AI · alternatives · 2026
24 alternatives to Lagotto Meter
Built this to measure the semantic delta between what a site declares and what an AI agent actually reconstructs. Free, no signup. I'm the author — happy to answer questions.
Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes.
- 1
LLM SEO Monitor▲526Monitor what ChatGPT, Google Gemini and Claude recommend
2025 · llmseomonitor.com · its alternatives →
- 2
LLM Stats▲293I was overspending on GPT-4o. It was really hard to compare different models I could switch to, so I built this LLM comparison tool. It shows leaderboards, pricing, and performance data across 100+ LLMs (including all major providers and open-source models). Key features: - Live pricing comparisons - Benchmark Scores (MMLU, HumanEval, GPQA, etc.) - Context length vs cost analysis - Speed/throughput tests across providers - Quality vs price visualizations - Open source (all data verifiable) Try it out: https://llmstats.com I'd like to know your opinion :) Tech stack: Next.js,…
Oct 2025 · llm-stats.com · its alternatives →
- 3
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 →
- 4
LLM SEO Report▲302Check your brand's visibility on ChatGPT and Google Gemini
2025 · llmseoreport.com · its alternatives →
- 5
LLMrefs▲314AI SEO Keyword Rank Tracker for LLM Search Engines
2025 · llmrefs.com · its alternatives →
- 6
LLM Pricing▲178LLMs price comparison tool developed and updated by LLM
2024 · ailesson.io · its alternatives →
- 7AT
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 →
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- 9
IndexedAI▲89Your site scores X/100 for AI agents with next steps
May 2026 · indexedai.tech · its alternatives →
- 10
Estimate prompt cost before you call the LLM API
May 2026 · singhajit.com · its alternatives →
- 11
Annotate translation errors, score quality, get PDF reports
2025 · alconost.mt · its alternatives →
- 12TO
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…
Jun 2026 · traceaio.org · its alternatives →
- 13
Check which model your AI agent is really using
Jul 2026 · verifyllmapi.com · its alternatives →
- 14
Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic. - promptfoo/promptfoo
2023 · github.com · its alternatives →
- 15SD
Hi! Been working on DialtoneApp, a free domain scanning tool to see how your site does with all the new rules for AI SEO. Also known as AEO (Answer Engine Optimization) or GEO (Generative Engine Optimization) the A can also stand for "Agent"! It's a whole new world out there and we haven't even gotten to agents.json files and the new "b2b" (bot to bot) commerce part. But there are some standards starting to take shape with llms.txt and using things like: on all your html pages to have this other markdown version. We list the top 300 sites in terms of how well they follow all the new rules.…
Apr 2026 · its alternatives →
- 16
RagMetrics▲13We built live AI evaluation to detect hallucinations, grounding issues, and drift as outputs are generated. This helps teams move GenAI from pilots into production.
2025 · ragmetrics.ai · its alternatives →
- 17
AI assistants like ChatGPT, Claude, and Perplexity are replacing Google for millions of searches. But most websites are invisible to them. LLMGeoKit is a free scanner that analyzes your site across 7 dimensions of LLM visibility: - Robots.txt & crawler access - Structured data (JSON-LD) - Metadata & Open Graph tags - Content structure - llms.txt (the new standard for AI) - Citation signals - Content extractability Get your score in 30 seconds. No signup required. We built this because SEO is evolving into GEO (Generative Engine Optimization), and most companies have no idea where they stand.
Jan 2026 · llmgeokit.com · its alternatives →
- 18
EU-Native LLM Observability. Stop Flying Blind on AI Spend.
Feb 2026 · its alternatives →
- 19
The LLM Evaluation Framework. Contribute to confident-ai/deepeval development by creating an account on GitHub.
2023 · github.com · its alternatives →
- 20
Is your website ignored by AI search engines?
Jul 2026 · carloscodesfor.me · its alternatives →
- 21
Generate llms.txt + robots.txt to get cited by AI
Jun 2026 · austhen.com.br · its alternatives →
- 22
Is your website ready for AI search? Find out in seconds.
Feb 2026 · geo-ready.flowful.ai · its alternatives →
- 23
Directory of all 28 AI crawlers — GPTBot, ClaudeBot, PerplexityBot, Google-Extended and more — with robots.txt rules to allow or block each one.
Jul 2026 · geoprompttracker.com · its alternatives →
- 24
llms-txt-gen▲12Generate your site's llms.txt in one command
Jun 2026 · 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 →