Real ChatGPT answer · index seedquUlXTzpsBwcompleteMarketing and advertising · marketing agenciescomparison
Which programmatic ad networks actually work well for niche B2B tech companies without wasting budget
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which programmatic ad networks actually work well for niche B2B tech companies without wasting budget
4 real searches · 1 real-search pass
best B2B programmatic advertising platforms niche technology companies account based targeting StackAdapt Demandbase RollWorks 2026Google ↗
OBSERVEDComparison
B2B programmatic advertising benchmarks niche audiences contextual targeting LinkedIn programmatic alternatives 2025 2026Google ↗
OBSERVEDComparison
StackAdapt B2B targeting company account targeting officialGoogle ↗
OBSERVEDOther / navigational
Demandbase advertising account based marketing display advertising officialGoogle ↗
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
best B2B programmatic advertising platforms niche technology companies account based targeting StackAdapt Demandbase RollWorks 2026 Google ↗
B2B programmatic advertising benchmarks niche audiences contextual targeting LinkedIn programmatic alternatives 2025 2026 Google ↗
StackAdapt B2B targeting company account targeting official Google ↗
Demandbase advertising account based marketing display advertising official Google ↗
- G2 Audiences | Target In-Market B2B Buyers with Buyer Intent Data · sell.g2.com
- Learn about Buyer Intent signals · sell.g2.com
- B2B Tech Audiences & Intent Data · informatechtarget.com
- Awareness · informatechtarget.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best B2B programmatic advertising platforms niche technology companies account based targeting StackAdapt Demandbase RollWorks 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
B2B programmatic advertising benchmarks niche audiences contextual targeting LinkedIn programmatic alternatives 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
StackAdapt B2B targeting company account targeting official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Demandbase advertising account based marketing display advertising official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |