salesgraph.com

agent readiness score · scanned Aug 18, 2026 · 6s · Sales & Marketing

#136 of 979 · #7 in category

68/ 100C+

Salesgraph provides an AI-powered execution layer for enterprise revenue teams to manage long sales cycles by maintaining context, automating tasks, and improving decision-making.

badge

Discovery 20/20

Access 20.8/30

Usability 24.3/40

Payments 2.5/10

Top fixes

  1. Docs quality

    Docs scored 0/5 on runnable examples. The documentation provides an overview of tools and concepts but lacks concrete examples of how to make API calls or use the tools with specific inputs and expected outputs.

    +8.6
  2. MCP server discovery

    Publish /.well-known/mcp/server-card.json describing your MCP endpoint so agents can autodiscover it. Evidence found: docs page (https://docs.salesgraph.com/).

    +7.1
  3. Machine-readable pricing

    Add Offer JSON-LD per plan (name, price, priceCurrency, billing period) to https://auth.salesgraph.com/?client_id=client_01KNGJ59264F6M6Y6Q1RVGVJTM&redirect_uri=https%3A%2F%2Fwww.salesgraph.com%2Fcallback&state=Fe26.2*1*ff7ed683fc4bbb5db4f2a4b79c4664483d25a0987f181a9686cc520942cbc969*2NZKWYL126BMaSt_3J6M1w*vFwAgz_PGHq3WDtDbxgkOp2g1Sqc1QRKpsT5zNICu-oZKdi7T0cDonq0YgWmFiTb-SAxxSPCwFVItYV76etSnvUD6pkEg1MZFuQBL4eKj7ZDA-3C18ePJrICJOS5DdMOp1Pdm2u4YGUHN6b52gfj-rch8FmTYQ8gLJISaWbOOUVOKlrwcb7dQBa-WiD6WZZ_*1787013931301*09e640f8c50b021a2c8cd88fbc2695e1dda960971b9d6d37f9ec8ff3daf75a7a*Ved2JWmfc0wh7QCIez1gw8ukimCBa1qXVSpIbBb4Yj4%7E2&authorization_session_id=01M094PYJWNX7GWJSZ3Q42KC60 so pricing parses without inference.

    +5
  4. JSON-LD structured data

    Embed Organization + WebSite JSON-LD on your homepage (name, url, logo, sameAs) and Product/Offer JSON-LD on pricing.

    +4.6
  5. llms.txt

    Serve /llms.txt as plain markdown — an HTML page there is a routing catch-all, not an llms.txt.

    +4.6
  6. Pricing discoverable

    Add literal plan prices to https://auth.salesgraph.com/?client_id=client_01KNGJ59264F6M6Y6Q1RVGVJTM&redirect_uri=https%3A%2F%2Fwww.salesgraph.com%2Fcallback&state=Fe26.2*1*ff7ed683fc4bbb5db4f2a4b79c4664483d25a0987f181a9686cc520942cbc969*2NZKWYL126BMaSt_3J6M1w*vFwAgz_PGHq3WDtDbxgkOp2g1Sqc1QRKpsT5zNICu-oZKdi7T0cDonq0YgWmFiTb-SAxxSPCwFVItYV76etSnvUD6pkEg1MZFuQBL4eKj7ZDA-3C18ePJrICJOS5DdMOp1Pdm2u4YGUHN6b52gfj-rch8FmTYQ8gLJISaWbOOUVOKlrwcb7dQBa-WiD6WZZ_*1787013931301*09e640f8c50b021a2c8cd88fbc2695e1dda960971b9d6d37f9ec8ff3daf75a7a*Ved2JWmfc0wh7QCIez1gw8ukimCBa1qXVSpIbBb4Yj4%7E2&authorization_session_id=01M094PYJWNX7GWJSZ3Q42KC60; 'Contact sales'-only pricing means agents can't complete a purchase evaluation.

    +2.5

1.Can an agent discover and trust you?

8/8

Whether agents can crawl you, find you in the registries and searches they check, and trust what they find.

