Benchmark · measured October 2026

How AI-ready are the top SaaS websites?

Name: Top SaaS AI readiness benchmark
Creator: LLMready

We ran the LLMready crawler against 35 leading SaaS homepages and scored each on bot access, content extractability, semantic metadata and citation readiness.

82/100

Median AI readiness

80%

Publish an llms.txt

17%

Publish llms-full.txt

91%

Allow all 4 core AI bots

Key findings

Atlassian leads with 90/100 (A-).
80% of these sites already publish an llms.txt, but only 17% offer a full-text llms-full.txt companion.
2 of 35 sites block at least one core AI crawler (GPTBot, PerplexityBot, ClaudeBot or Google-Extended) in robots.txt.
The weakest category on average is citation readiness at 68/100 — usually from thin server-rendered text, missing authorship signals or slow HTML.

Bot access

Content extractability

Semantic metadata

Citation readiness

Score distribution

Leaderboard

#	Company						llms.txt
1	Atlassian Developer tools	90 A-	96	82	100	83	Valid
2	Pipedrive CRM	89 B+	90	91	96	81	Valid
3	Shopify Commerce	87 B+	100	84	92	70	Valid
4	Zapier Automation	87 B+	96	82	92	77	Valid
5	Supabase Developer tools	87 B+	100	84	100	64	Valid
6	Mailchimp Marketing	86 B	90	87	100	70	Valid
7	Squarespace Website builders	86 B	94	82	95	75	Valid
8	Stripe Payments	85 B	94	74	100	73	Valid
9	HubSpot Marketing	85 B	90	87	95	69	Valid
10	Webflow Website builders	85 B	90	73	97	80	Valid
11	Cloudflare Infrastructure	84 B	96	73	100	68	Valid
12	Wix Website builders	84 B	90	79	100	67	Valid
13	Salesforce CRM	84 B	84	76	100	81	Issues
14	Datadog Observability	83 B	90	61	100	84	Valid
15	Calendly Scheduling	83 B	94	79	96	64	Valid
16	Framer Website builders	83 B	94	79	92	66	Valid
17	Notion Productivity	82 B-	90	69	100	72	Valid
18	Asana Productivity	82 B-	94	64	100	73	Valid
19	Vercel Developer tools	81 B-	90	72	95	68	Valid
20	GitLab Developer tools	81 B-	76	82	100	69	Missing
21	Intercom Customer support	80 B-	90	79	95	58	Valid
22	Dropbox Storage	80 B-	90	82	94	56	Valid
23	monday.com Productivity	80 B-	94	64	97	64	Valid
24	Slack Collaboration	79 C+	90	91	65	64	Valid
25	Twilio Communications	79 C+	84	76	91	68	Issues
26	GitHub Developer tools	78 C+	100	77	65	63	Valid
27	Loom Video	78 C+	78	87	92	59	Valid
28	Ahrefs Marketing	77 C+	76	75	96	66	Missing
29	Semrush Marketing	77 C+	60	87	92	77	Valid
30	Zoom Collaboration	71 C-	76	49	100	62	Missing
31	Linear Developer tools	70 C-	90	79	59	47	Valid
32	Grammarly Productivity	70 C-	76	79	67	55	Missing
33	Airtable Productivity	69 D	76	82	65	51	Missing
34	Figma Design	66 D	40	77	92	64	Missing
35	Miro Collaboration	66 D	76	62	67	56	Missing

1 site could not be measured because its firewall challenged our crawler.

Methodology

How we measured

Each homepage was fetched once by the LLMready crawler in October 2026, without executing JavaScript, alongside robots.txt, /llms.txt, /llms-full.txt, the XML sitemap and a sample of linked pages. Scores use the same 40+ checks as the public audit: bot access (30%), content extractability (25%), semantic metadata (20%) and citation readiness (25%).

Results reflect a single point in time from one location. Response times and some content can vary by region, and sites may have changed since measurement. Run a live audit to see current results.

How does your site compare?

The median top SaaS homepage scores 82. Find out where you land.