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How do conversion rates for Amazon native shopping ads compare to traditional contextual text links within long-form comparison articles?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do conversion rates for Amazon native shopping ads compare to traditional contextual text links within long-form comparison articles?
2 real searches · 1 real-search pass
Amazon native shopping ads conversion rate compared to contextual text links affiliate long-form comparison articles benchmarkGoogle ↗
OBSERVEDComparison
Amazon Associates native shopping ads conversion rates text links conversion rate comparison content affiliate marketing studyGoogle ↗
OBSERVEDReason

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)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

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
Amazon native shopping ads conversion rate compared to contextual text links affiliate long-form comparison articles benchmark Google ↗
Amazon Associates native shopping ads conversion rates text links conversion rate comparison content affiliate marketing study Google ↗
  1. Amazon Affiliate Ads (Here Are My Most Profitable Ads) · jeffjohnsonmarketing.com
  2. Under or Overperforming · geniuslink.com
  3. Amazon.com Associates Central · affiliate-program.amazon.com
  4. Amazon.com Associates Central · affiliate-program.amazon.com
  5. Amazon.com: : All Departments · jcsa.live

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Amazon native shopping ads conversion rate compared to contextual text links affiliate long-form comparison articles benchmark
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Amazon Associates native shopping ads conversion rates text links conversion rate comparison content affiliate marketing study
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1