AI · alternatives · 2026
24 alternatives to TraceAIO – open-source LLM visibility tracker
I built TraceAIO, an open-source tool that prompts LLMs on your behalf and tells you whether ChatGPT, Perplexity, and Gemini mention your brand — and which competitors and sources show up instead. Yeah, this category smells a bit like a grift, same as early SEO. And I think over time it will become just SEO again, and become about good content. The tool just helps you monitor over time. It queries the browser products through real browser sessions, not APIs, runs on Docker, with an MCP server so you can query your own data through an LLM. No business model, Apache 2.0, self hosted. If you…
Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Prices are shown for the 2 we have checked on their own sites, 2 of them free or with a free tier.
- 1
LLM SEO Monitor▲526Monitor what ChatGPT, Google Gemini and Claude recommend
2025 · llmseomonitor.com · its alternatives →
- 2
traceAI▲273Open-source LLM tracing that speaks GenAI, not HTTP.
Apr 2026 · github.com · its alternatives →
- 3
LLM SEO Report▲302Check your brand's visibility on ChatGPT and Google Gemini
2025 · llmseoreport.com · its alternatives →
- 4
OneGlanse▲77Free open-source GEO tracker for LLM visibility
Apr 2026 · oneglanse.com · its alternatives →
- 5
Humans vs LLMs▲138Hi HN, We just launched [AI Page Ready](https://aipageready.com) — a tool to check if your web pages are discoverable and understandable by AI tools like ChatGPT, Claude, Gemini, and Perplexity. It runs 40+ checks across six areas: Discoverability & Crawlability, Structured Data & Semantics, Content Quality, Answer-Ready Formatting, Accessibility & Rendering, and Deep AI LLM-specific checks. Would love your feedback — especially if you work in eCommerce, SEO, content, SaaS, or are trying to get traffic from AI tools. (Also open to ideas on what else to add to the tool!)
2025 · aipageready.com · its alternatives →
- 6
AI Search Visibility Monitorfree tier, from $79/mo▲400Your AI search ranking tool—for ChatGPT, Gemini, & Claude.
2025 · writesonic.com · its alternatives →
- 7
Finseo.ai▲175Track your visibility in chatgpt, perplexity, gemini & more
2025 · finseo.ai · its alternatives →
- 8
Promptmonitor▲231Get your brand mentioned by ChatGPT, Gemini + other AI/LLMs
2025 · promptmonitor.io · its alternatives →
- 9
Breadcrumb▲163Open-source LLM tracing for agent visibility
Mar 2026 · breadcrumb.sh · its alternatives →
- 10
Trails▲81Hey all, Justin here. I previously built Phind, the AI search engine for developers. One of the biggest problems we had there was figuring out what went wrong with bad searches. We had tons of searches per day, but less than 1% of users gave any explicit feedback. So we were either manually digging through searches or making general system improvements and hoping they helped. This problem gets harder with agents. Traces are longer and more complex. It takes more effort to review them, so I'm building a tool that lets you analyze LLM outputs directly to help developers of LLM apps and agents…
Jan 2026 · trails-red.vercel.app · its alternatives →
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First Answer ▲117Boost your brand’s visibility inside AI-generated answers
2025 · firstanswer.ai · its alternatives →
- 13
Track your brand's/business visibility in AI responses
Nov 2025 · visible-landing-page.vercel.app · its alternatives →
- 14AT
I recently built a small open-source tool to benchmark different LLM API endpoints — including OpenAI, Claude, and self-hosted models (like llama.cpp). It runs a configurable number of test requests and reports two key metrics: • First-token latency (ms): How long it takes for the first token to appear • Output speed (tokens/sec): Overall output fluency Demo: https://llmapitest.com/ Code: https://github.com/qjr87/llm-api-test The goal is to provide a simple, visual, and reproducible way to evaluate performance across different LLM providers, including…
2025 · llmapitest.com · its alternatives →
- 15
Track AI bots visiting your site + monitor when ChatGPT, Perplexity & Claude cite your domain. Free AI bot tracker with citation tracking, real-time analytics & llms.txt repository.
2025 · llmscentral.com · its alternatives →
- 16Searchifyfree tier, from $149/mo▲9
After being asked about it a million times, I built a tool that tracks how you and your competitors show up in chatgpt queries. We analyze your site, figure out your ICP and competitors, then ask llms questions that your customers would be asking. Would love some feedback on what's good and what's missing
Oct 2025 · searchify.ai · its alternatives →
- 17
LLMCheck ▲7Check where your brand ranks with regard to llm optimization and visibility. I've setup a basic analysis view for now, would love to know what features folks specifically would like to see going ahead.
2025 · llmcheck.app · its alternatives →
- 18IB
Hey HN, I've been working on something cool that I wanted to share with you all. It's called Viewpoint, an analytics tool for LLMs like OpenAI, Anthropic models, and Gemini. The idea came from the constant flood of new LLM models and the need to figure out which ones work best for my projects without breaking the bank. With viewpoint, I can track token usage, costs, latency(WIP), and traffic over time, making it easier to compare different models and see which ones perform best and save money. The tool works asynchronously, so it doesn't add any latency to your LLM requests, and you have…
2024 · viewpointhq.com · its alternatives →
- 19
An open source Next app template to monitor your AI apps
2025 · github.com · its alternatives →
- 20
Hey HN, I built browser-use, an open-source alternative to OpenAI’s Operator for browser-use systems, and here’s why I think it’s better: Flexibility: You can use any LLM with our tool – Gemini, Anthropic, Qwen, Llama, DeepSeek, and more. As new models improve, so does your agent. Open Source: No need to pay $200/month or endure long waitlists – it’s free and accessible to everyone today. Custom Automation: Our Python package allows you to build actual web automations. Your LLM can gain new tools, like file uploads. Cost: Our system is 30x cheaper than Operator, e.g., when used with…
2025 · github.com · its alternatives →
- 21
Hi HN, I’m excited to share something I’ve been working on: ScoutlyAI—a tool that simplifies tracking competitors’ social media and online activity. The idea came from my own frustration with how scattered and time-consuming it is to keep an eye on competitors. I wanted something that could monitor multiple sources (like websites, Instagram, and X), summarize the important updates, and present actionable insights—all in one place. ScoutlyAI does just that: • You create “scouts” for competitors by selecting sources you want to track. • It uses AI to distill changes (like posts, updates, or…
2025 · scoutlyai.com · its alternatives →
- 22
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LucidRank▲12See if ChatGPT, Gemini, and other AI's mention your product
2025 · lucidrank.io · its alternatives →
- 24
Hi HN, Hugh and Vince here. LLMonitor helps you record, trace & search your LLM queries and chatbot conversations. You can also capture user feedback on your frontend and correlate it with backend LLM queries then use that to fine-tune your own models. The project started has an internal tool in our previous (failed) AI startup. We’re aware the LLM observability space is very crowded. Apart from being open-source, we differentiate with: - Model-agnostic and minimal lock-in (no MITM of requests). - High focus on DX and dashboard clarity. - Support for complex scenarios: e.g. a chatbot that…
2023 · github.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 →