AI Visibility for SEO & Marketing Agencies
Pro gives your clients self-serve knowledge graph publishing and AI visibility monitoring from the dashboard. Enterprise is the managed tier: white-label reports, higher limits, dedicated support, and optional white-glove AI-readable landing pages plus JSON-LD on client sites (coordinated with their dev or CMS teams)—not a self-serve add-on.
Also in blog form: AI Visibility for SEO & Marketing Agencies.
For medical-clinic SEO agencies
Published Wikidata entities for clinic clients
If you sell local SEO or healthcare marketing to medical, dental, or specialty clinics, you can add a defensible deliverable: a live Wikidata item (public knowledge graph) with structured facts—so assistants and search systems can ground answers in verified entity data, not just the website. Your agency keeps the client relationship; GEMflush is the publishing and monitoring layer your team does not want to build in-house.
- •Deliverable: published clinic entity (QID), references where appropriate, and a publish summary you can drop into proposals or QBRs.
- •Why agencies care: most US clinics are still absent from Wikidata—see coverage data below and our US medical clinics Wikidata report.
- •Product fit: run publishing and AI visibility monitoring from the dashboard on Pro; scale with white-label reports and higher limits on Enterprise.
Knowledge graph gap at a glance
350
US law firms with website in Wikidata
44
US medical clinics with website in Wikidata
59
US real estate companies with website in Wikidata
3,348
US hospitals in Wikidata (comparison)
Knowledge Graph Coverage Today
When people ask AI assistants for a local business, the answer comes from structured knowledge graphs like Wikidata. Most US local businesses are not in those graphs yet. The table below counts only entities that are already in Wikidata (with an official website property)—so you can see how many per industry are in the graph today and how big the gap is for your clients.
| Industry | US in Wikidata (with website) | US total in Wikidata | Global in Wikidata (with website) | Est. total (global) | % in Wikidata |
|---|---|---|---|---|---|
| Law firms | 350 | 468 | 869 | 1,000,000 | 0.09% |
| Medical clinics | 44 | 44 | 256 | 500,000 | 0.05% |
| Real estate companies | 59 | 63 | 247 | 400,000 | 0.06% |
Data as of April 23, 2026. Source: Wikidata Query Service (SPARQL). These counts are from Wikidata only—not from Google Search Console or any other source. Each industry uses a specific Wikidata type (e.g. law firm Q613142, real estate company Q1660104, medical clinic Q1774898), so numbers reflect current Wikidata coverage for that type. Est. total (global) is a rough external estimate (industry/census-style) for gap illustration only; % in Wikidata = global in Wikidata with website ÷ est. total, showing what share of local businesses are not yet in Wikidata.
What Agencies Get (by tier)
- •Pro — productized delivery: Multi-client publishing and monitoring from the dashboard; knowledge graph workflows your team runs for clients without hands-on website implementation from us.
- •Enterprise — managed program: White-label report exports, higher analysis limits, API access, and dedicated support—built for agencies scaling many brands.
- •Enterprise — optional site enrichment: White-glove AI-readable landing pages and rich JSON-LD for client sites, refreshed monthly and deployed with the client’s backend access—not included on Pro.
- •Both paid tiers: Visibility analyses, trend tracking, and prompts that mention your clients so you can prove ROI.
Enterprise Plans for Agencies
Enterprise is more than a higher cap: it is a managed AI visibility program—50 analyses per month, white-label report branding, multi-brand and API access, and dedicated support. You also get the option for white-glove AI-readable landing pages and JSON-LD on client sites (monthly refresh, implemented with their technical team). Pro stays self-serve in the product; Enterprise is where hands-on implementation and scale live.
Frequently Asked Questions
Do you support agencies that only work with medical clinics?
Yes. GEMflush is built for structured publishing to public knowledge graphs—ideal for clinic and healthcare local SEO agencies that want a repeatable “entity published to Wikidata” deliverable. See the medical clinic agencies section above, the medical clinics overview, and our Wikidata coverage report for clinics.
What is the difference between Pro and Enterprise for agencies?
Pro is self-serve: your team uses the dashboard to publish clients to knowledge sources and monitor AI visibility. Enterprise adds white-label report exports, higher analysis limits, API access, dedicated support, and the option for us to deliver managed AI-readable landing pages and JSON-LD on client websites (requires client backend or CMS coordination).
Can I white-label this for my clients?
Yes on Enterprise: exports are client-ready with your agency logo, name, and footer. Present AI visibility as your own service. Pro focuses on in-product publishing and monitoring without white-label report branding.
Can I manage multiple clients from one account?
Yes. The platform is built for agencies. You can manage many clients from a single dashboard, publish and monitor AI visibility for all of them, and generate client reports.
How quickly will my clients see results?
After publishing client businesses to knowledge graphs, AI assistants typically start recommending them within 2–4 weeks. Most clients see measurable increases in AI visibility within 6–8 weeks.
Ready to add AI visibility for your clients?
Publish clients to knowledge graphs and monitor their visibility across ChatGPT, Claude, and Perplexity.
Start freeQuestions about white-label or volume? Contact the team at contact@gemflush.com