Independent technical audit

scientificfigureai.com

Overall AI readiness score

A combined result across all audit signals.

Excellent

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

Overall AI readiness assessment

How ready scientificfigureai.com is for AI systems

95/100

Scientific Figure AI is a legitimate AI scientific figure generation tool. Its llms.txt and llms-full.txt are accessible, well-formatted, and consistent with the website content. No policy violations found.

Audit context

llms.txt is accessible and contains 769 tokens. An expanded llms-full.txt is also available with 10,137 tokens, giving agents more direct context. 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 WebSite, Organization, WebApplication, HowTo, FAQPage; 8 OpenGraph tags were found and markup completeness is 100%.

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
Expanded llms-full.txt
1 sitemap declaration
Schema.org: WebSite, Organization
Complete social metadata

Priority improvements

1Keep machine-readable files and markup aligned with future site changes.

llms.txt tokens769

llms-full.txt tokens10,137

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://scientificfigureai.com/llms.txt

llms-full.txt

Full version is available

https://scientificfigureai.com/llms-full.txt

ai.txt

ai.txt file was not found

robots.txt

File found

https://scientificfigureai.com/robots.txt

Sitemap in robots.txt1

1 sitemap found

Schema.org (JSON-LD)

Types: WebSite, Organization, WebApplication, HowTo, FAQPage

OpenGraph100%

8 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://scientificfigureai.com/sitemap.xml

OpenGraph tags

Social preview metadata found on the homepage.

Markup completeness: 100%

og:titleAI Scientific Figure Generator — Editable Science Figures

og:descriptionOur AI scientific figure generator turns a description, sketch or abstract into a journal-ready figure. Edit every label and export SVG or PPTX. Start free.

og:urlhttps://scientificfigureai.com/

og:typewebsite

og:site_nameScientific Figure AI

og:imagehttps://scientificfigureai.com/og-image.png

og:image:width1200

og:image:height630

Schema.org markup

Structured entities and properties exposed on the homepage.

Types found: 5 · Properties: 7

WebSiteOrganizationWebApplicationHowToFAQPage

nameScientific Figure AI

urlhttps://scientificfigureai.com/

alternateNamescientificfigureai.com

inLanguageen, zh

publisher{"@id":"https://scientificfigureai.com/#organization"}

logohttps://scientificfigureai.com/logo.png

descriptionOur AI scientific figure generator turns a description, sketch or abstract into a journal-ready figure. Edit every label and export SVG or PPTX. Start free.

# Scientific Figure AI

> Publication-ready scientific figures with editable labels: AI illustrations, graphical abstracts, flowcharts, PRISMA diagrams and phylogenetic trees.

Scientific Figure AI makes publication-ready scientific figures whose labels stay editable: AI illustrations from a description, sketch or existing figure, graphical abstracts, flowcharts, PRISMA 2020 diagrams and phylogenetic trees, plus free poster and lab templates. Exports: PNG, JPG, SVG and PowerPoint.

## Product

- [AI Scientific Figure Generator](https://scientificfigureai.com/): Generate editable scientific figures from a description, sketch or existing figure
- [Pricing](https://scientificfigureai.com/pricing): Plans, credit packs and the free tier

## Tools

- [Graphical Abstract Maker](https://scientificfigureai.com/graphical-abstract-maker): Turn an abstract or paper PDF into an editable 2–4 panel graphical abstract (wide, square or tall).
- [PRISMA Flow Diagram Generator](https://scientificfigureai.com/prisma-flow-diagram-generator): Free PRISMA 2020 flow diagram from screening counts, with checks and editable vector output.
- [Phylogenetic Tree Maker](https://scientificfigureai.com/phylogenetic-tree-maker): Draw a publication-style tree from Newick, a lineage table or a distance matrix (neighbor-joining); free.
- [Academic Poster Size Guide](https://scientificfigureai.com/academic-poster-size): Standard academic poster sizes (A0, A1, 36 × 48 in) in cm, inches and pixels, with a calculator, PowerPoint setup and font sizes.
- [BioRender Alternatives](https://scientificfigureai.com/biorender-alternatives): Comparison of BioRender alternatives with prices checked on each pricing page, and AI figures with editable labels.
- [Research Poster Template](https://scientificfigureai.com/research-poster-template): Free editable PowerPoint research poster templates at exact print sizes (36 × 48 in, A0, A1).
- [Animal Cell Diagram](https://scientificfigureai.com/animal-cell-diagram): Labeled and blank animal cell diagram (PNG, SVG) with organelle functions; copy it into the editor to change labels and colors.
- [Neuron Diagram](https://scientificfigureai.com/neuron-diagram): Labeled and blank myelinated neuron diagram (PNG, SVG) with the function of each part; editable copy in the editor.
- [96 Well Plate Template](https://scientificfigureai.com/96-well-plate-template): Free online 96-well plate map: group colors, numbered labels and replicates; export Excel (.xlsx), PDF, PNG or CSV.

## Legal

- [Privacy Policy](https://scientificfigureai.com/privacy-policy)
- [Terms of Service](https://scientificfigureai.com/terms-of-service)

## AI documents

- [llms-full.txt](https://scientificfigureai.com/llms-full.txt): Each tool with its summary and FAQ
- [index.md](https://scientificfigureai.com/index.md): Index of these documents
- [pricing.md](https://scientificfigureai.com/pricing.md): Plans, credit packs, free tier and credit costs
- [capabilities.md](https://scientificfigureai.com/capabilities.md): Inputs, export formats, limits, free vs paid tools

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