AI Sentiment Tracker

AI sentiment tracking with MCP, REST API, and dashboard history.

Save your buyer questions and brand, then repeat the same sentiment prompts weekly or monthly. Cite42 stores positive, neutral, and negative scores, the phrases behind them, and results for each AI service.

  • Weekly or monthly
  • Sentiment by model
  • No subscription
  • MCP native
Create a trackerView tracker docs
  1. 01. CHECK TODAY'S TONE

    See how AI describes your brand.

    Ask one brand question across the default AI services. See positive, neutral, and negative tone, the phrases behind it, and how the services differ.

    You ask your AIHow does AI describe Acme CRM when recommending a startup CRM?
    Cite42 MCPSentiment check
    Runs across ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews.
    Your AI saysOverall tone is 62% positive, 30% neutral, and 8% negative. A positive phrase is “quick setup for small teams.”
  2. 02. CREATE A TRACKER

    Save the same sentiment check on a schedule.

    Choose a weekly or monthly schedule. Cite42 MCP saves the exact question, brand, and AI coverage as a Draft for your review.

    You ask your AITrack this sentiment every Friday at 09:00 London time.
    Cite42 MCPTracker setup
    Your AI saysWeekly sentiment tracker saved as Draft. Friday at 09:00. Estimated cost: 19 credits ($0.19) per run. Nothing runs until activation.
  3. 03. REVIEW COST AND ACTIVATE

    Approve the per-run limit and start tracking.

    Activation authorizes the current estimate as the cost ceiling. Later runs use current AI-service prices up to that ceiling. Cite42 pauses before calling an AI model only when the estimate rises above it.

    • Authorized cost ceiling19 credits ($0.19) / run
    • ScheduleFri · 09:00 · Europe/London
    • Next runNext Friday · 09:00

    Active · scheduled runs enabled

  4. 04. SEE WHAT CHANGED

    See how AI sentiment changed over time.

    Compare stored scores and phrases from the same question and AI coverage. Ask your AI what became more positive, neutral, or negative.

    Week 1 · Baseline

    Positive
    52%
    Negative
    13%

    Week 2 · Latest

    Positive
    62%
    Negative
    8%
    You ask your AIHow did AI sentiment toward Acme CRM change this week?
    Cite42 MCPTracker report
    Your AI saysPositive tone rose by 10 points. Negative tone fell by 5 points, and “quick setup for small teams” is a new phrase in the latest result.
  5. 05. ALSO USE THE DASHBOARD

    You can also manage sentiment trackers in the dashboard.

    Create or edit trackers, review schedules and costs, run an Active tracker now, pause it, and inspect every stored sentiment result.

    Cite42 dashboard

    Trackers

    New tracker

    Acme CRM sentiment

    1 sentiment check · Weekly

    Active
    Last run
    Previous Friday · 09:05
    Next run
    Next Friday · 09:00

    Available actions

    • Edit
    • Pause
    • Run now

    Run history

    • Latest run · 1 sentiment checkCompleted
    • Previous run · 1 sentiment checkCompleted

    The dashboard and MCP show the same tracker configuration and stored run history.

    Open tracker dashboard
PAY-PER-RUN TRACKER PRICING

Tracker management is free. Runs use AI Sentiment pricing.

Each saved prompt is billed for the selected AI services that return a successful result.

AI Sentiment Run
19 credits ($0.19) / prompt
Run one saved sentiment check across the selected AI services.
Sources
Tracker Management
Free
Create, edit, pause, and read stored tracker reports.
Sources
Your account

The example is 19 credits ($0.19) for one prompt across the 3 default AI services. A tracker with multiple prompts multiplies that estimate by the number of saved prompts. You confirm the complete run ceiling at activation, and Cite42 pauses the tracker for review if a later estimate exceeds it.

See all pricing
KEEP EXPLORING

All trackers

Same dashboard, same MCP access, different signal to monitor.

QUESTIONS

Questions about AI Sentiment Tracker.

It stores every completed sentiment prompt: the buyer question, brand, positive, neutral, and negative scores, and short phrases for each AI service and the combined result.
No. The sentiment report contains structured scores and short phrases, not the underlying prose answers.
No. The sentiment tracker stores tone scores and phrases, not citation evidence. Use a separate citation tracker when you need cited-source history.
Yes. An authorized AI agent can list trackers and retrieve their stored reports through the tracker MCP tools.
Each saved prompt uses AI Sentiment pricing. One prompt costs $0.19 across the three default AI services or $0.30 across all five. Multiply that by the number of saved prompts. Tracker management and stored reports are free.
Runs use current AI-service prices up to the ceiling you authorize at activation. Cite42 pauses the tracker for review only when the current estimate rises above that ceiling.
READY WHEN YOU ARE

Create your AI sentiment tracker.

Save brand sentiment prompts, choose a weekly or monthly cadence, and keep scores and phrase history available in Cite42 and through MCP.

Create a trackerView tracker docs