Real ChatGPT answer · index seedf0u77AVkZZ8completeTravel and hospitality · travel rewards and pointscommercial

How do targeted shopping portal promotions work and what tools can I use to ensure my family gets the highest cash back or point payout online?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do targeted shopping portal promotions work and what tools can I use to ensure my family gets the highest cash back or point payout online?
1 real search · 1 real-search pass
best shopping cashback portal comparison tools Rakuten TopCashback BeFrugal Capital One Shopping Cashback Monitor 2026Google ↗
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).

Searches and sources

ChatGPT1 real searches · gpt-6
best shopping cashback portal comparison tools Rakuten TopCashback BeFrugal Capital One Shopping Cashback Monitor 2026 Google ↗
  1. CashbackMonitor.com · cashbackmonitor.com
  2. GotCashback.com · gotcashback.com
  3. Rakuten.com · rakuten.com
  4. TopCashback.com · topcashback.com
  5. BeFrugal.com · befrugal.com
  6. Capital One Shopping · capitaloneshopping.com
  7. Visit shopping portal · aadvantageeshopping.com
  8. Visit shopping portal · shopping.mileageplus.com
  9. Visit shopping portal · skymilesshopping.com
  10. Chase website · chase.com
  11. Cashback Comparison · cashbackmonitor.com
  12. 10 Best Cashback Sites (2026) · finder.com
  13. Slickdeals · slickdeals.net
  14. Doctor of Credit · doctorofcredit.com
  15. AwardWallet · awardwallet.com
  16. MaxRewards · maxrewards.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best shopping cashback portal comparison tools Rakuten TopCashback BeFrugal Capital One Shopping Cashback Monitor 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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