Real ChatGPT answer · index seedqbNSuOStDh8completeMarketing and advertising · social media marketingcomparison

Analyze the latest Twitter X ad pricing models and tell me if dynamic product ads are cheaper than traditional promoted tweets.

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Analyze the latest Twitter X ad pricing models and tell me if dynamic product ads are cheaper than traditional promoted tweets.
2 real searches · 1 real-search pass
X Ads pricing 2026 dynamic product ads pricing promoted posts auction CPM CPC officialGoogle ↗
OBSERVEDOther / navigational
X Ads dynamic product ads pricing cost compared promoted posts product catalog campaigns officialGoogle ↗
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 (2)
Short factOther / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / 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
X Ads pricing 2026 dynamic product ads pricing promoted posts auction CPM CPC official Google ↗
X Ads dynamic product ads pricing cost compared promoted posts product catalog campaigns official Google ↗
  1. X Ads pricing · help.x.com
  2. Bidding and auctions FAQs · help.x.com
  3. X Ads campaigns 101 · help.x.com
  4. Create a dynamic product ads campaign · help.x.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
X Ads pricing 2026 dynamic product ads pricing promoted posts auction CPM CPC official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
X Ads dynamic product ads pricing cost compared promoted posts product catalog campaigns official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1