Overall AI readiness score
A combined result across all audit signals.
Overall AI readiness score
A combined result across all audit signals.
Overall AI readiness assessment
InstantDB was independently audited by llmsmap. instantdb.com currently scores 61/100 for AI readiness. The result combines AI-specific files, crawler policy, sitemap discovery, structured homepage data, and—when available—the mobile Google Lighthouse technical profile.
llms.txt is accessible and contains 1,376 tokens. No accessible llms-full.txt was detected, so deeper context still has to be assembled from regular pages. No separate ai.txt policy was detected; it is optional, but can clarify training, retrieval, and attribution preferences.
robots.txt was not found, so explicit crawler policy could not be confirmed. No Schema.org type was detected on the homepage. 7 OpenGraph tags were found and markup completeness is 30%, leaving more entity interpretation to crawlers.
The mobile Lighthouse profile adds Performance 50/100, Accessibility 76/100, Best Practices 96/100, SEO 82/100, and experimental Agentic Browsing 67/100. These signals have a limited weight: they complement rather than replace llms.txt, robots.txt, and structured-data checks.
A mobile Lighthouse measurement. Google’s experimental Agentic Browsing category is explained separately and does not replace the broader llmsmap AI-readiness score.
Performance
Accessibility
Best Practices
Technical SEO
Agentic Browsing
Mobile performance is 50/100, with the largest visible content block appearing in 8.5 s and the browser main thread blocked for 450 ms. Layout shift was 0. The main thread is where the browser runs JavaScript, calculates layout, and paints the page; long work there delays both user input and browser-agent actions.
Accessibility scored 76/100, Best Practices 96/100, and technical SEO 82/100. The experimental Agentic Browsing category scored 67/100. It measures signals Google currently tests for software agents and is shown separately from the llmsmap AI-readiness score.
Split long JavaScript tasks, defer non-critical scripts and styles, and shorten blocking request chains. This helps the primary content appear sooner and makes controls usable earlier.
Give buttons and links accessible names, associate labels with fields, and use ordered headings and semantic regions. The same structure helps screen readers and software agents understand actions.
Verify unique titles and descriptions, crawlability, canonicals, descriptive link text, and language relationships. This reduces ambiguity for search engines and AI systems selecting a page.
First content
Main content
Layout stability
Blocking time
Visual speed
Machine-readable files, crawler policy, discovery, and homepage markup.
Full version was not found
ai.txt file was not found
robots.txt file was not found
Sitemap is not declared in robots.txt
Schema.org markup was not found on the homepage
7 OG tags found
Based on robots.txt analysis
Social preview metadata found on the homepage.
og:titleInstantDB: the best backend for AI-coded appsog:descriptionWe make you and your agent more productive by giving your frontend a real-time database.og:image:altInstantDB: The best backend for AI-coded appsog:image:typeimage/pngog:image:width1200og:image:height630# InstantDB > Instant is a modern Firebase. We make you productive by giving your frontend a real-time database. Below is a reference for documentation on using Instant. ## Docs - [Common mistakes](https://instantdb.com/docs/common-mistakes.md): Common mistakes when working with Instant - [Instant - The Modern Firebase.](https://instantdb.com/docs.md): How to use Instant with React - [Initializing Instant](https://instantdb.com/docs/init.md): How to integrate Instant with your app. - [Modeling data](https://instantdb.com/docs/modeling-data.md): How to model data with Instant's schema. - [Writing data](https://instantdb.com/docs/instaml.md): How to write data with Instant using InstaML. - [Reading data](https://instantdb.com/docs/instaql.md): How to read data with Instant using InstaQL. - [Infinite Queries](https://instantdb.com/docs/infinite-queries.md): How to subscribe to large amounts of data incrementally - [Instant on the Backend](https://instantdb.com/docs/backend.md): How to use Instant on the server with the Admin SDK. - [Patterns](https://instantdb.com/docs/patterns.md): Common