Can AI crawlers read pipeline.app?
AI crawlers can read some of this site. The fixes below close the gaps. 11 of 20 checks failed.
Scored 60/100 on 2026-10-17 from https://pipeline.app/
What an AI crawler gets
The first 400 characters of text in the HTML, before any JavaScript runs.
Pipeline | Get more first-time donors Skip to content Login Schedule Call Get more first-time donors who love your mission, automatically! Finding new donors shouldn't mean wasting money on ineffective ads and piecing together expensive apps, spreadsheets, and sticky notes, a messy system that too often lets valuable donors fall through the cracks. We can turn your donor pyramid into a pipeli...
3,553 characters of readable text
Which AI crawlers are allowed
| Crawler | robots.txt says |
|---|---|
| GPTBot | Allowed |
| OAI-SearchBot | Allowed |
| ClaudeBot | Allowed |
| Claude-SearchBot | Allowed |
| PerplexityBot | Allowed |
| Perplexity-User | Allowed |
| Google-Extended | Allowed |
| CCBot | Allowed |
| Bytespider | Allowed |
| Amazonbot | Allowed |
Score by category
Fixes, biggest first
Add structured data (JSON-LD)
Machine-readable facts about your business: name, logo, what you sell. AI systems use it to describe you accurately.
Publish a sitemap.xml
A list of every page you want found. Without one, crawlers only find what's linked.
Publish a robots.txt file
Crawlers look here first for the rules of your site. With no file, every bot guesses.
Add real copy to the page
Readable text is a tiny share of the page's code, or there's very little of it. Crawlers summarise words, not markup.
Describe your organisation in JSON-LD
Organization or WebSite objects tie your site to a known entity, so answers name you correctly.
Keep sitemap dates fresh
No lastmod date in the last 90 days, so crawlers can't tell what changed and may not come back.
Offer a machine-readable interface
A valid /openapi.json or /llms-full.txt lets AI agents use your product or read your docs in full, not just your homepage.
Add an llms.txt file
A short Markdown summary of your site at /llms.txt. Cheap to add, but few AI systems request it yet, so it's worth 3 points.
Add Open Graph tags
og:title, og:description and og:image control how your link looks when shared, including in AI chat apps.
Add a canonical link
Tells crawlers which URL is the real one when the same page is reachable at several.
Mirror llms.txt at /.well-known/llms.txt
Some tools look in the .well-known folder instead. A copy of the same file covers both.
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9 checks passed
- Let GPTBot crawl the site (6 points)
- Let ClaudeBot crawl the site (6 points)
- Let PerplexityBot crawl the site (6 points)
- Put your words in the HTML (18 points)
- Stop serving an empty app shell (10 points)
- Give the page an h1 heading (4 points)
- Use semantic HTML tags (4 points)
- Write a descriptive page title (3 points)
- Add a meta description (3 points)