Real ChatGPT answer · index seedXSvysuOn5kocompleteMarketing and advertising · marketing agenciescomparison
Evaluate MediaMath versus Xandr for our programmatic ad networks stack now that we need better CTV inventory access.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Evaluate MediaMath versus Xandr for our programmatic ad networks stack now that we need better CTV inventory access.
4 real searches · 1 real-search pass
MediaMath current status 2026 Infillion DSP CTV inventory platform product capabilitiesGoogle ↗
OBSERVEDReason
Xandr DSP current status 2026 Microsoft Xandr CTV inventory platform ownershipGoogle ↗
OBSERVEDOther / navigational
MediaMath Infillion CTV supply integrations identity measurement 2025 2026Google ↗
OBSERVEDOther / navigational
Xandr Invest DSP CTV inventory supply partnerships Microsoft Advertising 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 (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
MediaMath current status 2026 Infillion DSP CTV inventory platform product capabilities Google ↗
Xandr DSP current status 2026 Microsoft Xandr CTV inventory platform ownership Google ↗
MediaMath Infillion CTV supply integrations identity measurement 2025 2026 Google ↗
Xandr Invest DSP CTV inventory supply partnerships Microsoft Advertising 2025 2026 Google ↗
- Empowering businesses for a future that is conversational, personal, and agentic · about.ads.microsoft.com
- Triton Digital inventory does not appear in programmatic AppNexus/Xandr campaigns · help.tritondigital.com
- Infillion | · webdisclosure.com
- APIs · apidocs.mediamath.com
- Buying and Selling Platforms · learn.microsoft.com
- Unlock Better CTV Advertising with Infillion MediaMath · infillion.com
- Microsoft Monetize - Buying OTT Video Inventory · learn.microsoft.com
- Microsoft Invest - Buy an OTT Video Inventory · learn.microsoft.com
- Microsoft Advertising brings inventory in-house through Monetize SSP · about.ads.microsoft.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
MediaMath current status 2026 Infillion DSP CTV inventory platform product capabilities OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Xandr DSP current status 2026 Microsoft Xandr CTV inventory platform ownership OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
MediaMath Infillion CTV supply integrations identity measurement 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Xandr Invest DSP CTV inventory supply partnerships Microsoft Advertising 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |