Real ChatGPT answer · index seeddALMEcjyDhQcompleteMarketing and advertising · SEOcomparison

Can you break down the monthly cost difference between hiring an agency for broken link building versus doing outreach myself with a cheap crawler?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you break down the monthly cost difference between hiring an agency for broken link building versus doing outreach myself with a cheap crawler?
1 real search · 1 real-search pass
2026 broken link building agency monthly pricing DIY outreach crawler tool pricing SEO outreach softwareGoogle ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
2026 broken link building agency monthly pricing DIY outreach crawler tool pricing SEO outreach software Google ↗
  1. Website · brokenlinks.ai
  2. Pricing · pinkpost.io
  3. Website · screamingfrog.co.uk
  4. Link Building Tools (2026): 56 Tools by Job, Prices Checked · link-building-tools.com
  5. Pricing · outreachlabs.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 broken link building agency monthly pricing DIY outreach crawler tool pricing SEO outreach software
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1