  • Sitemap present & freshrequired4/4

    Sitemap at https://www.salesgraph.com/sitemap.xml: 16 entries, freshest <lastmod> 2026-08-17 (0 days ago)

    Resolved the sitemap from robots.txt or /sitemap.xml, validated XML, and checked lastmod freshness

    spec ↗
  • Brand search discoverabilityrequired4/4

    Both searches ("Salesgraph" and "Salesgraph sales marketing") cited salesgraph.com: https://www.salesgraph.com/, https://docs.salesgraph.com/, https://www.salesgraph.com/about, https://www.salesgraph.com/gtm-audit, https://www.salesgraph.com/customers/mid-market

    Ran clean brand-name web searches and checked whether your domain is cited in the results

  • MCP registry listingsrecommendedna

    No MCP server detected for this product

    Queried the official MCP registry, Smithery, Glama, and PulseMCP for servers matching your domain

    spec ↗

2.Do you welcome agents?

11/13

Whether your robots policy, bot protection, and agent guidance actively admit AI agents instead of blocking them.

  • robots.txt present & parseablerequired2/2

    /robots.txt parses: 1 User-agent group(s), 1 Sitemap line(s)

    Fetched /robots.txt and validated it parses as a robots policy

    spec ↗
  • AI crawler policyrequired5/5

    All 12 AI crawler user-agents (GPTBot, ClaudeBot, PerplexityBot, …) are allowed at / by robots.txt

    Evaluated robots.txt groups for the major AI agent user-agents (GPTBot, ClaudeBot, PerplexityBot, …)

  • Content Signals directivesemerging0/2

    No Content-Signal lines in robots.txt

    fix → Declare Content Signals in robots.txt (e.g. `Content-Signal: search=yes, ai-train=no`) to express AI usage preferences machine-readably.

    Looked for Content-Signal lines in robots.txt

    spec ↗
  • Agent user-agent paritybetarequired4/4

    All three UAs get HTTP 200; bot bodies are ClaudeBot 100%, GPTBot 100% of the browser response (87724 bytes)

    Compared responses served to browser and AI-agent user-agents (informational while in beta)

  • !agents.mdrecommendederror

    agents.md probes failed at the network layer: https://salesgraph.com/agents.md (Request budget exhausted), https://salesgraph.com/AGENTS.md (Request budget exhausted)

    Fetched /agents.md and checked for substantive agent guidance

    spec ↗

3.Does an agent understand who you are and what you do?

8/18

Whether your pages carry machine-readable identity: structured data, llms.txt, clear copy an agent can quote.

  • Homepage states what you arerequired3/3

    Homepage clarity rated 5/5 — an agent can confidently say what this company does (model's one-sentence read: "Salesgraph provides an AI-powered execution layer for enterprise revenue teams to manage long sales cycles by maintaining context, automating tasks, and improving decision-making.")

    An LLM read your homepage as an agent would and rated how confidently it could say what you do

  • OpenGraph / social metadatarecommended2/2

    Homepage has og:title, og:description, and og:image (twitter:card="summary_large_image" present)

    Parsed homepage og:title / og:description / og:image and twitter:card meta tags

    spec ↗
  • llms.txtrecommended0/4

    /llms.txt returned HTML (content-type text/html), not markdown

    fix → Serve /llms.txt as plain markdown — an HTML page there is a routing catch-all, not an llms.txt.

    Fetched /llms.txt and validated it against the llmstxt.org shape (H1, summary, curated links)

    spec ↗
  • llms-full.txtbonusrecommended0/2

    /llms-full.txt returned HTML (content-type text/html), not markdown

    fix → Serve /llms-full.txt as plain markdown, not an HTML page.

    Fetched /llms-full.txt and checked for substantial inline markdown content

    spec ↗
  • JSON-LD structured datarequired0/4

    No application/ld+json blocks found on homepage and pricing page

    fix → Embed Organization + WebSite JSON-LD on your homepage (name, url, logo, sameAs) and Product/Offer JSON-LD on pricing.

