Real ChatGPT answer · index seedg7LSB9MGUgQcompleteMarketing and advertising · marketing agenciescomparison
what are the best low cost programmatic ad exchanges for niche B2B marketing campaigns
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
what are the best low cost programmatic ad exchanges for niche B2B marketing campaigns
3 real searches · 1 real-search pass
low budget self serve programmatic DSP B2B advertising minimum spend contextual targeting 2026 StackAdapt Basis Yahoo DSPGoogle ↗
OBSERVEDComparison
programmatic ad exchanges SSP OpenX PubMatic Index Exchange Magnite Sharethrough B2B advertising inventoryGoogle ↗
OBSERVEDOther / navigational
B2B programmatic advertising niche audience account based targeting DSP contextual targeting costs minimums 2025 2026Google ↗
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). 3 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
low budget self serve programmatic DSP B2B advertising minimum spend contextual targeting 2026 StackAdapt Basis Yahoo DSP Google ↗
programmatic ad exchanges SSP OpenX PubMatic Index Exchange Magnite Sharethrough B2B advertising inventory Google ↗
B2B programmatic advertising niche audience account based targeting DSP contextual targeting costs minimums 2025 2026 Google ↗
- Best Programmatic Ad Platforms in 2026: 9 Tools Compared · rankite.com
- Best Programmatic Advertising Platforms in 2026: 9 Tools Compared · rankite.com
- Amazon DSP minimum spend in 2026 (and which DSPs have none) · peachblue.io
- OpenX website · openx.com
- Sharethrough website · sharethrough.com
- Index Exchange website · indexexchange.com
- PubMatic website · pubmatic.com
- Magnite website · magnite.com
- GumGum website · gumgum.com
- SSP partners · experienceleague.adobe.com
- About synced deals · support.google.com
- Set up Open Bidding Direct Pay (Beta) · support.google.com
- Partners & Integrations · hbdr.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
low budget self serve programmatic DSP B2B advertising minimum spend contextual targeting 2026 StackAdapt Basis Yahoo DSP OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
programmatic ad exchanges SSP OpenX PubMatic Index Exchange Magnite Sharethrough B2B advertising inventory OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
B2B programmatic advertising niche audience account based targeting DSP contextual targeting costs minimums 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |