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 EmbeddedAEO products + white-label services
Build your agency’s AEO offer.
Use Canonry Embedded for client reporting, Canonry Ads for paid-test decisions, or bring in our team to run white-label AEO end to end behind your agency.
Agency products + services
Choose the AEO layer your agency needs.
Canonry 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 AdsWhite-label AEO services
Deliver AEO end to end.
Canonry runs the research, implementation, monitoring, and reporting layer behind your agency.
Discuss deliveryThe white-label delivery model
You own the account. We run the AEO operation.
Canonry can take the entire delivery layer or work inside a narrower scope. The responsibilities stay explicit, so your team knows what to sell, approve, and communicate.
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 AEO 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.
- 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 AI visibility reporting, Canonry Ads to review possible paid tests, and white-label AEO services when they want Canonry to run delivery behind the agency relationship. 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.
Does the agency keep the client relationship?
Yes. The agency controls the commercial relationship, client communication, approvals, and account strategy. Canonry fits behind the agency process and delivers the agreed AEO work.
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 AEO 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