Real ChatGPT answer · index seedQdvX6KliDI4completeB2B software · cybersecuritycommercial

What are the most cost-effective alternatives to Tenable for a bootstrapped SaaS startup looking to pass a SOC 2 audit on their first try?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the most cost-effective alternatives to Tenable for a bootstrapped SaaS startup looking to pass a SOC 2 audit on their first try?
3 real searches · 1 real-search pass
SOC 2 vulnerability scanning requirements vulnerability management auditor evidence AICPA 2026Google ↗
OBSERVEDInstruction
Tenable alternatives affordable vulnerability scanning SaaS startup SOC 2 compliance pricing 2026Google ↗
OBSERVEDComparison
open source vulnerability scanners Trivy OpenVAS Greenbone Nessus Essentials pricing commercial use 2026Google ↗
OBSERVEDComparison

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 / navigationalComparison67%ConsequenceReasonDefinitionInstruction33%Yes / no

Classes come from the query-classifier (a local Laya model). 2 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
SOC 2 vulnerability scanning requirements vulnerability management auditor evidence AICPA 2026 Google ↗
Tenable alternatives affordable vulnerability scanning SaaS startup SOC 2 compliance pricing 2026 Google ↗
open source vulnerability scanners Trivy OpenVAS Greenbone Nessus Essentials pricing commercial use 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
SOC 2 vulnerability scanning requirements vulnerability management auditor evidence AICPA 2026
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Tenable alternatives affordable vulnerability scanning SaaS startup SOC 2 compliance pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
open source vulnerability scanners Trivy OpenVAS Greenbone Nessus Essentials pricing commercial use 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1