    Extracted and validated application/ld+json blocks on the homepage and pricing page

    spec ↗
  • Markdown content negotiationrecommended3/3

    https://salesgraph.com/ returns markdown for `Accept: text/markdown` (content-type text/markdown)

    Requested key pages with Accept: text/markdown and probed .md twin URLs

4.Can an agent integrate with you?

watch →6.5/9

Whether the artifacts an agent needs to build on you — docs, API specs, SDKs, MCP servers — exist and are findable.

  • Developer resource discoverabilityrecommendedna

    No public API detected

    Searched for your brand with developer-keyword suffixes and checked which official resources are cited

  • OpenAPI spec discoverablerequiredna

    No public developer API detected — API checks don't apply

    Probed standard OpenAPI locations and docs links for a fetchable, parseable spec

    spec ↗
  • Docs discoverablerequired4/4

    Docs found at https://docs.salesgraph.com/ (via path probe, 2376 chars of readable text)

    Followed homepage nav/footer links and probed /docs, /developers, docs.{domain}

  • MCP server discoveryrequired2.5/5

    MCP evidence found only as a mention in docs page (https://docs.salesgraph.com/): "https://salesgraph.mintlify.app/mintlify-assets/_next/image?url=%2F_mintlify%2Fapi%2Fog%3Fdivision%3DGet%2Bstarted%26appearance%3Dlight%26title%3DSalesgraph%2BMCP%26description%3DConnect%2Bany%2BMCP%2Bclient%2Bor%2Bagent%2Bto%2BSalesgraph%2527s%2BGTM%2Bresearch%2Band%2Baudit%2Btools.%26logoLight%3Dhttps%253A%252F%252Fmintcdn.com%252Fsalesgraph%252Fisc7153Px1ezBydN%252Flogo%252Flight.svg%253Ffit%253Dmax%2526auto%253Dformat%2526n%253Disc7153Px1ezBydN%2526q%253D85%2526s%253D960d9f288268f48183591d23942cafe6%26logoDark%3Dhttps%253A%252F%252Fmintcdn.com%252Fsalesgraph%252Fisc7153Px1ezBydN%252Flogo%252Fdark.svg%253Ffit%253Dmax%2526auto%253Dformat%2526n%253Disc7153Px1ezBydN%2526q%253D85%2526s%253D42cfcdc8dfe3ae55127ab7dcd52b0be2%26primaryColor%3D%2523132101%26lightColor%3D%2523d4e052%26backgroundLight%3D%2523fffdf7%26backgroundDark%3D%2523fffdf7&amp;w=1200&amp;q=100" — no well-known server card

    fix → Publish /.well-known/mcp/server-card.json describing your MCP endpoint so agents can autodiscover it. Evidence found: docs page (https://docs.salesgraph.com/).

    Probed /.well-known/mcp/server-card.json, mcp.json, and docs mentions for an MCP endpoint

    spec ↗
  • npm SDKrecommendedna

    No public developer API detected — API checks don't apply

    Searched the npm registry for an official, domain-verified SDK package

  • PyPI SDKrecommendedna

    No public developer API detected — API checks don't apply

    Searched PyPI for an official, domain-verified SDK package

5.Is your integration well-built?

watch →0/3

Whether your specs, docs, and tools are complete and descriptive enough for an agent to use them without guessing.

  • OpenAPI validity & qualityrecommendedna

    No public developer API detected — API checks don't apply

    Linted the spec: descriptions, operationIds, securitySchemes, servers

  • Docs qualityrecommended0/3

    Docs at https://docs.salesgraph.com/ scored clarity 4/5, completeness 2/5, runnable examples 0/5, agent-friendliness 3/5 (mean 2.3/5)

    fix → Docs scored 0/5 on runnable examples. The documentation provides an overview of tools and concepts but lacks concrete examples of how to make API calls or use the tools with specific inputs and expected outputs.

