Canonry Embedded
Put evidence in your client portal.
Add a hosted, client-scoped AI visibility view to the reporting portal your agency already uses.
Explore EmbeddedAI search products + white-label services
Build your agency’s AI search offer.
Charge higher premiums.
Use Canonry Embedded for client reporting, scope Custom infrastructure for complex portfolios, bring in our white-label delivery team, or review paid-test opportunities with Canonry Ads.
Agency products + services
Choose the AI search layer your agency needs.
Canonry Custom
Build around a complex operating model.
Scope a dedicated application deployment for markets, properties, evidence sources, and agent workflows that must stay separate.
Explore CustomWhite-label AEO services
Deliver AI search work end to end.
Canonry runs the research, implementation, monitoring, and reporting layer behind your agency.
Discuss deliveryCanonry Ads, private beta
Review separate paid-test candidates.
Compare answer gaps with separate demand evidence when a client also wants to evaluate possible ChatGPT Ads tests.
Explore AdsThe white-label delivery model
You own the account. We run delivery.
Canonry can take the entire delivery layer or work inside a narrower scope. The research workflow behind it, and why AEO needs more than another rank tracker, is documented in full. Our agreement protects the relationship: no direct client outreach, solicitation, or work without your written approval.
Your agency ownsCanonry runs
Client relationship and commercial terms
Market, buyer-question, and competitor research
Account strategy and final approvals
Technical, schema, content, and entity implementation
Client communication and brand voice
Off-site corroboration and citation-source analysis
How the service fits your broader retainer
Answer monitoring, evidence, and prioritized next work
What the AI search work covers
The answer starts across the wider web.
Canonry works across the client website, structured data, business profiles, reviews, citations, publications, communities, and the search indexes AI systems retrieve from. The program follows the evidence all the way to the answer surface, and two published case studies show what that produced for a contractor and a broker.
- Website + JSON-LD schema
- Google Business Profile + Maps
- Reviews (Google, Yelp, Trustpilot, BBB)
- Wikipedia + Wikidata entity
- Reddit, Quora + industry forums
- LinkedIn, X + YouTube
- News, podcasts + press mentions
- llms.txt + AI-ready content
- Google index
- Bing index
- Brave Search index
- DuckDuckGo
- Common Crawl corpus
- Reddit discussions
- YouTube + Knowledge Graph
- Live web crawl
- ChatGPT (OpenAI)
- Claude (Anthropic)
- Gemini (Google)
- Perplexity
- Copilot (Microsoft)
- Grok (xAI)
- Meta AI
- DeepSeek
“Best [your service] for [buyer]?”1. Your Business2. Competitor A3. Competitor B
Ongoing AEO Monitoring
Canonry tracks how answers and citations move across the questions, models, competitors, and markets in your program.
- Citation ratePer question, per model.
- Answer positionNamed first, later, or absent.
- Share of voiceYour business vs. named competitors.
- SentimentHow models describe the business.
- Source attributionWhich pages and domains support the answer.
- Weekly deltasAnswer changes and source movement.
How delivery runs
A repeatable process for every approved client.
- 01
Scope the client.
Align the market, buyer questions, competitors, access, approvals, and reporting cadence.
- 02
Build the baseline.
Record technical readiness, current answers, mentions, citations, sources, and gaps.
- 03
Ship the work.
Implement the agreed technical, content, entity, and corroboration changes.
- 04
Report and iterate.
Show what changed, what did not, and which action now deserves attention.
Products and delivery
Choose the right agency setup.
What can a marketing or SEO agency use Canonry for?
Agencies can use Canonry Embedded for client-scoped reporting, Canonry Custom for a dedicated application UI and visibility infrastructure, white-label AEO services for end-to-end delivery, and Canonry Ads to review possible paid tests. Each option can stand alone or fit into a broader agency offering.
What are white-label AEO services?
White-label AEO lets a marketing or SEO agency offer Answer Engine Optimization without building a separate delivery department. The agency owns the client relationship. Canonry works behind the agency on research, strategy, implementation, monitoring, and reporting.
What parts of AEO can Canonry deliver for an agency?
Canonry can run the program end to end: buyer-question research, answer and citation baselines, competitor analysis, technical and schema work, content architecture, entity cleanup, off-site corroboration, monitoring, and client-ready findings.
Will Canonry contact or try to take our clients?
No. We put this in every white-label agreement: Canonry will not contact, market to, solicit, contract with, or accept direct work from your clients unless your agency gives written approval. You own the relationship, pricing, approvals, and communication.
Can an agency use Canonry Embedded without white-label delivery?
Yes. Canonry Embedded is a separate product that puts client-scoped AI visibility reporting inside an existing agency portal. Agencies can use Embedded on its own or alongside white-label AEO delivery.
Is Canonry Ads part of the white-label AEO service?
No. Canonry Ads is a separate private-beta decision product. It helps agencies and individual advertisers review possible paid tests using answer gaps and separate demand evidence. White-label AEO delivery is focused on earned AI visibility.
How is white-label AEO priced?
Canonry scopes the engagement around client volume, markets, websites, implementation access, reporting requirements, and the amount of delivery the agency wants Canonry to own.
White-label delivery
Add AI search capacity without adding another department.
Tell us about your clients, current SEO delivery process, and the parts of AEO you want Canonry to own.
Discuss your agency workflow