Automate the measurement loop that moves answer-share
AI-answer tracking, sentiment classification, alerting, CRM triggers, scheduled scorecards. Turn the Taptwice GEO dashboard into a measurement + correction engine that runs without daily intervention.
What you actually get
GEO measurement is a loop, not a project. Every week you need to check 40+ queries across 8 engines, classify sentiment, flag misrepresentations, and trigger corrections.
We automate that loop — scheduled prompt runs across ChatGPT, Claude, Perplexity, Gemini and four other engines; sentiment classification via a tuned Claude pipeline; misrepresentation alerts into Slack or email; CRM triggers that create correction tickets automatically.
Platforms we ship on: n8n (self-hosted preferred), Make.com, Zapier, and custom Python pipelines for larger teams. Fits into your existing CRM (HubSpot, Salesforce, Pipedrive).
Every engagement ships with this
Prompt runners
Scheduled runs across 8 AI engines for your priority query portfolio. Raw + normalised answers logged for audit.
Sentiment pipeline
Claude-powered classification (positive / neutral / negative) with topic clustering and brand-mention extraction.
Alerts + triggers
Slack / email / CRM webhooks when sentiment drops, mentions surge, or a misrepresentation is flagged.
Scorecard reports
Weekly and monthly scorecards auto-generated and delivered to leadership — no spreadsheet babysitting.
Where this sits in the full engagement
Automation + analytics is the operating layer behind sentiment-control and GEO. It is the difference between having a dashboard and having a system that actually moves answer-share.
Turn your AI visibility dashboard into a system
An expert will set up scheduled prompt runs, sentiment classification and Slack/CRM triggers — so the loop runs without daily intervention.