    An LLM rated your docs for clarity, completeness, runnable examples, and agent-friendliness

  • Quickstart / getting startedrecommendedna

    No public developer API detected — API checks don't apply

    Looked for a quickstart/getting-started guide containing code blocks

  • MCP tool qualityrecommendedna

    No tools listed by the MCP endpoint — nothing to lint

    Linted listed tools for descriptions, typed input schemas, and naming

6.Can an agent use you reliably in production?

watch →3/3

Response hygiene, TLS and redirect discipline, and security contact channels agents depend on at runtime.

  • TLS & redirect hygienerequired2/2

    http://salesgraph.com/ upgrades to https in 1 hop(s), 2 redirect(s) total, final HTTP 200; HSTS present

    Checked http→https redirect behavior, chain length, and TLS health

  • Response speed & weightrequired1/1

    Homepage TTFB 96ms, payload 86KB, Content-Encoding: br

    Measured homepage TTFB, payload size, and compression

  • !security.txtrecommendederror

    Fetch of https://salesgraph.com/.well-known/security.txt failed at the network layer (Request budget exhausted)

    Fetched /.well-known/security.txt and validated Contact + Expires

    spec ↗

7.Can an agent authenticate to you?

watch →

Whether agents can discover your auth model machine-readably (OAuth metadata) and follow documented steps to credentials.

  • OAuth authorization server metadatarecommendedna

    No API or MCP server detected — OAuth metadata doesn't apply

    Fetched /.well-known/oauth-authorization-server (and openid-configuration fallback)

    spec ↗
  • OAuth protected resource metadatarecommendedna

    No API or MCP server detected — OAuth metadata doesn't apply

    Fetched /.well-known/oauth-protected-resource

    spec ↗
  • Auth documentationrecommendedna

    No public developer API detected — API checks don't apply

    Looked for /auth.md or an authentication docs page with code examples

8.Can an agent transact with you?

watch →2.5/11

Whether pricing is discoverable and machine-readable, and whether you support agent payment protocols.

  • Pricing discoverablerequired2.5/5

    Pricing page found at https://auth.salesgraph.com/?client_id=client_01KNGJ59264F6M6Y6Q1RVGVJTM&redirect_uri=https%3A%2F%2Fwww.salesgraph.com%2Fcallback&state=Fe26.2*1*ff7ed683fc4bbb5db4f2a4b79c4664483d25a0987f181a9686cc520942cbc969*2NZKWYL126BMaSt_3J6M1w*vFwAgz_PGHq3WDtDbxgkOp2g1Sqc1QRKpsT5zNICu-oZKdi7T0cDonq0YgWmFiTb-SAxxSPCwFVItYV76etSnvUD6pkEg1MZFuQBL4eKj7ZDA-3C18ePJrICJOS5DdMOp1Pdm2u4YGUHN6b52gfj-rch8FmTYQ8gLJISaWbOOUVOKlrwcb7dQBa-WiD6WZZ_*1787013931301*09e640f8c50b021a2c8cd88fbc2695e1dda960971b9d6d37f9ec8ff3daf75a7a*Ved2JWmfc0wh7QCIez1gw8ukimCBa1qXVSpIbBb4Yj4%7E2&authorization_session_id=01M094PYJWNX7GWJSZ3Q42KC60 (via path probe) but no legible price signals in 70 chars of page text — no currency amounts, "per month"/"/mo", or "free plan" terms (reads as contact-sales only).

    fix → Add literal plan prices to https://auth.salesgraph.com/?client_id=client_01KNGJ59264F6M6Y6Q1RVGVJTM&redirect_uri=https%3A%2F%2Fwww.salesgraph.com%2Fcallback&state=Fe26.2*1*ff7ed683fc4bbb5db4f2a4b79c4664483d25a0987f181a9686cc520942cbc969*2NZKWYL126BMaSt_3J6M1w*vFwAgz_PGHq3WDtDbxgkOp2g1Sqc1QRKpsT5zNICu-oZKdi7T0cDonq0YgWmFiTb-SAxxSPCwFVItYV76etSnvUD6pkEg1MZFuQBL4eKj7ZDA-3C18ePJrICJOS5DdMOp1Pdm2u4YGUHN6b52gfj-rch8FmTYQ8gLJISaWbOOUVOKlrwcb7dQBa-WiD6WZZ_*1787013931301*09e640f8c50b021a2c8cd88fbc2695e1dda960971b9d6d37f9ec8ff3daf75a7a*Ved2JWmfc0wh7QCIez1gw8ukimCBa1qXVSpIbBb4Yj4%7E2&authorization_session_id=01M094PYJWNX7GWJSZ3Q42KC60; 'Contact sales'-only pricing means agents can't complete a purchase evaluation.

