Independent technical audit

lemma.work

Overall AI readiness score

A combined result across all audit signals.

Excellent

AI readiness audit: 11/8/2026Public technical data

About the site

Lemma is a runtime for software built by coding agents: the agent writes the app, and Lemma provides a pod with durable tables, files, functions, agents, workflows, permissions and apps so a team can operate it. It targets teams running back-office loops such as support triage, lead qualification and onboarding, and can be reached through Slack, ChatGPT, Claude, Telegram, WhatsApp, email or a purpose-built app. It is open source (AGPLv3 core, Apache-2.0 SDKs) and runs locally, on your own server or on Lemma Cloud.

Category:: AI products
Platform:: Next.js

Written by AI from the site’s llms.txt and homepage.

Overall AI readiness assessment

How ready lemma.work is for AI systems

80/100

Lemma was independently audited by llmsmap. lemma.work currently scores 80/100 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.

Audit context

llms.txt is accessible and contains 730 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 is available. 11 of 11 tracked AI bots are not blocked. Declared sitemaps: 1. The homepage exposes Schema.org types Organization, WebSite; 7 OpenGraph tags were found and markup completeness is 80%.

The Google Lighthouse measurement is still collecting. Once complete, performance, accessibility, technical quality, SEO, and experimental browser-agent signals will be added with a limited weight.

Confirmed strengths

Accessible llms.txt
1 sitemap declaration
Schema.org: Organization, WebSite
Complete social metadata

Priority improvements

1Add llms-full.txt for richer first-party context.

llms.txt tokens730

llms-full.txt tokens—

ai.txt

sitemap.xml

Google Lighthouse technical profile

The background queue is collecting mobile Performance, Accessibility, Best Practices, SEO, and experimental browser-agent signals.

Collecting data

AI readiness checks

Machine-readable files, crawler policy, discovery, and homepage markup.

llms.txt

File found and accessible

https://lemma.work/llms.txt

llms-full.txt

Full version was not found

ai.txt

ai.txt file was not found

robots.txt

File found

https://lemma.work/robots.txt

Sitemap in robots.txt1

1 sitemap found

Schema.org (JSON-LD)

Types: Organization, WebSite

OpenGraph80%

7 OG tags found

AI bot access

Based on robots.txt analysis

GPTBotAllowed

OAI-SearchBotAllowed

ChatGPT-UserAllowed

Google-ExtendedAllowed

ClaudeBotAllowed

Claude-SearchBotAllowed

Claude-UserAllowed

BytespiderAllowed

CCBotAllowed

PerplexityBotAllowed

Perplexity-UserAllowed

Sitemaps

Declared discovery routes for crawlers and agents.

https://lemma.work/sitemap.xml

OpenGraph tags

Social preview metadata found on the homepage.

Markup completeness: 80%

og:titleLemma — Hire an AI teammate

og:descriptionHire an open-source AI teammate and share it with your people. It learns from all of you, builds the tools the job needs, and answers each person within their permissions.

og:urlhttps://lemma.work

og:imagehttps://lemma.work/api/social-card?variant=build&title=Lemma+%E2%80%94+Hire+an+AI+teammate&detail=Hire+an+open-source+AI+teammate+and+share+it+with+your+people.+It+learns+from+all+of+you%2C+builds+the+tools+the+job+needs%2C+and+answers+each+person+within+their+permissions.

og:image:width1200

og:image:height630

og:typewebsite

Schema.org markup

Structured entities and properties exposed on the homepage.

Types found: 2 · Properties: 8

OrganizationWebSite

nameLemma

urlhttps://lemma.work

descriptionLemma is the runtime for agent-built software: a coding agent writes the app, and Lemma gives it a pod so a whole team can use it.

logohttps://lemma.work/icon-192.png

sameAshttps://github.com/lemma-work

contactPointhttps://lemma.work/contact

legalNameFolks and Machines, Inc.

publisher{"@id":"https://lemma.work/#organization"}

# Lemma

> Lemma is the runtime for agent-built software: a coding agent writes the app, and Lemma gives it a pod — durable tables, files, functions, agents, workflows, permissions, and apps — so a team can run it, not just the person who prompted it.

Open source (AGPLv3 core, Apache-2.0 SDKs). Runs on your own machine, your own server, or Lemma Cloud.

## When to use Lemma

- Turning a coding agent's output into something a team can operate day to day: support triage, lead qualification, expense review, onboarding, launch tracking, and similar back-office operating loops.
- Giving an agent durable state (tables, files) and deterministic actions (functions) instead of re-deriving everything from chat history on every run.
- Reaching one system from wherever the work already happens — Slack, ChatGPT, Claude, Telegram, WhatsApp, email, or a purpose-built app — under one permission model, instead of copies of the data forking per surface.
- Calling a product programmatically: the SDKs and CLI are the primary integration path, not a UI meant only for humans.
- Skip Lemma for a single-session chat agent with no persistent state, no team of users, and no automation beyond that one conversation — that is simpler done directly against a model provider.

## Docs

- [Documentation](https://lemma.work/docs): platform concepts, SDK reference, CLI reference, and build guides.
- [Quickstart](https://lemma.work/docs/getting-started): create an account, run Lemma locally or in the cloud, install the CLI, and create a pod.
- [Overview](https://lemma.work/docs/overview): the mental model — pods, tables, files, functions, agents, workflows, apps.
- [SDK Installation](https://lemma.work/docs/sdk/installation): install and configure `lemma-sdk` (TypeScript) or `lemma-sdk` (Python).
- [SDK Core Client](https://lemma.work/docs/sdk/client): the LemmaClient namespace map.
- [CLI Overview](https://lemma.work/docs/cli/overview): command groups and global options for `lemma-terminal`.

## API

- [OpenAPI spec](https://lemma.work/openapi.json): the full Lemma Cloud API surface, one operationId and description per operation.
- [Auth and Context](https://lemma.work/docs/cli/auth-and-context): authenticate the CLI and inspect org/pod context.
- [React Auth and Pod Access](https://lemma.work/docs/sdk/react-auth): AuthGuard and pod-access hooks for app frontends.

## Optional

- [About](https://lemma.work/about): who makes Lemma.
- [Contact](https://lemma.work/contact): support, security, sales, and privacy contacts.
- [Privacy](https://lemma.work/privacy)
- [Terms of Service](https://lemma.work/tos)
- [Changelog](https://lemma.work/changelog): every release, newest first.
- [Blog](https://lemma.work/blog)
- [GitHub](https://github.com/lemma-work/lemma-platform): source, issues, and the license split.
- [Discord](https://discord.gg/x2NVyNPQR): talk to the team and other people building with Lemma.

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