Real ChatGPT answer · index seed3IuwyqO79LocompleteB2B software · cybersecuritycommercial

Looking for recommendations on the best developer first security tools that offer Snyk like functionality with more flexible pricing for bootstrapped startups.

ChatGPTgpt-65 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Looking for recommendations on the best developer first security tools that offer Snyk like functionality with more flexible pricing for bootstrapped startups.
5 real searches · 1 real-search pass
developer-first application security tools pricing plans 2026 Snyk alternativesGoogle ↗
OBSERVEDComparison
Snyk alternatives developer-first application security tools startup pricing Semgrep Socket Aikido Endor Labs GitLab 2026Google ↗
OBSERVEDComparison
Semgrep pricing free tier startup pricing SAST SCA secrets IaC officialGoogle ↗
OBSERVEDOther / navigational
Aikido Security pricing free plan startup pricing SAST SCA secrets IaC officialGoogle ↗
OBSERVEDOther / navigational
Socket.dev pricing free plan supply chain security officialGoogle ↗
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 (5)
Short factOther / navigational60%Comparison40%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 5 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT5 real searches · gpt-6
developer-first application security tools pricing plans 2026 Snyk alternatives Google ↗
Snyk alternatives developer-first application security tools startup pricing Semgrep Socket Aikido Endor Labs GitLab 2026 Google ↗
Semgrep pricing free tier startup pricing SAST SCA secrets IaC official Google ↗
Aikido Security pricing free plan startup pricing SAST SCA secrets IaC official Google ↗
Socket.dev pricing free plan supply chain security official Google ↗

Queries

5 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
developer-first application security tools pricing plans 2026 Snyk alternatives
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Snyk alternatives developer-first application security tools startup pricing Semgrep Socket Aikido Endor Labs GitLab 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Semgrep pricing free tier startup pricing SAST SCA secrets IaC official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Aikido Security pricing free plan startup pricing SAST SCA secrets IaC official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Socket.dev pricing free plan supply chain security official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1