    Followed nav/footer links and probed /pricing for a page with legible price signals

  • Machine-readable pricingrecommended0/5

    No pricing plans could be extracted from https://auth.salesgraph.com/?client_id=client_01KNGJ59264F6M6Y6Q1RVGVJTM&redirect_uri=https%3A%2F%2Fwww.salesgraph.com%2Fcallback&state=Fe26.2*1*ff7ed683fc4bbb5db4f2a4b79c4664483d25a0987f181a9686cc520942cbc969*2NZKWYL126BMaSt_3J6M1w*vFwAgz_PGHq3WDtDbxgkOp2g1Sqc1QRKpsT5zNICu-oZKdi7T0cDonq0YgWmFiTb-SAxxSPCwFVItYV76etSnvUD6pkEg1MZFuQBL4eKj7ZDA-3C18ePJrICJOS5DdMOp1Pdm2u4YGUHN6b52gfj-rch8FmTYQ8gLJISaWbOOUVOKlrwcb7dQBa-WiD6WZZ_*1787013931301*09e640f8c50b021a2c8cd88fbc2695e1dda960971b9d6d37f9ec8ff3daf75a7a*Ved2JWmfc0wh7QCIez1gw8ukimCBa1qXVSpIbBb4Yj4%7E2&authorization_session_id=01M094PYJWNX7GWJSZ3Q42KC60 (extraction confidence 0.00); no Offer JSON-LD on the page.

    fix → Add Offer JSON-LD per plan (name, price, priceCurrency, billing period) to https://auth.salesgraph.com/?client_id=client_01KNGJ59264F6M6Y6Q1RVGVJTM&redirect_uri=https%3A%2F%2Fwww.salesgraph.com%2Fcallback&state=Fe26.2*1*ff7ed683fc4bbb5db4f2a4b79c4664483d25a0987f181a9686cc520942cbc969*2NZKWYL126BMaSt_3J6M1w*vFwAgz_PGHq3WDtDbxgkOp2g1Sqc1QRKpsT5zNICu-oZKdi7T0cDonq0YgWmFiTb-SAxxSPCwFVItYV76etSnvUD6pkEg1MZFuQBL4eKj7ZDA-3C18ePJrICJOS5DdMOp1Pdm2u4YGUHN6b52gfj-rch8FmTYQ8gLJISaWbOOUVOKlrwcb7dQBa-WiD6WZZ_*1787013931301*09e640f8c50b021a2c8cd88fbc2695e1dda960971b9d6d37f9ec8ff3daf75a7a*Ved2JWmfc0wh7QCIez1gw8ukimCBa1qXVSpIbBb4Yj4%7E2&authorization_session_id=01M094PYJWNX7GWJSZ3Q42KC60 so pricing parses without inference.

    Looked for Offer JSON-LD, then had an LLM attempt structured extraction of your plans

    spec ↗
  • !x402 payment supportbonusrecommendederror

    Could not fetch /.well-known/x402 (Request budget exhausted).

    Probed /.well-known/x402 and API endpoints for HTTP 402 payment-required envelopes

    spec ↗
  • !AP2 readinessemergingerror

    Could not probe /.well-known/ap2: Request budget exhausted; no AP2 hints in fetched artifacts.

    Scanned fetched artifacts and well-known paths for AP2 hints

    spec ↗
  • !Agentic Commerce Protocolemergingerror

    Could not probe /.well-known/acp: Request budget exhausted; no Agentic Commerce Protocol hints in fetched artifacts.

    Scanned docs and specs for agentic checkout endpoints

    spec ↗
  • Other agent payment protocolsbonusemerging0/1

    No UCP/MPP hints found — scanned llms.txt, docs page (https://docs.salesgraph.com/).

    fix → Track emerging agent payment protocols (UCP, MPP) and adopt the ones your buyers' agents use.

    Scanned fetched artifacts for UCP/MPP protocol hints

9.Can a user act through an agent?

Whether an end user's agent can operate on their behalf: working MCP tools, published skills, agent configs.

  • Agent skill publishedbonusemergingna

    Requires the analysis phase — not yet evaluated

    Checked /skill.md, /.well-known/skills/, and skills.sh for published agent skills

  • !MCP handshake & tools listrequirederror

    MCP probe of https://salesgraph.mintlify.app/mintlify-assets/_next/image?url=%2F_mintlify%2Fapi%2Fog%3Fdivision%3DGet%2Bstarted%26appearance%3Dlight%26title%3DSalesgraph%2BMCP%26description%3DConnect%2Bany%2BMCP%2Bclient%2Bor%2Bagent%2Bto%2BSalesgraph%2527s%2BGTM%2Bresearch%2Band%2Baudit%2Btools.%26logoLight%3Dhttps%253A%252F%252Fmintcdn.com%252Fsalesgraph%252Fisc7153Px1ezBydN%252Flogo%252Flight.svg%253Ffit%253Dmax%2526auto%253Dformat%2526n%253Disc7153Px1ezBydN%2526q%253D85%2526s%253D960d9f288268f48183591d23942cafe6%26logoDark%3Dhttps%253A%252F%252Fmintcdn.com%252Fsalesgraph%252Fisc7153Px1ezBydN%252Flogo%252Fdark.svg%253Ffit%253Dmax%2526auto%253Dformat%2526n%253Disc7153Px1ezBydN%2526q%253D85%2526s%253D42cfcdc8dfe3ae55127ab7dcd52b0be2%26primaryColor%3D%2523132101%26lightColor%3D%2523d4e052%26backgroundLight%3D%2523fffdf7%26backgroundDark%3D%2523fffdf7&amp;w=1200&amp;q=100 could not run: Request budget exhausted

    Performed a streamable-HTTP initialize + tools/list against the MCP endpoint

    spec ↗
  • Agent configs in public repobonusemergingna

    Requires the analysis phase — not yet evaluated

    Checked your public GitHub org's main repos for AGENTS.md / .claude / .cursor configs

10.Can an agent operate your website directly?

7/9

Whether the site itself is legible to non-rendering and browser agents: semantic HTML, no JS walls, accessibility.

  • NLWeb endpointemerging0/1

    No NLWeb endpoint detected: /.well-known/nlweb.json returned HTTP 200 (text/html); GET /ask?query=hello failed (Request budget exhausted)

    fix → Consider exposing an NLWeb /ask endpoint (and /.well-known/nlweb.json) for conversational access to your content.

    Probed /.well-known/nlweb.json and the /ask endpoint

    spec ↗
  • Semantic HTML structurerequired3/3

    5/6 semantic signals present on the homepage (missing: text-to-markup ratio ≥ 0.10)

    Scored landmark elements, heading hierarchy, and text-to-markup ratio on the homepage

  • Content readable without JavaScriptrequired2/2

    Homepage raw HTML contains 2582 chars of visible text without JavaScript

    Measured visible text in the raw, unrendered homepage HTML

  • Accessibility basicsrequired2/2

    Homepage accessibility: 5/5 checks passed

    Static checks: lang attribute, title, alt coverage, labeled inputs, landmarks

  • WebMCPemerging0/1

    No WebMCP evidence on homepage: no application/webmcp script and no navigator.modelContext reference

    fix → Consider WebMCP to expose page actions as tools to browser agents.

    Looked for WebMCP script declarations on the homepage

    spec ↗