AI Visibility Index / merge.dev

Is Merge visible to AI?

Merge is the infrastructure layer for production AI. One platform connects your products and agents to every API, tool, and LLM they need to run at scale.

74rank #461 of 538
AI crawler access · 95/100
Answer-engine content · 94/100
Structured data · 20/100
Agent readiness · 47/100

5 issues holding Merge 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.
Machine-usable interface (API / MCP)
No OpenAPI spec, MCP server or API docs discovered. AI agents can read about you but can't act (sign up, query, buy).
→ Expose an MCP server or OpenAPI spec and link it from llms.txt so agents can use your product, not just read about it.
Entity / product schema
No Organization / Product / SoftwareApplication schema.
→ Add Organization + Product/SoftwareApplication schema with name, url, logo, sameAs (socials), offers.
Question & answer content
No FAQ section found.
→ Add an FAQ answering the exact questions buyers ask ChatGPT ("best X for Y", "X vs Y", "how much does X cost").

What Merge 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 · Meta description · One clear H1 · Scannable section headings · Open Graph tags · Language declared · Linked brand profiles · Pricing is machine-readable · Docs / help content linked

Work at Merge? 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.
Get Pro · $19/mo

Rescan live

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