Real ChatGPT answer · index seedbMYVNuqmcr8completeMarketing and advertising · content marketinghowto
What is the most reliable tool to find outdated statistics in our older blog posts so we can refresh them today?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the most reliable tool to find outdated statistics in our older blog posts so we can refresh them today?
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
best content auditing tools identify outdated statistics in blog posts update content 2026 Google ↗
tools detect outdated statistics and facts in old blog posts content audit 2026 Google ↗
- Visit Screaming Frog · screamingfrog.co.uk
- Try the stale-data detector · liquichart.com
- Open Search Console · search.google.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best content auditing tools identify outdated statistics in blog posts update content 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
tools detect outdated statistics and facts in old blog posts content audit 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |