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LLMO Brand Visibility Check - AI Lab (28.08) Demo Project

by AOE Agent LabUpdated Aug 2026
RequiresGoogle SheetsGoogle SheetsOpenAIPerplexity
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MaManual TriggerAgResponse Sentiment Analyse1Response Sentim…Sheet/Excel updatenSheet/Excel upd…SeLLM-PromptsChat ModelOPOutput ParserAppend row in sheetAppend row in s…OpenAI Chat Model1OpenAI Chat Mod…AgResponse Sentiment Analyse3Response Sentim…OPStructured Output Parser3Structured Outp…OpenAI Chat Model (GPT 5)OpenAI Chat Mod…CLOpenAI AnfrageSeOpenAIHRAPIfy Call ChatGPT ScraperAPIfy Call Chat…Sefinal mappingPerplexity RequestPerplexity Requ…Perplexity Request1Perplexity Requ…SeMap LLM OutputRead Prompts1SILoop Over promptsLoop Over promp…NObefore-loop-inputbefore-loop-inp…Semanual inputLiLimit for testingLimit for testi…SePerplexity MapperPerplexity Mapp…SeChatGPT MapperSePrepare Sheet ColumnsPrepare Sheet C…NOnormalized-tool-responsenormalized-tool…NOloop-inputIfIf sucessfullNOloop-end12345678910111213141516171819202122232425
1/5
FLOWS
STEPS · 25
Run manually by an operator

On manual trigger, queries OpenAI and Perplexity to measure brand visibility across prompts and writes the scored results to Google Sheets.

Tags

manualadvancedGoogle SheetsOpenAIMarket ResearchAI Summarizationdiscoveredpending-review
Connects
sheetsGoogle SheetsOpenAIPerplexity
CategoryAI Analysis & Classification
Triggermanual
Complexityadvanced
Nodes30
AddedJun 27, 2026