need the most cost effective ai web scraping tool that wont break when target websites change their layout every week
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
need the most cost effective ai web scraping tool that wont break when target websites change their layout every week
4 real searches · 1 real-search pass
Firecrawl pricing AI extraction schema change monitoring official pricing 2026Google ↗
OBSERVEDOther / navigational
Apify pricing website scraping actors AI extraction official 2026Google ↗
OBSERVEDOther / navigational
Zyte API pricing AI extraction automatic website changes official 2026Google ↗
OBSERVEDOther / navigational
AI web scraping tools pricing resilient to website layout changes 2026 Firecrawl Apify Zyte Browse AIGoogle ↗
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 (4)
Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
Firecrawl pricing AI extraction schema change monitoring official pricing 2026 Google ↗
Apify pricing website scraping actors AI extraction official 2026 Google ↗
Zyte API pricing AI extraction automatic website changes official 2026 Google ↗
AI web scraping tools pricing resilient to website layout changes 2026 Firecrawl Apify Zyte Browse AI Google ↗
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Firecrawl pricing AI extraction schema change monitoring official pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Apify pricing website scraping actors AI extraction official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Zyte API pricing AI extraction automatic website changes official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
AI web scraping tools pricing resilient to website layout changes 2026 Firecrawl Apify Zyte Browse AI OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |