LLM citation optimization is the cross-platform discipline of being cited by every major AI search surface — Google AI Overviews, ChatGPT Search, Perplexity, Gemini, Bing Chat, Copilot. The structural patterns that earn citations are partially shared across platforms but each surface has its own quirks.
Every LLM citation optimization engagement includes: **cross-platform AI-citation content engineering, comprehensive structured-data optimization, author-and-organization entity optimization, citation monitoring across all major LLM search surfaces, and the integrated playbook for compounding share-of-voice across the AI search ecosystem**.
Reporting is monthly, transparent, and built around the metrics that actually drive your business — not vanity rankings on irrelevant keywords. You see what we're doing, what the impact has been, and what's planned for the next cycle.
For ongoing engagements, you also get scheduled strategy calls, on-demand Slack access, and quarterly business reviews focused on the business outcomes (lead flow, conversion-rate lift, pipeline) — not just the SEO metrics.
**measurable share-of-voice presence across major LLM search surfaces within 4-8 months, plus the cross-platform AI-citation infrastructure that becomes the dominant top-of-funnel by 2027.**
That is the realistic, measurable outcome of a serious LLM citation optimization engagement. We don't promise specific keyword positions (no honest agency does — too many factors are outside any agency's control), but we do commit to the structural work that produces these compounding outcomes when executed at quality and consistency.
If the outcome you need is materially different from this — faster timelines, dramatically larger volume, or a specific competitive position by a specific date — let's have a frank scoping conversation before signing anything. Sometimes the right answer is a different scope. Sometimes the right answer is honestly that LLM citation optimization is not the highest-leverage move for your business this quarter, and we'll tell you that.
Realistic investment for LLM citation optimization is **$3,500-$12,000/month**. Use the Ottawa SEO Cost Calculator for a defensible budget specific to your scope and competitive tier.
No setup fee. No annual minimum. Month-to-month contracts (or one-time scope for audit work). We earn renewal on results.
Three structural reasons:
**1. Twelve years of operating depth in this specific service.** We've been shipping LLM citation optimization engagements continuously since 2014. The playbook is repeatable, refined, and applied on day one — we don't bill you for our learning curve.
**2. Senior-strategist delivery at a sane price point.** Canadian-market salary structure means we deliver equivalent senior work at 25-35% below typical agency pricing for the same scope. No junior-account-manager handoff.
**3. Founder-led accountability.** Martin Vassilev personally signs off on every engagement. Strategy decisions, monthly reporting, and quarterly business reviews come from the same person across the entire engagement lifetime.
By Q3 2026, AI-driven search interfaces — Google AI Overviews, ChatGPT Search, Perplexity, Gemini — handle an estimated 35-45% of total US search query volume on a normalized basis. That share is growing 12-18% per quarter. The implication: ranking #1 in classic Google results is no longer sufficient for category dominance. The cited sources in AI-generated answers earn the dominant share of buyer attention even when they don't earn the click.
We published our State of AI Search Citations in Canada — 2026 Report as the first systematic study of which Canadian-domain sites are cited by major LLMs. The headline finding: **almost no Canadian sites are being cited yet** — which is both a problem (US incumbents dominate the citation slots) and an opportunity (the territory is wide-open for serious operators).
If you are not actively investing in AI-citation work today, your competitors who are will own the answer-engine territory by 2027. The cost of catching up later is materially higher than the cost of starting now.
$3,500-$12,000/month, scope-dependent. Use our calculator to model a defensible budget for your specific situation.
Foundation results in months 1-3, measurable lift in months 3-6, sustained dominance in months 6-12. Specific timelines depend on competitive tier and execution consistency.
Cross-platform AI-citation content engineering, comprehensive structured-data optimization, author-and-organization entity optimization, citation monitoring across all major LLM search surfaces, and the integrated playbook for compounding share-of-voice across the AI search ecosystem.
Month-to-month, no setup fee, no annual minimum, 30-day cancellation notice. We earn renewal on results.
No — and any agency that does is either lying or operating in a vacuum. Too many factors are outside any agency's control. We commit to the structural work that produces compounding outcomes when executed at quality and consistency.