Subcategory · AI Citation Index
Serverless & Edge
The serverless and edge computing landscape splits between hyperscale cloud providers (Google Cloud at 54% shortlist rate) offering foundational infrastructure and specialized platforms (Vercel 42%, Netlify 34%) optimizing developer experience. Cloudflare's 44% shortlist rate with high model diversity signals its unique position bridging CDN, edge compute, and serverless functions. The presence of Redis (31%) and newer entrants like Render (27%) and Fly.io (25%) indicates demand spans both stateful edge data solutions and full-stack deployment alternatives to traditional cloud.
183 discovery queries · 254 head-to-heads · refreshed Oct 22, 2026
Discovery stage
The shortlist
Across 183 buyer-style "Serverless & Edge" queries
Hover or click a logo to see brand details
Get weekly AI visibility changes for Serverless & Edge sent to your inbox.
Score shifts, new entrants, citation gaps — every Monday.
Signal by intent
By topic
Top 5 most-cited brands per intent cluster. Brands with zero citations in a topic are not shown.
Akamai
AWS FargateAWS BatchEvaluation stage
Head-to-head
How often AI cites each brand across uniform category evaluation prompts · median 3/100
Hover or click a logo to see brand details
Each brand's score is the share of category evaluation prompts where AI cited them across all four engines — the same prompt pool for every brand. Brands above the median citation rate have stronger presence in evaluation-stage queries.
Trends
Over the last 12 months
Brands to know
In this category
Google Cloud
Leads shortlisting at 54% with maximum model diversity, indicating broad trust in Google's serverless offerings (Cloud Functions, Cloud Run) across varied deployment scenarios.
Read brand profile →Cloudflare
Strong 44% shortlist rate reflects its unique edge network combining CDN, Workers compute, and D1/KV storage into a cohesive global platform.
Read brand profile →Vercel
42% shortlist rate demonstrates dominance in frontend-focused serverless deployment, particularly for Next.js and React applications requiring edge rendering.
Read brand profile →Citation sources
Where AI pulls citations from
832 citations captured across Serverless & Edge prompt runs.
Vendor pages
175Product, help, and marketing pages from tracked vendors
Independent sources
258Reviews, encyclopedias, forums, press — not vendor-owned
Buyer questions
What AI cites for top Serverless & Edge questions
Most-cited prompts across the buyer journey. Click any prompt to see the actual URLs AI engines link to.
Discovery
Buyers exploring the category- The Basics of Serverless User Authentication - Cloud Native Nowcloudnativenow.com
Evaluation
Buyers comparing optionsWant to know if AI cites your brand for Serverless & Edge?
Free audit. ChatGPT, Perplexity, Gemini, Claude.
Run an audit →