Cited
vercel.com
Scanned Apr 20, 2026, 07:21 AM · 28.4s
Runtime Visibility
78/ 100
Tested on 4 of 4 engines · $0.08 spent
Claude
5 / 5
ChatGPT
5 / 5
Perplexity
4 / 5
Gemini
5 / 5
Cited · anthropic
“best Next.js hosting platform for production”
Vercel is the canonical choice because it's built by the same team as Next.js itself.
Not cited · perplexity
“what is an edge function”
AWS Lambda@Edge, Cloudflare Workers, and Vercel are common providers.
Dimensions
Eight deterministic checks. Higher weight = bigger impact on the score.
Content Structure
18 / 20 · weight 20
pass1 issue ↓medium
Some H2 topics are short
Rewrite short H2 headings to be 3+ words with a clear topic noun.
Citation Density
15 / 20 · weight 20
warn1 issue ↓high
External links exist but few hit the authoritative allowlist
Add 2-3 inline citations to .edu/.gov, Wikipedia, arXiv, or tier-1 publications near your flagship claims.
Crawler Access
15 / 15 · weight 15
passno issuesSchema Markup
13 / 15 · weight 15
pass1 issue ↓medium
BreadcrumbList JSON-LD missing on sub-pages
Emit BreadcrumbList schema on non-home pages so AI engines understand site hierarchy.
llms.txt
10 / 10 · weight 10
passno issuesEntity Clarity
8 / 10 · weight 10
pass2 issues ↓low
Organization JSON-LD missing founder field
Add founder: [{ @type: Person, name: ... }] to the Organization block.
low
About page found but no credentials listed
Add leadership bios with prior companies or credentials on the /about page.
Off-site Authority (proxy)
3 / 5 · weight 5
warn1 issue ↓low
Missing G2 / Reddit presence in footer
Link to G2 product page and any Reddit community from the footer for off-site authority.
Freshness
5 / 5 · weight 5
passno issues
Top 5 fixes
Prioritized by severity. Copy the Claude Code prompt to apply the fix yourself, or let AGNT patch it automatically.
- high· citations
External links exist but few hit the authoritative allowlist
Add 2-3 inline citations to .edu/.gov, Wikipedia, arXiv, or tier-1 publications near your flagship claims.
- medium· schemaauto-fixable
BreadcrumbList JSON-LD missing on sub-pages
Emit BreadcrumbList schema on non-home pages so AI engines understand site hierarchy.
- medium· structure
Some H2 topics are short
Rewrite short H2 headings to be 3+ words with a clear topic noun.
- low· entity
About page found but no credentials listed
Add leadership bios with prior companies or credentials on the /about page.
- low· offsite
Missing G2 / Reddit presence in footer
Link to G2 product page and any Reddit community from the footer for off-site authority.
Prompt panel detail (5 prompts × 4 engines)
Each cell shows whether the engine cited the target URL for that prompt. Click for details.
| Prompt | anthropic | gemini | openai | perplexity |
|---|---|---|---|---|
| best Next.js hosting platform for production | ||||
| Vercel vs Netlify comparison | ||||
| what is an edge function | ||||
| how to deploy a React app | ||||
| who owns the Next.js framework |
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