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Alternatives

Products that do what Consumer Sentiment Match does

We revamped our consumer score to increase accuracy

  1. 1

    Your AI search ranking tool—for ChatGPT, Gemini, & Claude.

    2025

  2. 2

    Check your brand's visibility on ChatGPT and Google Gemini

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  3. 3

    Know your rivals, win your market.

    2024 · branding5.com

  4. 4

    Monitor what ChatGPT, Google Gemini and Claude recommend

    2025

  5. 5

    Prompt analytics and citation mapping for AI search

    Jul 2026 · search-console.ai

  6. 6

    Turn AI Mentions & Citations Into Revenue

    Nov 2025

  7. 7

    Market intelligence & Equity insights just got faster

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  8. 8
    Insight7308

    Automate customer research to build products customers want

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  9. 9

    Measure and improve how your brand appears in AI search

    Apr 2026 · gemmetric.ai

  10. 10

    Get your brand mentioned by ChatGPT, Gemini + other AI/LLMs

    2025

  11. 11IM

    This is another one of my automate-my-life projects - I'm constantly asking the same question to different AIs since there's always the hope of getting a better answer somewhere else. Maybe ChatGPT's answer is too short, so I ask Perplexity. But I realize that's hallucinated, so I try Gemini. That answer sounds right, but I cross-reference with Claude just to make sure. This doesn't really apply to math/coding (where o1 or Gemini can probably one-shot an excellent response), but more to online search, where information is more fluid and there's no "right" search engine + text…

    2024 · ithy.com

  12. 12
    Feedback.131

    The AI powered navigator for customer sentiment analysis

    2024

  13. 13
    Mentions115

    AI-powered brand monitoring in real time

    2025

  14. 14

    A sentiment analysis API for customer surveys

    2019

  15. 15
    Aiso65

    Rank your brand in ChatGPT, Gemini, and AI answers

    May 2026 · getaiso.com

  16. 16IV

    Hey HN! This has been my project for a few years now. I recently brought it back to life after taking a pause to focus on my studies. My goal with this project is to separate fluff from science when shopping for supplements. I am doing this in 3 steps: 1.) I index every supplement on the market (extract each ingredient, normalize by quantity) 2.) I index every research paper on supplementation (rank every claim by effect type and effect size) 3.) I link data between supplements and research papers Earlier last year, I took pause on a project because I've ran into a few issues: Legal: Shady…

    Jan 2026 · pillser.com

  17. 17

    Measure sentiment on the popular reddit forum

    2021

  18. 18

    Open online sentiment tracker on the subjects that matter

    2020

  19. 19

    Turn One Sentence Into Complete Market Research

    Feb 2026 · promptscan.suppliflex.tech

  20. 20AF

    Hey HN! I've always been fascinated by financial markets. This month, I decided to build a tool to help with the research of stocks and cryptocurrencies. I'm using YFinance as a data source because it's free and provides a wide range of reliable market data. For sentiment analysis, I'm leveraging Google Trends to gauge public interest and sentiment over time. The tool, named Zenith, is a command-line utility with four main features: Market Analysis: Provides insights like moving averages, RSI, and volatility for selected stocks or cryptocurrencies. Sentiment Analysis: Uses Google Trends to…

    2024 · github.com

  21. 21

    Track if AI recommends your brand or competitors

    Jan 2026 · citationscout.com

  22. 22

    Track if AI recommends your brand or competitors

    Jan 2026 · citationscout.com

  23. 23

    No more general AI insights: make data-driven decisions

    2025

  24. 24CG

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