patterns for working with InstantDB. - [Auth](https://instantdb.com/docs/auth.md): Instant supports magic code, OAuth, Clerk, and custom auth. - [Magic Code Auth](https://instantdb.com/docs/auth/magic-codes.md): How to add magic code auth to your Instant app. - [Guest Auth](https://instantdb.com/docs/auth/guest-auth.md): Let your users try your app before creating an account - [Permissions](https://instantdb.com/docs/permissions.md): How to secure your data with Instant's Rule Language. - [Rate Limits](https://instantdb.com/docs/rate-limits.md): How to add rate limiting to your Instant app with permission rules. - [Managing users](https://instantdb.com/docs/users.md): How to manage users in your Instant app. - [Presence, Cursors, and Activity](https://instantdb.com/docs/presence-and-topics.md): How to add ephemeral features like presence and cursors to your Instant app. - [Instant CLI](https://instantdb.com/docs/cli.md): How to use the Instant CLI to manage schema and permissions. - [Self Hosting](https://instantdb.com/docs/self-hosting.md): Run InstantDB entirely on your own server. - [Storage](https://instantdb.com/docs/storage.md): How to upload and serve files with Instant. - [Streams](https://instantdb.com/docs/streams.md): How to stream and persist data with Instant. - [Webhooks](https://instantdb.com/docs/webhooks.md): How to receive, verify, and manage Instant webhooks. - [Stripe Payments](https://instantdb.com/docs/stripe-payments.md): How to add payments to your Instant app with Stripe. - [Admin HTTP API](https://instantdb.com/docs/http-api.md): Direct HTTP access to Instant's admin API for non-JavaScript environments. - [(Experimental) NextJS SSR](https://instantdb.com/docs/next-ssr.md): Use server-side-rendering with InstantDB and Next.js. ## Optional - [Getting started with React Native](https://instantdb.com/docs/start-rn.md): How to use Instant with React Native - [Getting started with Vanilla JS](https://instantdb.com/docs/start-vanilla.md): How to use Instant with Vanilla JS - [Getting started with SolidJS](https://instantdb.com/docs/start-solidjs.md): How to use Instant with SolidJS - [Getting started with Svelte](https://instantdb.com/docs/start-svelte.md): How to use Instant with SvelteKit and Svelte 5 - [Getting started with Vue](https://instantdb.com/docs/start-vue.md): How to use Instant with Vue 3 and Vite - [Getting started with TanStack Start](https://instantdb.com/docs/start-tanstack.md): How to use Instant with TanStack Start - [Getting started with Python](https://instantdb.com/docs/start-python.md): How to use Instant from Python with the admin SDK. - [Create Instant App](https://instantdb.com/docs/create-instant-app.md): Use create-instant-app to scaffold a new Instant project - [Recommended Workflow](https://instantdb.com/docs/workflow.md): How to develop with Instant - [Using Instant with LLMs](https://instantdb.com/docs/using-llms.md): How to use Instant with LLMs - [Google OAuth](https://instantdb.com/docs/auth/google-oauth.md): How to add Google OAuth to your Instant app. - [Sign In with Apple](https://instantdb.com/docs/auth/apple.md): How to add Sign In with Apple to your Instant app. - [GitHub OAuth](https://instantdb.com/docs/auth/github-oauth.md): How to add GitHub OAuth to your Instant app. - [LinkedIn OAuth](https://instantdb.com/docs/auth/linkedin-oauth.md): How to add LinkedIn OAuth to your Instant app. - [Clerk](https://instantdb.com/docs/auth/clerk.md): How to integrate Clerk's auth flow with Instant. - [Firebase Auth](https://instantdb.com/docs/auth/firebase.md): How to integrate Firebase's auth flow with Instant. - [Devtool](https://instantdb.com/docs/devtool.md): Use the Instant devtool to inspect your app in development. - [Platform API](https://instantdb.com/docs/platform-api.md): Spin up Instant apps on demand and manage schema with the Platform API. - [Explorer Component](https://instantdb.com/docs/explorer-component.md): Use the Explorer Component in your own apps - [Custom email templates and senders](https://instantdb.com/docs/emails.md): How to customize magic code emails. - [App teams (Pro)](https://instantdb.com/docs/teams.md): How to manage your Instant app's team members and their roles. - [Migrating from Supabase](https://instantdb.com/docs/migrate-from-supabase.md): A prompt for your AI coding assistant to migrate a Supabase project to InstantDB.