Real ChatGPT answer · index seedes3Xaxn3OFscompleteMarketing and advertising · marketing agenciescomparison
is alber is worth the high platform fee compared to manual optimization when scaling facebook ad spend
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
is alber is worth the high platform fee compared to manual optimization when scaling facebook ad spend
2 real searches · 1 real-search pass
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). 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
Alber platform Facebook ads optimization reviews pricing 2026 Google ↗
Alber advertising platform Meta Facebook ads optimization pricing features Google ↗
- Frequently Asked Questions · albert.ai
- Product · albert.ai
- Best AI Marketing Agents 2026: 22 Agents Compared · superapp.dev
- Albert pricing: custom quotes · thegtmdirectory.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Alber platform Facebook ads optimization reviews pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Alber advertising platform Meta Facebook ads optimization pricing features OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |