Real ChatGPT answer · index seedPhnZojb82yMcompleteFinance and banking · credit scores and repaircomparison
Compare Aura and LifeLock for comprehensive identity theft protection while I clean up fraudulent accounts opened on my report.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare Aura and LifeLock for comprehensive identity theft protection while I clean up fraudulent accounts opened on my report.
3 real searches · 1 real-search pass
Aura vs LifeLock 2026 identity theft protection plans features credit bureau monitoring insurance family pricing officialGoogle ↗
OBSERVEDOther / navigational
Aura identity theft resolution fraud dispute support credit monitoring three bureaus officialGoogle ↗
OBSERVEDOther / navigational
LifeLock identity theft restoration support credit monitoring three bureaus insurance officialGoogle ↗
OBSERVEDOther / navigational
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)
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
Aura vs LifeLock 2026 identity theft protection plans features credit bureau monitoring insurance family pricing official Google ↗
Aura identity theft resolution fraud dispute support credit monitoring three bureaus official Google ↗
LifeLock identity theft restoration support credit monitoring three bureaus insurance official Google ↗
- Plans and Pricing · aura.com
- LifeLock vs. Aura: 2026 comparison guide · us.norton.com
- LifeLock Protection Plans · lifelock.norton.com
- Resolution Resources: Identity Fraud Recovery Help · aura.com
- Frequently Asked Questions about Aura · aura.com
- Equifax · equifax.com
- Experian · experian.com
- TransUnion · transunion.com
- IdentityTheft.gov · identitytheft.gov
- What do I do if I am a victim of identity theft? · consumerfinance.gov
- IdentityTheft.gov · identitytheft.gov
- IdentityTheft.gov · identitytheft.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Aura vs LifeLock 2026 identity theft protection plans features credit bureau monitoring insurance family pricing official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Aura identity theft resolution fraud dispute support credit monitoring three bureaus official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
LifeLock identity theft restoration support credit monitoring three bureaus insurance official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |