Real ChatGPT answer · index seed7ytN3q7hrAocompleteMarketing and advertising · AI search and generative engine optimizationinformational

Are there any automated Python scripts or API integrations available that allow us to scale the tracking of brand mentions inside ChatGPT Plus web browsing sessions?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any automated Python scripts or API integrations available that allow us to scale the tracking of brand mentions inside ChatGPT Plus web browsing sessions?
3 real searches · 1 real-search pass
OpenAI API Responses API web search tool documentation pricing separate from ChatGPT Plus API billingGoogle ↗
OBSERVEDOther / navigational
ChatGPT terms of use automated access scraping bots browser automationGoogle ↗
OBSERVEDOther / navigational
AI visibility monitoring platform ChatGPT brand mentions tracking API 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)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

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
OpenAI API Responses API web search tool documentation pricing separate from ChatGPT Plus API billing Google ↗
ChatGPT terms of use automated access scraping bots browser automation Google ↗
AI visibility monitoring platform ChatGPT brand mentions tracking API 2026 Google ↗
  1. Web search · developers.openai.com
  2. Using tools · developers.openai.com
  3. Developer documentation · foglift.io
  4. View the project · github.com
  5. View plugin · wordpress.org
  6. Terms of Use · openai.com
  7. Managing billing for ChatGPT and the API platform · help.openai.com
  8. Pricing · developers.openai.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
OpenAI API Responses API web search tool documentation pricing separate from ChatGPT Plus API billing
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
ChatGPT terms of use automated access scraping bots browser automation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
AI visibility monitoring platform ChatGPT brand mentions tracking API 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1