# Marcum LLP: Agent-Direct Score C (55.4%) Site: https://www.marcumllp.com/offices/boston-massachusetts Report: https://directindex.org/r/cbiz.com Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Marcum LLP is partly visible to agents. An AI assistant can open Marcum LLP's website. It can't find a menu or price list, so it answers from other sites. It finds a phone number, but no link to book or order online. ## Direct links - Phone: 6178075000 - Address: 53 State St 17th Fl, 02109, Boston ## Nearby, also direct Places near Marcum LLP that take a booking or an order on their own website, with no marketplace in between. - Joint Ventures Physical Therapy and Fitness (60 m): https://directindex.org/r/jointventurespt.com - Dental Health and Wellness Boston (70 m): https://directindex.org/r/dentalhealthandwellnessboston.com - Tend Dental Post Office Square (110 m): https://directindex.org/r/hellotend.com - Micro Endodontics (120 m): https://directindex.org/r/microendodonticsllc.com ## What to fix first - **No online booking link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add an online appointment page. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **No list of services and prices found.** (+7 points) Agents answer 'what do they treat and what does it cost?' from directories instead. Add a page that lists services and prices as text, and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business ## Fix kit: What to paste Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong. ```html ``` llms.txt. Save as /llms.txt at the root of the site. ``` # Marcum LLP > organization in 53 State St 17th Fl, 02109, Boston, Boston dentists, clinics and vets. Phone 6178075000. ## About - Website: https://www.marcumllp.com/offices/boston-massachusetts - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models. ``` ## Already right - **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Structured data found (Organization).** no address, phone or hours in it ## Where it stands 233 of 465 in Boston dentists, clinics and vets. Top 50% of the sites scanned in this index. | What the top 10% of the index does | Top 10% | This site | |---|---|---| | Take bookings or orders on their own domain | 96% | no | | Publish the menu or price list as HTML | 2% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 100% | yes | | Structured data with address, phone and hours | 27% | no | | Have an llms.txt | 38% | no | Nearest places in the index: Joint Ventures Physical Therapy and Fitness (B, 61 m, https://directindex.org/r/jointventurespt.com); Dental Health and Wellness Boston (B, 70 m, https://directindex.org/r/dentalhealthandwellnessboston.com); Amwell (D, 71 m, https://directindex.org/r/amwell.com); Boston Clinical Trials (C, 92 m, https://directindex.org/r/withpower.com); Aligner Avenue Clear Aligners (F, 99 m, https://directindex.org/r/aligner.solutions); Tend Dental Post Office Square (B, 108 m, https://directindex.org/r/hellotend.com); Micro Endodontics (C, 122 m, https://directindex.org/r/microendodonticsllc.com); Cenegenics (B, 136 m, https://directindex.org/r/cenegenics.com); Leslie Somohano, OD (F, 138 m, https://directindex.org/r/myeyedr.com); Luminous Vitality Behavioral Health (C, 138 m, https://directindex.org/r/luminousvitalitybh.com). ## What assistants answer The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included. Compared with its peers: Sites built with WordPress 57% (28% A or B, 145483 sites); This site 55.4%. See what an AI agent reads on this site: https://directindex.org/r/cbiz.com/agent-view ## Businesses like Marcum LLP in Boston dentists, clinics and vets | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Boston dentists, clinics and vets | 465 | 50% | 22% | 55.4% | | Sites built with WordPress in Boston dentists, clinics and vets | 198 | 61% | 37% | 55.4% | The best of the sites built with WordPress in Boston dentists, clinics and vets: Boston Center For Pregnancy Choices (B 84.6%, https://directindex.org/r/bostonpregnancycenter.org); Boston Center for Oral Health (B 84.6%, https://directindex.org/r/bcoh.com); Commonwealth Dental Group (B 84.6%, https://directindex.org/r/cdgboston.com); Pacer Physical Therapy (B 84.6%, https://directindex.org/r/pacerphysicaltherapy.com); Pondside Dental Associates (B 84.6%, https://directindex.org/r/pondsidedental.com). With the three fixes above (No online booking link on the website; No list of services and prices found; Structured data is incomplete), the score would be about 95.4%, which would be first of 465 in Boston dentists, clinics and vets. ## The direct record What agents get for Marcum LLP, as JSON: https://directindex.org/api/direct/cbiz.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: 6178075000 ## Can an agent transact? Measured, not scored (the score stays at spec v1.0). - UCP profile (/.well-known/ucp, Google and Shopify's Universal Commerce Protocol): no - ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): no - MCP server card (/.well-known/mcp/server-card.json): no - Ordering vendor that takes agent orders (Square, Toast, or a vendor whose terms allow agents): no ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 9 | 25 | | Actionable | 2 | 15 (the action test: pending) | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/cbiz.com - Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md) - sitemap.xml: yes - AI bot rules in robots.txt: yes - Content Signals in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/content-signals/SKILL.md) - Markdown on Accept: text/markdown: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md) - llms.txt: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md) - API catalog (RFC 9727): no (how: https://isitagentready.com/.well-known/agent-skills/api-catalog/SKILL.md) - MCP server card: no (how: https://isitagentready.com/.well-known/agent-skills/mcp-server-card/SKILL.md) - A2A agent card: no (how: https://isitagentready.com/.well-known/agent-skills/a2a-agent-card/SKILL.md) - Agent Skills index: no (how: https://isitagentready.com/.well-known/agent-skills/agent-skills/SKILL.md) - OAuth or OIDC discovery: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-discovery/SKILL.md) - OAuth protected resource metadata: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-protected-resource/SKILL.md) - auth.md: no (how: https://isitagentready.com/.well-known/agent-skills/auth-md/SKILL.md) - Web Bot Auth key directory: no (how: https://isitagentready.com/.well-known/agent-skills/web-bot-auth/SKILL.md) - ARD capability manifest: no (how: https://isitagentready.com/.well-known/agent-skills/ard/SKILL.md) - DNS-AID records: no (how: https://isitagentready.com/.well-known/agent-skills/dns-aid/SKILL.md) - WebMCP tools on the page: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md) - JSON-LD for the business: yes Keep watching this business (https://directindex.org/r/cbiz.com/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: https://directindex.org/r/cbiz.com/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers. Methodology: https://directindex.org/methodology ยท Rescan now: https://directindex.org/scan?url=cbiz.com&force=1