Real ChatGPT answer · index seedsTHMKYXtbx4completeB2B software · developer toolscomparison

Is Neon serverless Postgres a better choice than CockroachDB Serverless for our serverless Next.js functions deployed on Vercel under unpredictable traffic spikes?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is Neon serverless Postgres a better choice than CockroachDB Serverless for our serverless Next.js functions deployed on Vercel under unpredictable traffic spikes?
3 real searches · 1 real-search pass
Neon serverless Postgres autoscaling scale to zero connection pooling Vercel documentation 2026Google ↗
OBSERVEDInstruction
CockroachDB Serverless autoscaling connection limits Vercel serverless functions documentation 2026Google ↗
OBSERVEDOther / navigational
Neon vs CockroachDB Serverless pricing autoscaling cold starts branching Vercel integration 2026Google ↗
OBSERVEDOther / navigational

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (3)
Short factOther / navigational67%ComparisonConsequenceReasonDefinitionInstruction33%Yes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Neon serverless Postgres autoscaling scale to zero connection pooling Vercel documentation 2026 Google ↗
CockroachDB Serverless autoscaling connection limits Vercel serverless functions documentation 2026 Google ↗
Neon vs CockroachDB Serverless pricing autoscaling cold starts branching Vercel integration 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Neon serverless Postgres autoscaling scale to zero connection pooling Vercel documentation 2026
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
CockroachDB Serverless autoscaling connection limits Vercel serverless functions documentation 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Neon vs CockroachDB Serverless pricing autoscaling cold starts branching Vercel integration 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1