nowfound

AI · alternatives · 2026

24 alternatives to xMap

Transform geospatial data into real-time insights using LLM

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 1 we have checked on their own sites, 1 of them free or with a free tier. xMap launched in 2024; newer entries below may have overtaken it.

  1. 1

    Christmas project from a personal need to find ideal locations.

    2024 · godview.ai · its alternatives →

  2. 2

    Find your best LLM for a local inference

    2023 · its alternatives →

  3. 3

    I often need to convert times between time zones, so I built this tool to convert between them quickly and efficiently. 1. Add the cities you want to convert between (this is saved in the browser). 2. Drag on the map until the time on the source city is the time you want. 3. Look at the time at the other city. It's even more helpful to use on a phone since it doesn't require typing to convert between time zones or look up the time in another city (assuming you already added the cities you care about). If you need to convert a time far in the future, you can input the date and time in the…

    Sep 2026 · ishamf.dev · its alternatives →

  4. 4
    Atlas.new▲524

    The AI agent for maps and spatial data

    Jan 2026 · atlas.new · its alternatives →

  5. 5

    Monitor 2200+ live trends with real search volumes

    2025 · llmseotrends.com · its alternatives →

  6. 6

    Curated resources related to deploying LLMs into production

    2023 · its alternatives →

  7. 7

    Ask questions about your data in plain english

    2023 · movinglake.com · its alternatives →

  8. 8

    Browse news content in one concise 3D view

    2024 · minimap.ai · its alternatives →

  9. 9
    Lume▲181

    Automate data mappings using AI

    2024 · lume.ai · its alternatives →

  10. 10

    Like Ahrefs for LLM optimization

    2024 · its alternatives →

  11. 11

    Hey HN, I am the founder of Tensorlake. Prototyping LLM applications have become a lot easier, building decision making LLM applications that work on constantly updating data is still very challenging in production settings. The systems engineering problems that we have seen people face are - 1. Reliably process ingested content in real time if the application is sensitive to freshness of information. 2. Being able to bring in any kind of model, and run different parts of the pipeline on GPUs and CPUs. 3. Fault Tolerance to ingestion spike, compute infrastructure failure. 4. Scaling compute,…

    2024 · getindexify.ai · its alternatives →

  12. 12IG

    Data automation and visualization platform for spreadsheet users.

    2024 · columns.ai · its alternatives →

  13. 13
    Llog▲53

    Analytics and insights from your LLM model

    2023 · llog.ai · its alternatives →

  14. 14

    Hi, I was a corporate lawyer for many years working with a lot of financial services and insurance companies. In practicing law, I noticed there was a lot of repetition in the tasks I was working on even as a highly paid attorney that could be automated. I wanted to solve the problem of dealing with a lot information and data in a practical way, using AI. This motivated me to start AI Bloks/LLMWare with my husband, who had a deep background in software and is a very early adopter of AI. We have been on this journey with our open source project LLMWare for the past 4 months, producing a…

    2024 · github.com · its alternatives →

  15. 15

    Track and improve your visibility on AI Search

    Dec 2025 · llmpulse.ai · its alternatives →

  16. 16

    The API for data-driven mapping

    2015 · its alternatives →

  17. 17

    Mapping platform built for enterprises

    2021 · nextbillion.ai · its alternatives →

  18. 18
    xyzt.ai▲61

    Scale your location analytics to the billions! No code.

    2022 · xyzt.ai · its alternatives →

  19. 19

    Hi HN, I am Jan, CTO and co-founder of Pathway.com. We’ve built a LLM microservice that answers questions about a corpus of documents, while automatically reacting to additions of new docs. The single, self-contained service fully replaces a complex multi-system pipeline that scans in real-time for new documents, indexes them into a specialized database and queries it to generate answers. Everyone can have their own real-time vector now. Github: https://github.com/pathwaycom/llm-app Demo video: https://youtu.be/kcrJSk00duw I am eager to hear your thoughts…

    2023 · github.com · its alternatives →

  20. 20

    Track LLM usage, costs & tokens with real-time insights.

    2025 · affordai.io · its alternatives →

  21. 21

    The technical SEO platform for ChatGPT and AI Search

    Jun 2026 · aisearchradar.io · its alternatives →

  22. 22
    xMem▲8

    Memory Orchestrator for LLMs

    2024 · xmem.xyz · its alternatives →

  23. 23

    Hi HackerNews, Lately, I have seen an explosion in posts offering paid APIs/services to get unstructured data into LLMs (i.e. langchain extract, ragflow, unstructured, unstract, just to name a few) and I have been largely disappointed by them, either because they fail to implement multimodal support, fail to give good context for "really tricky" PDFs / Word docs / Powerpoints, or are just plain difficult to use. In light of all these posts I figured I'd share my solution that has been working smoothly for me and my clients. I put it up on GitHub for free so you can check it…

    2024 · github.com · its alternatives →

  24. 24

    Generate llm-friendly content for websites

    2025 · geo-generator.vercel.app · its alternatives →

Also compare

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 →