Question 1

What exactly does CiteRight do?

Accepted Answer

CiteRight is an evidence-based, multi-agent AI platform for SEO. Point it at a domain and a pipeline of specialist agents runs a complete audit using your real Google Search Console and Analytics data, then produces a prioritized action plan ranked by impact, effort, and ROI — and it can ship the work for you: generating content, deploying schema, publishing to your CMS, and filing tasks. Its agents are self-learning, so each run on your site sharpens the next.

Question 2

How is this different from Ahrefs, SEMrush, or Surfer?

Accepted Answer

Those tools surface data and leave the analysis and the work to you. CiteRight reasons across your data like a senior strategist, cross-verifies every recommendation through a five-layer anti-hallucination system, and then implements the changes. It also covers the 2026 search surface — AI Overviews and generative engine optimization (GEO), E-E-A-T, search experience optimization (SXO), and local — in a single pipeline, typically at about a sixth of the cost of legacy suites.

Question 3

Does it optimize for AI Overviews, ChatGPT, and Perplexity?

Accepted Answer

Yes. A dedicated answer-engine and generative-engine optimization (AEO/GEO) agent assesses how citable your content is to AI answer engines — passage structure, entity clarity, schema coverage, and brand signals — and the action plan includes the fixes that make your pages quotable by Google AI Overviews, ChatGPT, and Perplexity.

Question 4

What is the five-layer anti-hallucination system?

Accepted Answer

Every AI output passes through five checks: grounding (it must cite your real data), schema enforcement (structured, validated output), a critic agent that challenges the claim, a confidence score, and a final supervisor sign-off. Low-confidence or unsupported claims are dropped rather than shown — so you act on evidence, not guesses.

Question 5

Do you use my real Google data?

Accepted Answer

Yes. Connect Google Search Console and GA4 and the agents work from your actual impressions, clicks, and rankings — plus PageSpeed Insights field data — instead of third-party estimates. Recommendations are grounded in your numbers, not the industry average.

Question 6

Can I bring my own LLM?

Accepted Answer

On Enterprise, yes. Configure your own provider keys — Anthropic, OpenAI, Google Gemini, Mistral, Amazon Bedrock, and more — and route specific models to specific agents, with automatic fallback chains. Your data stays under your model contracts.

Question 7

Can agencies white-label CiteRight?

Accepted Answer

Yes. The Agency plan includes white-label reports and a branded client portal, so you can resell verified audits and done-for-you implementation to your clients under your own brand — with per-client approvals and scheduled re-runs.

Question 8

Who is CiteRight for?

Accepted Answer

CiteRight fits solo SEO consultants and indie founders who need senior-level analysis without a senior-level retainer, small agencies that want to deliver more under their own brand, and in-house and enterprise teams that need model control and audit-grade traceability. Plans run from $99/mo to custom Enterprise.

Question 9

Is my data secure?

Accepted Answer

Connector credentials and tokens are encrypted at rest, sessions are protected with CSRF and optional two-factor authentication, and every pipeline run is fully traceable — snapshots, supervisor logs, and execution events — so you can audit exactly what ran and why.

Question 10

Can I cancel anytime?

Accepted Answer

Yes. Plans are month-to-month — upgrade, downgrade, or cancel from your settings whenever you like. No annual lock-in.

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