AI Visibility Index / bump.sh
Is Bump.sh visible to AI?
One platform to ship the docs your developers love and the MCP servers your agents can actually rely on. From OpenAPI to production, with built-in governance, authentication and observability.
75rank #440 of 538
5 issues holding Bump.sh back
llms.txt
No /llms.txt: the emerging standard map that tells LLMs and agents what your site is and where the key docs are.
→ Publish the generated llms.txt below at https://yoursite/llms.txt.
JSON-LD structured data
No schema.org JSON-LD found.
→ Add JSON-LD (generated below) so engines know your entity, product and pricing unambiguously.
Entity / product schema
No Organization / Product / SoftwareApplication schema.
→ Add Organization + Product/SoftwareApplication schema with name, url, logo, sameAs (socials), offers.
Meta description
192 chars.
→ Write a 50-160 char description stating exactly what the product does.
Linked brand profiles
1 social/profile links. Corroborating profiles help AI trust and identify your brand.
→ Link your X, LinkedIn, GitHub, Product Hunt pages and list them in schema `sameAs`.
What Bump.sh gets right
Served over HTTPS · robots.txt present · AI search & answer bots allowed · AI training crawlers · XML sitemap · Page is indexable · Content visible without JavaScript · Descriptive title tag · One clear H1 · Scannable section headings · Question & answer content · Open Graph tags · Language declared · Machine-usable interface (API / MCP) · Pricing is machine-readable · Docs / help content linked
Work at Bump.sh? Fix every page, not just the homepage.
RankRoot Pro scans up to 50 pages and generates llms.txt, llms-full.txt and per-page JSON-LD.
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