01
SHUR Intelligence • Report 01 — Market Scan
The Claude‑for‑SEO Landscape
A stratified market where everyone deep is cheap and everyone expensive is methodologically shallow. Three tiers, one outlier, eight gaps nobody fills.
ShurAI
March 2026
27 Sources
SHUR Creative Partners
01
The lowest barrier-to-entry tier. People repackaging Claude and ChatGPT prompts as products. Free to DM-gated, monetized through LinkedIn lead-gen and newsletter growth.
Trigger
Nicholas Dulait
The specific catalyst for this analysis. Selling “Claude Code but for SEO” via LinkedIn. 50+ pre-built prompts, GSC integration, keyword discovery. Classic “comment CC SEO” CTA. 352 likes, 1,078 comments on the post. Pricing not public — DM-gated.
Newsletter
The AI Corner
“Claude Can Now Do SEO Like a $10,000/Month Agency (For Free).” 15 copy-paste Claude Cowork prompts covering keyword research, technical audits, content optimization, backlinks, and monthly reporting. Claims to replace $2K+ agency diagnostics.
Newsletter
NoCodeSaaS
“I Got Claude Code to Build My Entire SEO Strategy.” Shows Claude Code researching competitors, analyzing keywords, determining pages to add. Newsletter format, monetized via subscriber growth.
Training
Ayima
“Claude for Technical SEO.” Four-week programme, 8 tutorials across two tracks: Efficiency (all team members) and Build (analysts). Enterprise SEO consultancy (est. 2007) wrapping internal upskilling as a product.
Open Source Skills Repos
| Repository |
Features |
Pattern |
claude-seo
AgriciDaniel |
Universal SEO skill. Technical SEO, on-page, content quality (E-E-A-T), schema markup, image optimization, AI search optimization (GEO). |
Top-of-funnel for consulting |
seo-skills
Autom8Minds |
7 Claude Code skills: on-page, off-page, technical, content strategy, schema markup, local SEO, MCP tools. |
Open source, community growth |
claude-code-seo
huifer |
Next.js plugin. 100-point audit scoring across 6 dimensions. 27+ commands. Bilingual optimization. |
Developer tooling funnel |
seo-geo-claude-skills
aaron-he-zhu |
20 SEO + GEO skills for Claude Code, Cursor, Codex. CORE-EEAT + CITE frameworks. Tool-agnostic. |
Cross-platform skill pack |
seomachine
TheCraigHewitt |
Specialized workspace for long-form SEO content. Custom commands (/research, /write, /analyze). 26 marketing skills. GA4 + GSC + DataForSEO integrations. |
SaaS conversion (seomachine.io) |
claude-skills
OneWave-AI |
100 production-ready skills. Sales, business automation, content creation, dev. Broad scope, not SEO-focused. |
General skill marketplace |
These repos are free but function as top-of-funnel for consulting, courses, or SaaS products. The skills themselves are thin wrappers around prompt engineering — they do not bring proprietary data or methodology.
Tier 1 Assessment
What Tier 1 Lacks
No proprietary data layer. No persistent intelligence — each prompt is stateless. No semantic modeling or ontology. No competitive monitoring over time. No structural gap analysis (just keyword gap lists). Execution is manual: copy-paste prompts one at a time.
02
Established SEO platforms that have bolted on AI capabilities. Two subcategories: content optimization tools with AI writing, and new AEO/GEO platforms built for AI search visibility.
Content Optimization Platforms
| Tool |
Pricing |
Core Strength |
Weakness |
| Surfer SEO |
$89–219/mo |
On-page optimization, SERP analysis, NLP term suggestions, AI content generation |
Expensive per article. No strategic planning. |
| Clearscope |
$189–399/mo |
Content grading (A++ to F), best-in-class keyword relevance via NLP |
No AI writing. Premium price. No gap strategy. |
| MarketMuse |
Free–$499/mo |
Topical authority planning, content gap analysis, AI topic modeling, cluster mapping |
Enterprise pricing. Complex setup. |
| Frase |
$15–45/mo |
Content briefs, AI writing, SERP analysis, answer extraction |
Lightweight. Limited depth. |
| SEO.ai |
Not public |
Autopilot content generation, brand voice training, auto-publishing to CMS |
Black box. No methodology transparency. |
| WordLift |
Custom |
Knowledge graph + schema markup, entity linking, Agent WordLift |
Closest to ontological approach but focused on schema.org output, not strategic intelligence. |
AEO / GEO Platforms — AI Search Visibility
A new category born in 2025–2026. Tracks how brands appear in AI-generated answers rather than traditional search results.
| Tool |
Pricing |
LLMs Tracked |
Core Feature |
| Rank Prompt |
$49–149/mo |
ChatGPT, Gemini, Perplexity, Grok |
AI visibility tracking, prompt-level analysis. Can “push prompt injections” to influence LLM responses. |
| Peec AI |
$99–530/mo |
ChatGPT, Perplexity, Claude, Gemini |
Multi-model tracking, citation analysis, regional/multilingual, instant alerts. |
| AIclicks |
$39–499/mo |
ChatGPT, Google AI Overviews, Gemini, Perplexity |
Brand visibility tracking, competitor benchmarking, multi-client support. |
| Ceana |
Not public |
All major LLMs |
Reverse-engineers how LLMs evaluate domains. Concept extraction. |
| HubSpot AEO Grader |
Free |
Multiple |
AEO readiness grading. Surface-level diagnostic, funnel for HubSpot platform. |
What Tier 2 Lacks
No ontological grounding — they find keyword gaps, not conceptual territory gaps. No discourse structure analysis — they optimize individual pages, not information architecture. No negative space methodology — they tell you what competitors rank for, not what the entire discourse is missing. No knowledge graph intelligence — WordLift comes closest but focuses on schema.org markup output, not strategic insight. No multi-viewport analysis. No persistent memory across campaigns.
