Real ChatGPT answer · index seedQBqxhTx1OascompleteMarketing and advertising · ad platformscomparison
Which tool is more cost-effective for a solo founder doing SEO: Ahrefs backlink audit tool or Moz Pro for finding broken links?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which tool is more cost-effective for a solo founder doing SEO: Ahrefs backlink audit tool or Moz Pro for finding broken links?
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). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Ahrefs pricing broken backlinks broken link checker features 2026 official Google ↗
Moz Pro pricing broken links Link Explorer site crawl features 2026 official Google ↗
- About Ahrefs' Starter plan · help.ahrefs.com
- Moz Pro Pricing · dc8hdnsmzapvm.cloudfront.net
- Plans & Pricing · ahrefs.com
- What's the difference between all Ahrefs subscription plans? · help.ahrefs.com
- What are broken backlinks? · help.ahrefs.com
- How can I check broken outbound links / external links of a website? · help.ahrefs.com
- 8 tools to support a content audit · techtarget.com
- Screaming Frog website · screamingfrog.co.uk
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Ahrefs pricing broken backlinks broken link checker features 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Moz Pro pricing broken links Link Explorer site crawl features 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |