bookoapp.com

agent readiness score · scanned Aug 18, 2026 · 29s · Sales & Marketing

#507 of 979 · #27 in category

45/ 100D

Booko is an AI-powered dynamic pricing platform that integrates with existing booking systems to predict and fill unsold time slots for service-based businesses, increasing revenue through targeted incentives.

badge

Discovery 17.5/20

Access 22.5/30

Usability 3/40

Payments 2.5/10

Top fixes

  1. MCP server discovery

    Publish /.well-known/mcp/server-card.json describing your MCP endpoint so agents can autodiscover it. Evidence found: none.

    +7.4
  2. OpenAPI spec discoverable

    Publish your OpenAPI spec at /openapi.json and link it from docs — it's the single highest-leverage artifact for agent integration.

    +7.4
  3. Docs discoverable

    Expose public docs at /docs or docs.bookoapp.com and link them from your homepage nav.

    +5.9
  4. Machine-readable pricing

    Add Offer JSON-LD per plan (name, price, priceCurrency, billing period) to https://bookoapp.com/book/pricing so pricing parses without inference.

    +5
  5. agents.md

    Add /agents.md: what agents may do on your site, key URLs, auth, rate limits, and who to contact.

    +4.4
  6. OAuth authorization server metadata

    Serve RFC 8414 metadata at /.well-known/oauth-authorization-server with PKCE (S256) and a registration_endpoint so agents can self-onboard.

    +4.4

1.Can an agent discover and trust you?

6/8

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://bookoapp.com/sitemap.xml: 8 entries, freshest <lastmod> 2026-07-28 (21 days ago)

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

    spec ↗
  • Brand search discoverabilityrequired2/4

    Search "Booko" cited bookoapp.com (https://bookoapp.com/), but search "Booko sales marketing" did not cite your domain

    fix → Your domain doesn't surface when agents search "Booko sales marketing". Strengthen brand pages, structured data, and third-party citations (docs portals, GitHub, directories).

    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?

11/16

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 (133079 bytes)

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

  • agents.mdrecommended0/3

    No agents.md: https://bookoapp.com/agents.md → HTTP 200, https://bookoapp.com/AGENTS.md → HTTP 200

    fix → Add /agents.md: what agents may do on your site, key URLs, auth, rate limits, and who to contact.

    Fetched /agents.md and checked for substantive agent guidance

    spec ↗

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

11/18

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: "Booko is an AI-powered dynamic pricing platform that integrates with existing booking systems to predict and fill unsold time slots for service-based businesses, increasing revenue through targeted incentives.")

    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.txtrecommended2/4

    /llms.txt exists (2011 chars) but is missing at least one markdown link [name](url)

    fix → Your /llms.txt is missing at least one markdown link [name](url). Follow llmstxt.org: start with `# YourName`, add a `>` summary line, then sections of curated links.

    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 datarequired4/4

    3 JSON-LD block(s) on homepage and pricing page (types: Organization, SoftwareApplication, FAQPage); Organization block is well-formed

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

    spec ↗
  • Markdown content negotiationrecommended0/3

    GET / with `Accept: text/markdown` returned HTTP 200 text/html; no .md twins found (1 probed)

    fix → Serve text/markdown when clients send `Accept: text/markdown` (or expose .md twins of key pages) — agents get far more signal per token.

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

4.Can an agent integrate with you?

watch →3/17

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

  • Developer resource discoverabilityrecommended3/3

    Search "Booko API documentation" cited your own domain: https://bookoapp.com/legal/enterprise-terms, https://bookoapp.com/legal/dpa

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

  • OpenAPI spec discoverablerequired0/5

    No OpenAPI spec found: checked docs-page links and /openapi.json, /openapi.yaml, /swagger.json, /api/openapi.json, /docs/openapi.json, and api-subdomain locations

    fix → Publish your OpenAPI spec at /openapi.json and link it from docs — it's the single highest-leverage artifact for agent integration.

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

    spec ↗
  • Docs discoverablerequired0/4

    No docs found: probed 6 candidates (https://bookoapp.com/docs, https://bookoapp.com/documentation, https://bookoapp.com/developers, https://bookoapp.com/api, https://docs.bookoapp.com/, https://developers.bookoapp.com/)

    fix → Expose public docs at /docs or docs.bookoapp.com and link them from your homepage nav.

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

  • MCP server discoveryrequired0/5

    No MCP evidence found: probed /.well-known/mcp/server-card.json, /.well-known/mcp.json, /mcp.json and scanned llms.txt, agents.md, and docs for endpoints or install commands

    fix → Publish /.well-known/mcp/server-card.json describing your MCP endpoint so agents can autodiscover it. Evidence found: none.

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

    spec ↗
  • !npm SDKrecommendederror

    All 6 npm registry requests failed: @booko/sdk (Request budget exhausted), @booko/booko (Request budget exhausted), booko (Request budget exhausted), booko-sdk (Request budget exhausted), booko-api (Request budget exhausted), booko-js (Request budget exhausted)

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

  • !PyPI SDKrecommendederror

    All 4 PyPI registry requests failed: booko (Request budget exhausted), booko-sdk (Request budget exhausted), bookoapi (Request budget exhausted), booko-python (Request budget exhausted)

    Searched PyPI for an official, domain-verified SDK package

5.Is your integration well-built?

watch →

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

  • OpenAPI validity & qualityrecommendedna

    No OpenAPI spec found — nothing to lint

    Linted the spec: descriptions, operationIds, securitySchemes, servers

  • Docs qualityrecommendedna

    No documentation found to evaluate

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

  • Quickstart / getting startedrecommendedna

    No docs found — a quickstart is evaluated on the docs artifact

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

  • MCP tool qualityrecommendedna

    No MCP endpoint known — tool lint requires a tools/list

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

6.Can an agent use you reliably in production?

watch →3/4

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

  • TLS & redirect hygienerequired2/2

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

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

  • Response speed & weightrequired1/1

    Homepage TTFB 53ms, payload 130KB, Content-Encoding: br

    Measured homepage TTFB, payload size, and compression

  • security.txtrecommended0/1

    https://bookoapp.com/.well-known/security.txt returned HTML, not a plaintext security.txt

    fix → Publish RFC 9116 /.well-known/security.txt with a Contact and a future Expires.

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

    spec ↗

7.Can an agent authenticate to you?

watch →0/7

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

  • OAuth authorization server metadatarecommended0/3

    Neither /.well-known/oauth-authorization-server nor /.well-known/openid-configuration resolved (HTTP 200 / HTTP 200)

    fix → Serve RFC 8414 metadata at /.well-known/oauth-authorization-server with PKCE (S256) and a registration_endpoint so agents can self-onboard.

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

    spec ↗
  • OAuth protected resource metadatarecommended0/2

    No RFC 9728 metadata: https://bookoapp.com/.well-known/oauth-protected-resource → HTTP 200

    fix → Serve RFC 9728 metadata at /.well-known/oauth-protected-resource naming your authorization servers so agents can discover how to authenticate.

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

    spec ↗
  • Auth documentationrecommended0/2

    No /auth.md and no docs page to search for authentication documentation

    fix → Document auth end-to-end (key creation → header format → example call), or ship /auth.md.

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

8.Can an agent transact with you?

watch →2.5/13

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

  • Pricing discoverablerequired2.5/5

    Pricing page found at https://bookoapp.com/book/pricing (via path probe) but no legible price signals in 27 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://bookoapp.com/book/pricing; '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://bookoapp.com/book/pricing (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://bookoapp.com/book/pricing so pricing parses without inference.

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

    spec ↗
  • x402 payment supportbonusrecommended0/2

    /.well-known/x402 returned HTTP 200 but not JSON. No x402 support detected (bonus check — absence costs nothing).

    fix → Support x402: serve payment requirements at /.well-known/x402, or answer unauthenticated API calls with HTTP 402 plus an x402 payment-requirements payload (x402Version, accepts[]).

    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, agents.md.

    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 listrequiredna

    No MCP endpoint known — nothing to handshake with

    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?

5.5/9

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 returned HTTP 200 (text/html)

    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 structurerequired1.5/3

    4/6 semantic signals present on the homepage (missing: no heading-level skips, text-to-markup ratio ≥ 0.10)

    fix → Add the missing structure: no heading-level skips, text-to-markup ratio ≥ 0.10. Agents parse structure, not pixels.

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

  • Content readable without JavaScriptrequired2/2

    Homepage raw HTML contains 5762 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 ↗