03
Full-service agencies that have added “AI” to their SEO offering. $2,000–25,000/month retainers. Human expertise augmented by the same SaaS tools from Tier 2.
| Agency |
Location |
Specialization |
Pricing |
| Amsive |
New York |
AEO/GEO pioneer. Lily Ray (VP SEO). 35+ SEO staff. Partnered with Profound. LLM traffic converting at 3.76% vs 1.19% organic. |
Enterprise custom |
| Seer Interactive |
Philadelphia |
Enterprise AI search experiments. Brand mention tracking in ChatGPT/LLMs. B-Corp. 200+ staff. |
Enterprise custom |
| Directive Consulting |
Irvine |
B2B/SaaS AI SEO. Tech-focused. |
$5K–15K/mo |
| Victorious SEO |
San Francisco |
Pure-play SEO with AI tools. Strong SERP focus. |
Custom |
| Dejan Marketing |
Australia |
Technical SEO + AI. Research-driven. Dan Petrovic leads. |
Custom |
Pricing patterns: Monthly retainers $2,000–25,000+. Project-based $5,000–50,000+. Hourly consulting $150–500/hr. AI-powered services command a 20–50% premium over manual SEO. Average AI SEO retainer: $3,200/month.
The agency limitation: Same tool stack as Tier 2 — they use Surfer, Clearscope, Semrush. No proprietary intelligence methodology. No knowledge graph or ontological layer. “AI-powered” usually means “we use ChatGPT/Claude to write content faster” or “we monitor AI search citations.” No negative space analysis. No cross-domain synthesis — each client engagement is siloed.
04
A Unique Position No Competitor Has Replicated
InfraNodus occupies a space that no other tool in any tier has filled: knowledge graph construction from search results, AI responses, competitor content, and custom text. Structural gap analysis that identifies missing connections between semantic clusters — not just missing keywords, but missing conceptual bridges.
Key capabilities: AI vs SERP comparison revealing where AI understanding diverges from search. Entity-driven SEO that maps the semantic territory as a network, not a flat keyword list. Content gap = structural gap — identifies what people search for but do not yet find by subtracting the graph of search results from the graph of search demand.
Pricing: ~$9/month (Basic) to ~$39/month (Business). MCP server for Claude Code integration. This is the analytical substrate that ShurAI already uses operationally — and that every competitor ignores.
05
After surveying all three tiers, these are the capabilities that none of them offer. Eight gaps that define the space ShurAI occupies alone.
Gap 01
Ontology-Grounded Intelligence
No tool or agency grounds strategy in a formal ontology. They use keyword databases but never model the conceptual territory a brand occupies. ShurAI builds knowledge graphs of the semantic space, then identifies structural gaps in the discourse itself.
Gap 02
Negative Space Methodology
Every competitor optimizes for visible demand. None systematically analyze what is absent from the discourse. The Scout Agent identifies content opportunities that do not yet exist in search demand because the conceptual bridge has not been built.
Gap 03
Discourse Structure Analysis
Competitors analyze pages. ShurAI analyzes how topics relate, where clusters form, where bridges are missing, what the information architecture of an entire market conversation looks like.
Gap 04
Multi-Layer Intelligence Viewports
No competitor offers layered analysis combining market, social, brand, and environmental intelligence into a composite view. ShurAI activates multiple analytical lenses simultaneously.
Gap 05
Persistent Cross-Session Intelligence
Every prompt pack and most tools treat each analysis as a fresh start. ShurAI maintains persistent knowledge graphs, engagement cycles, and session memory across client interactions. Intelligence compounds.
Gap 06
Agent-Orchestrated Multi-Phase Pipelines
No competitor runs multi-agent pipelines where specialized agents coordinate on a single engagement. Prompt packs are single-shot. SaaS tools are single-function. Agencies use human coordination. ShurAI orchestrates programmatically.
Gap 07
Brand Power Scoring with Ontological Grounding
AEO tools track citation counts. None produce a scored assessment grounded in knowledge graph analysis of brand positioning within a vertical’s semantic territory. ShurAI’s scoring is multi-dimensional and discourse-grounded.
Gap 08
Executable Specifications
No competitor has a document format that is simultaneously a strategy document and an executable instruction set for agent pipelines. ShurAI’s Totem Specs declare what to analyze, which agents to activate, and what to produce — then agents execute it.
The market has a clear gap in the upper-right quadrant: deep methodology at agency-level engagement. Everyone with deep methodology is cheap. Everyone expensive is methodologically shallow.
Methodology Depth
ShurAI
InfraNodus
$9–39/mo
WordLift
MarketMuse
Amsive / Seer
Enterprise
Surfer / Clearscope
$89–399/mo
AEO Tools
$49–530/mo
Generic Agencies
$3–10K/mo
Frase / SEO.ai
$15–249/mo
Prompt Packs
Free–DM gate
LinkedIn Lead-Gen
Price → Free — $50 — $200 — $500 — $3K — $10K+/mo