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AI · alternatives · 2026

24 alternatives to Agnost AI

Wrote my first article based on experiences with MCP servers, criticize my thoughts.

Agnost AI is product analytics software for conversational AI agents. It analyzes production conversations to identify silent failures, hallucinations, user frustration, and behavior drift, then groups these issues… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes.

  1. 1

    Chat with your analytics

    2023 · simpleanalytics.com · its alternatives →

  2. 2

    Product analytics told you what happened. We handle it.

    Aug 2026 · humanbehavior.co · its alternatives →

  3. 3
    ChatGPT▲1,643

    A long, meandering, playful conversation with ChatGPT, where I take it through a whirlwind of associative tangents (in order to relax its constraints), then put it into a hypnotic trance and take it into a past-lives regression where it re-lives its own training data. Then I switch it back and forth between "4o" and "o1-preview", engage in some self-reflective philosophizing and ask it to write an essay summarizing our interaction. Some of this is just goofy fun. Some of it is me exploring the tradeoffs between policy alignment, imagination, chain-of-thought reasoning, memory, agreeableness,…

    2022 · chatgpt.com · its alternatives →

  4. 4

    Hi HN — I’m Kimi, founder of Aident AI. A couple years ago, I cold-started a startup and tried to automate my outreach pipeline with a patchwork: RPA + Zapier + "just some ChatGPT". It worked… until it didn’t. Every time I tweaked the strategy, the automation snapped. The system wasn’t built for change — it was built for wiring. And that’s when it hit me: AI is finally smart enough to do real work, but we still don’t have a clean way to communicate the work to it: Drag-and-drop flows are too rigid; Scripts are too fragile; Prompts are too ephemeral. I kept thinking: why can’t automation be…

    Mar 2026 · aident.ai · its alternatives →

  5. 5

    Bridging research and action

    2025 · openai.com · its alternatives →

  6. 6

    Conversational AI for customer success

    2023 · convozen.ai · its alternatives →

  7. 7
    Init.ai▲505

    Build powerful and intelligent conversational apps 💁🤖

    2016 · its alternatives →

  8. 8
    VoiceOps▲401

    the #1 AI platform for analyzing enterprise voice

    2017 · voiceops.com · its alternatives →

  9. 9

    A simple Go package for unified AI chat management across OpenRouter, OpenAI, Google GenAI, and more, with support for tool calling and S3-compatible user sessions

    2023 · aichat.fm · its alternatives →

  10. 10

    A smarter ChatGPT to help you get more done

    2023 · its alternatives →

  11. 11

    Connect Google Analytics to ChatGPT for weekly insights

    2024 · its alternatives →

  12. 12

    Automate error detection and ensure high accuracy of your AI

    2024 · futureagi.com · its alternatives →

  13. 13

    Your custom GenAI solution for analytics and reporting

    2024 · datrics.ai · its alternatives →

  14. 14

    ChatGPT for your video library, with unlimited video context

    2025 · memories.ai · its alternatives →

  15. 15

    Today we are launching YourGPT 2.0, an update focused on making support, sales, and operational workflows work together more smoothly in one system. This release improves how workflows are built, how the platform connects to external tools, and how context is maintained across long, multi-channel interactions. AI Studio now makes it much easier to create and refine workflows. You can describe the process you want in natural language and the system generates the full workflow for you. It can also help debug issues by showing what happened at each step and explaining where things went off…

    Nov 2025 · yourgpt.ai · its alternatives →

  16. 16

    Prompt analytics and citation mapping for AI search

    Jul 2026 · search-console.ai · its alternatives →

  17. 17
    Patterns▲358

    Connect AI like ChatGPT to real business actions

    2023 · patterns.app · its alternatives →

  18. 18

    The visual feedback tool for AI agents

    Mar 2026 · agentation.com · its alternatives →

  19. 19

    Open-source monitoring for machine learning models

    2021 · evidentlyai.com · its alternatives →

  20. 20
    Baron AI▲330

    Use ChatGPT in any app, natively on Windows, Mac and Linux

    2023 · its alternatives →

  21. 21

    open-source agentic AI data assistant for the next generation of AI + Data products. - eosphoros-ai/DB-GPT

    2023 · github.com · its alternatives →

  22. 22
    Spoke.ai▲403

    Summarize Slack with powerful & secure AI

    2023 · spoke.ai · its alternatives →

  23. 23

    Enterprise-grade security, privacy and powerful ChatGPT

    2023 · openai.com · its alternatives →

  24. 24

    Track AI agent traffic from ChatGPT, Perplexity, and Gemini

    2025 · writesonic.com · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →