Real ChatGPT answer · index seedx9lpQpSazyEcompleteMarketing and advertising · SEOinformational

Are there any open-source tools for crawl budget optimization that can replace expensive enterprise software for a mid-sized content site?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any open-source tools for crawl budget optimization that can replace expensive enterprise software for a mid-sized content site?
3 real searches · 1 real-search pass
open source SEO crawling tools server log analysis crawl budget optimization Screaming Frog alternatives 2026Google ↗
OBSERVEDComparison
GitHub open source SEO crawler log analyzer bot crawl analysisGoogle ↗
OBSERVEDReason
Oncrawl Botify Lumar features crawl budget log file analysis technical SEO platformGoogle ↗
OBSERVEDReason

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 / navigationalComparison33%ConsequenceReason67%DefinitionInstructionYes / 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
open source SEO crawling tools server log analysis crawl budget optimization Screaming Frog alternatives 2026 Google ↗
GitHub open source SEO crawler log analyzer bot crawl analysis Google ↗
Oncrawl Botify Lumar features crawl budget log file analysis technical SEO platform Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
open source SEO crawling tools server log analysis crawl budget optimization Screaming Frog alternatives 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
GitHub open source SEO crawler log analyzer bot crawl analysis
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Oncrawl Botify Lumar features crawl budget log file analysis technical SEO platform
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1