is it cheaper to build up a bike from a frameset piece by piece or just buy a complete entry level model on clearance
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
is it cheaper to build up a bike from a frameset piece by piece or just buy a complete entry level model on clearance
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT2 real searches · gpt-6
2026 complete entry level road gravel bike clearance price frameset build component costs Google ↗
2026 bicycle frameset build cost groupset wheels brakes cockpit tires comparison complete bike clearance pricing Google ↗
- How Much Does a Beginner Road Bike Cost? · gearandgrade.com
- How To Build A Bike From the Frame Up + Pros & Cons of Custom Online Builds · theproscloset.com
- Entry-Level Road Bikes · gearandgrade.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 complete entry level road gravel bike clearance price frameset build component costs OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 bicycle frameset build cost groupset wheels brakes cockpit tires comparison complete bike clearance pricing OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |