Real ChatGPT answer · index seedxV3jFjx0gWwcompleteMarketing and advertising · ad platformscommercial
Which ad networks are currently outperforming X formerly Twitter ad targeting for driving direct conversions on a shoestring budget?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which ad networks are currently outperforming X formerly Twitter ad targeting for driving direct conversions on a shoestring budget?
2 real searches · 1 real-search pass
2026 digital advertising benchmarks conversion performance Meta Google TikTok Reddit Pinterest X Twitter small business direct response ROAS CPAGoogle ↗
OBSERVEDComparison
2026 low budget paid advertising channels direct conversions comparison Meta Google Search Microsoft Ads TikTok Reddit X ads benchmarksGoogle ↗
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)
Classes come from the query-classifier (a local Laya model). 1 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
2026 digital advertising benchmarks conversion performance Meta Google TikTok Reddit Pinterest X Twitter small business direct response ROAS CPA Google ↗
2026 low budget paid advertising channels direct conversions comparison Meta Google Search Microsoft Ads TikTok Reddit X ads benchmarks Google ↗
- What ads cost in 2026: CPC, CPM & CTR on 8 networks (AdPlus fleet data) · adplus.com
- Facebook Ad Benchmarks by Industry (Updated 2026 Data) · triplewhale.com
- Digital Benchmarks by Industry: PPC · wordstream.com
- TikTok Ads Benchmarks by Industry (Updated 2026 Data) · triple-whale-2022.webflow.io
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 digital advertising benchmarks conversion performance Meta Google TikTok Reddit Pinterest X Twitter small business direct response ROAS CPA OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 low budget paid advertising channels direct conversions comparison Meta Google Search Microsoft Ads TikTok Reddit X ads benchmarks OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |