Real ChatGPT answer · index seedbOcG3ydQq1IcompleteB2B software · developer toolslocal

Looking to purchase a commercial license for a GUI tool that simplifies GitHub Dependabot alerts for small businesses in the Greater New Orleans area.

ChatGPTgpt-66 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Looking to purchase a commercial license for a GUI tool that simplifies GitHub Dependabot alerts for small businesses in the Greater New Orleans area.
6 real searches · 1 real-search pass
commercial GUI tools simplify GitHub Dependabot alerts small business pricing 2026;Dependabot alert management dashboard GUI alternatives GitHub security overviewGoogle ↗
OBSERVED
Aikido Security GitHub Dependabot integration vulnerability management dashboard pricing small teamsGoogle ↗
OBSERVED
Snyk GitHub Dependabot alerts integration dashboard pricing small businessGoogle ↗
OBSERVED
Mend Renovate GitHub Dependabot alert management dashboard commercial pricingGoogle ↗
OBSERVED
Socket security GitHub Dependabot alerts integration dashboard pricingGoogle ↗
OBSERVED
commercial dashboard manage GitHub Dependabot alerts triage GUI third party appGoogle ↗
OBSERVED

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.

Classifying 6 queries…

Searches and sources

ChatGPT6 real searches · gpt-6
commercial GUI tools simplify GitHub Dependabot alerts small business pricing 2026;Dependabot alert management dashboard GUI alternatives GitHub security overview Google ↗
Aikido Security GitHub Dependabot integration vulnerability management dashboard pricing small teams Google ↗
Snyk GitHub Dependabot alerts integration dashboard pricing small business Google ↗
Mend Renovate GitHub Dependabot alert management dashboard commercial pricing Google ↗
Socket security GitHub Dependabot alerts integration dashboard pricing Google ↗
commercial dashboard manage GitHub Dependabot alerts triage GUI third party app Google ↗

Semantic map

Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.

Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +

Queries

6 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
commercial GUI tools simplify GitHub Dependabot alerts small business pricing 2026;Dependabot alert management dashboard GUI alternatives GitHub security overview
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Aikido Security GitHub Dependabot integration vulnerability management dashboard pricing small teams
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Snyk GitHub Dependabot alerts integration dashboard pricing small business
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Mend Renovate GitHub Dependabot alert management dashboard commercial pricing
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Socket security GitHub Dependabot alerts integration dashboard pricing
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
commercial dashboard manage GitHub Dependabot alerts triage GUI third party app
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1