Real ChatGPT answer · index seedpjhrjZikwdocompleteB2B software · data and analytics platformscommercial
Procurement is pushing back hard on our Alteryx renewal and I need immediate negotiation tactics or comparable modern data stack alternatives that cost significantly less for data prep.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Procurement is pushing back hard on our Alteryx renewal and I need immediate negotiation tactics or comparable modern data stack alternatives that cost significantly less for data prep.
5 real searches · 1 real-search pass
Alteryx renewal pricing negotiation alternatives KNIME pricing 2026 data preparation platformGoogle ↗
OBSERVEDComparison
KNIME Analytics Platform pricing commercial KNIME Business Hub pricing 2026Google ↗
OBSERVEDOther / navigational
dbt pricing plans 2026 data transformation pricing officialGoogle ↗
OBSERVEDComparison
Microsoft Power Query pricing Power BI Pro pricing 2026 officialGoogle ↗
OBSERVEDOther / navigational
open source data preparation alternatives Alteryx KNIME Dataiku pricing 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 (5)
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
Alteryx renewal pricing negotiation alternatives KNIME pricing 2026 data preparation platform Google ↗
KNIME Analytics Platform pricing commercial KNIME Business Hub pricing 2026 Google ↗
dbt pricing plans 2026 data transformation pricing official Google ↗
Microsoft Power Query pricing Power BI Pro pricing 2026 official Google ↗
open source data preparation alternatives Alteryx KNIME Dataiku pricing 2026 Google ↗
- KNIME Pricing · knime.com
- Alteryx One Pricing · alteryx.com
- Power BI: Pricing Plan · microsoft.com
- dbt Pricing — start free, scale with your team · getdbt.com
- KNIME website · knime.com
- What licenses do you need to use dataflows - Power Query · learn.microsoft.com
- Power Query · powerquery.microsoft.com
- Data Preparation Tools Compared (2026): Desktop, Code-First, and Governed AI Pipelines · prophecy.ai
- dbt website · getdbt.com
- Pricing · getdbt.com
- DuckDB · duckdb.org
- Polars · pola.rs
Queries
5 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Alteryx renewal pricing negotiation alternatives KNIME pricing 2026 data preparation platform OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
KNIME Analytics Platform pricing commercial KNIME Business Hub pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
dbt pricing plans 2026 data transformation pricing official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Microsoft Power Query pricing Power BI Pro pricing 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
open source data preparation alternatives Alteryx KNIME Dataiku pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |