apollonsky

AI summary

Lighthouse holds a clear lead, most frequently recommended for diagnosing and optimizing web font delivery to prevent layout shifts. For high-traffic media sites seeking unified storage and global edge caching, Cloudflare is the usual answer.

Most-mentioned brands

Rank and Mentioned in · since Jul 5

#	Brand	Recommended for	Mentioned in
1	LighthouseGoogle Chrome product line 36% diagnosing web font layout shifts and auditing performance issues	diagnosing web font layout shifts and auditing performance issues	36%
2	Chrome DevToolsGoogle Chrome product line 28% identifying layout shift sources and debugging asset load timing	identifying layout shift sources and debugging asset load timing	28%
3	PageSpeed InsightsAlphabet product line 25% measuring core web vitals impact from font loading behavior	measuring core web vitals impact from font loading behavior	25%
4	Cloudflare 23% integrated object storage, global edge caching, and programmable edge personalization	integrated object storage, global edge caching, and programmable edge personalization	23%
5	Akamai 19% enterprise edge personalization and dynamic content caching at scale	enterprise edge personalization and dynamic content caching at scale	19%
6	Fastly 18% low-latency edge personalization using Compute and edge dictionary routing	low-latency edge personalization using Compute and edge dictionary routing	18%
7	Amazon CloudFrontAmazon product line 12%		12%
8	Google FontsAlphabet product line 12% optimized font delivery and reliable library hosting for websites	optimized font delivery and reliable library hosting for websites	12%
9	Next.jsVercel product line 10% framework-level font optimization and edge middleware rendering capabilities	framework-level font optimization and edge middleware rendering capabilities	10%
10	AWSAmazon product line 10%		10%
11	WP Rocket 9% optimizing font loading and asset delivery for WordPress deployments	optimizing font loading and asset delivery for WordPress deployments	9%
12	WebPageTest 8% testing font loading waterfalls and layout shift metrics globally	testing font loading waterfalls and layout shift metrics globally	8%
13	DebugBear 7%		7%
14	NitroPack 5%		5%
15	Google Cloud CDNAlphabet product line 5%		5%
16	Nuxt 5%		5%
17	WordPress 5%		5%
18	Web.dev 4%		4%
19	PageSpeed Matters 4%		4%
20	Meowni 4%		4%
21	Terraform 4%		4%
22	Vercel 4%		4%
23	Cloudinary 3%		3%
24	Adobe FontsAdobe product line 3%		3%
25	Capsize 3%		3%
26	React 3%		3%
27	Cloudflare WorkersCloudflare product line 3%		3%
28	ImageKit 3%		3%
29	Fastly Compute@EdgeFastly product line 3%		3%
30	Perfmatters 2%		2%
31	Web Font Optimization 2%		2%
32	Imgix 2%		2%
33	Cloudflare ImagesCloudflare product line 2%		2%
34	Bunny 2%		2%
35	Azure Front DoorMicrosoft product line 2%		2%
36	Webflow 2%		2%
37	Cloudflare StreamCloudflare product line 2%		2%
38	Amazon Route 53Amazon product line 2%		2%
39	OMGF 2%		2%
40	Shopify Hydrogen 2%		2%
41	Fastly Terraform ProviderFastly product line 2%		2%
42	Astro 2%		2%
43	Uploadcare 2%		2%
44	Netlify 2%		2%
45	Akamai Terraform Provider 2%		2%
46	Chrome User Experience Report (CrUX)Google Chrome product line 1%		1%
47	Cloudflare WranglerCloudflare product line 1%		1%
48	Akamai EdgeWorkersAkamai product line 1%		1%
49	Bunny OptimizerBunny product line 1%		1%
50	Vite 1%		1%
51	Glyphhanger 1%		1%
52	SpeedKit 1%		1%
53	Uniform 1%		1%
54	Akamai Image and Video ManagerAkamai product line 1%		1%
55	Google Cloud Media CDNAlphabet product line 1%		1%
56	Subfont 1%		1%
57	Mazam Khalid 1%		1%
58	CommerceGurus 1%		1%
59	Google SearchAlphabet product line 1%		1%
60	Git 1%		1%
61	Amazon S3Amazon product line 1%		1%
62	Shopify 1%		1%
63	AWS LambdaAmazon product line 1%		1%
64	Dyn 1%		1%
65	KeyCDN 1%		1%
66	Amazon Web ServicesAmazon product line 1%		1%
67	Remix 1%		1%
68	RocketCDN 1%		1%
69	GoogleOwned by Alphabet 1%		1%
70	Magnolia CMS 1%		1%
71	Cloudimage 1%		1%
72	Monotype 1%		1%
73	Vue.js 1%		1%
74	Sirv 1%		1%
75	Fly 1%		1%
76	Gcore Everywhere InferenceGcore product line 1%		1%
77	Bitmovin 1%		1%
78	Google Cloud StorageAlphabet product line 1%		1%
79	OpenTofu 1%		1%
80	Mida 1%		1%
81	Google Cloud PlatformAlphabet product line 1%		1%
82	Varnish Software <1%		<1%
83	Google Chrome <1%		<1%
84	fontaine <1%		<1%
85	Cloudflare Load BalancingCloudflare product line <1%		<1%
86	Google Font Style Matcher <1%		<1%
87	FontFace Ninja <1%		<1%
88	Cloudflare Argo Smart RoutingCloudflare product line <1%		<1%
89	GTmetrix <1%		<1%
90	Cloudflare WAFCloudflare product line <1%		<1%
91	Bunny StreamBunny product line <1%		<1%
92	WebElev8 <1%		<1%
93	AWS Elemental MediaConvertAmazon product line <1%		<1%
94	CacheFly <1%		<1%
95	Mallow Studio <1%		<1%
96	SiteLint <1%		<1%
97	Fastly ObservabilityFastly product line <1%		<1%
98	StackOptic <1%		<1%
99	AWS Elemental MediaPackageAmazon product line <1%		<1%
100	OctoDNS <1%		<1%

Recommendations by AI engine

ChatGPT SearchGoogle AI Mode

Widest split: Lighthouse, 51% on ChatGPT Search and 20% on Google AI Mode.

Mentioned in on each AI engine, by brand
Brand	ChatGPT Search	Google AI Mode
Lighthouse	51%	20%
Chrome DevTools	38%	18%
PageSpeed Insights	25%	24%
Cloudflare	22%	23%
Akamai	21%	17%
Fastly	20%	17%
Amazon CloudFront	12%	13%
Google Fonts	Outside ChatGPT Search's top 25	22%
Next.js	10%	11%
AWS	11%	9%

Content Delivery Networks and Edge Platforms in AI answers

Most-mentioned brands

Latest insights

Recommendations by AI engine

Questions by topic3

Sources AI cites99

See where your brand stands in this ranking

Object Storage & Image CDN Services

Cloud Infrastructure & DevOps Platforms

Questions by topic3

Most-mentioned brands

Latest insights

Recommendations by AI engine

Questions by topic3

Sources AI cites99

See where your brand stands in this ranking

Related markets

Object Storage & Image CDN Services

Cloud Infrastructure & DevOps Platforms

Questions by topic3