Off-Page & AI Visibility Engine — Claude AI Skill for Link Building & AI Citations

A senior off-page SEO director built into Claude — 4 reference guides covering link-building playbooks, AI citation mechanics, budget allocation across 5 tiers, and source-verified pricing. Builds your backlink profile and gets you cited in ChatGPT, Perplexity, and AI Overviews at the same time.

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Description

The problem with off-page SEO advice

You ask how to build links.
Claude tells you to “do guest posts and get on directories”.

Off-page SEO from Claude out of the box is surface-level and outdated. It doesn’t know your budget, your industry, or whether you’re optimizing for rankings or AI citations — two goals that now require completely different tactics. It won’t tell you that branded web mentions now correlate with AI visibility 3x more strongly than backlinks, or that nofollow links on Reddit and Quora are strategically valuable for getting cited in ChatGPT. You need a strategist who knows the 2026 playbook.

No budget calibration — the same advice regardless of whether you have $300/mo or $10K/mo to spend
No AI visibility layer — doesn’t know the difference between building DR and getting cited in ChatGPT, Perplexity, or AI Overviews
No risk guardrails — doesn’t flag which tactics touch Google’s link-spam policies or how to stay inside the safe zone

The fix

Off-Page & AI Visibility Engine gives Claude the depth of a senior off-page director — budget-scoped, source-verified, and built to move your backlink profile and AI citation presence at the same time

Four deep-dive reference guides covering link-building playbooks, AI visibility mechanics, budget allocation by tier, and source verification. Every plan comes with a 90-day roadmap, anchor text strategy, and a risk register — calibrated to your budget, industry, and goal.

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Without Off-Page & AI Visibility Engine
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With Off-Page & AI Visibility Engine

Generic link-building advice with no budget calibration — same tactics for a startup with $200/mo and an enterprise with $10K/mo

Budget-scoped plans across 5 tiers — allocation table with % and $ per tactic, verified tool costs, and ROI benchmarks for each budget level

No understanding of AI citations — treats nofollow links as worthless and misses the entire ChatGPT/Perplexity visibility opportunity

Dedicated AI visibility layer — Reddit, Quora, PR wire, G2/Capterra, Wikipedia/Wikidata, and brand mention strategy specifically for ChatGPT, Perplexity, AI Overviews, Gemini, and Copilot

No risk flagging — recommends guest posts and niche edits without mentioning Google’s link-spam policies or what could trigger a manual action

Risk register in every plan — every tactic flagged for Google compliance risk, with the compliant alternative where gray-hat tactics are requested

Anchor text advice is vague — no safe ratios, no offset strategy, no warning when exact-match anchor concentration is heading toward a penalty

Anchor-text guardrail built in — safe ratios (branded 30–50%, exact-match hard ceiling 10%) with an offset plan when the profile drifts

No outreach artifacts — strategy without templates means you still have to write every email, pitch, and Reddit answer from scratch

Delivers working artifacts on request — outreach emails, guest post pitches, Reddit/Quora answer drafts, press release drafts, Product Hunt launch plans, reclamation emails

Prices and platform policies quoted without verification — outdated cost estimates that lead to blown budgets

Source-verified pricing and policies — verifies costs at vendor pricing pages before quoting; anything unconfirmed is explicitly labeled as an estimate

What you get

Everything inside the download

Link-Building Playbooks
Verified step-by-step for every tactic: guest posts, digital PR, Reddit, Quora, forums, Product Hunt, G2/Capterra, HARO successors, niche edits, sponsorships, mention reclamation, podcasts, Wikipedia/Wikidata, statistics pages, backlink gap analysis, disavow, and anchor-text strategy.
AI Visibility Engine
AEO, GEO, and LLMO mechanics — how ChatGPT, Perplexity, Google AI Overviews, Gemini, and Copilot retrieve and cite content. Evidence-backed citation signals, off-page levers for AI, and measurement tools for tracking AI share-of-voice.
Budget Allocator
Verified per-tactic costs, tool pricing, and allocation models by budget tier (under $500/mo to $15K+/mo), goal, and industry. Multi-domain scoping for portfolios. ROI benchmarks with realistic links-per-month expectations at each tier.
Source Verification Protocol
Mandatory fact-checking protocol for prices, platform policies, and citation claims. Everything is verified at the source before being stated — or explicitly labeled as an estimate. No outdated numbers presented as current facts.
90-Day Roadmap Output
Every plan includes a month-by-month roadmap with realistic links-per-month and AI citation expectations for the budget tier, an anchor-text distribution plan, a risk register, and a KPI set with measurement cadence.
Ready-to-Use Artifacts
On request, generates working outreach emails, guest post pitch angles, Reddit/Quora answer drafts, press release drafts, Product Hunt launch plans, data-study linkbait concepts, and unlinked mention reclamation emails.

How it works

The 2026 off-page thesis — two goals, one strategy

THE RESEARCH BEHIND THE SKILL

Off-page SEO in 2026 has split into two co-equal goals. Ahrefs’ 75,000-brand study found that branded web mentions correlate with AI Overview visibility at 0.664 — roughly 3× stronger than backlinks (0.218). A Stacker × Scrunch controlled study found the same content distributed through third-party news outlets was cited 325% more often than when published on the brand’s own site. And nofollow links now correlate with AI visibility almost identically to dofollow (0.340 vs 0.334).

The implication: tactics that pass no PageRank — Reddit, Quora, PR wires, directories — are now strategically valuable for AI citation even when they do nothing for DR. A great off-page plan deliberately funds both buckets.

1
Intake — budget, goal, industry, domain
Four questions via dialog box before any planning begins

Asks monthly budget (5 tiers), number of domains, primary goal (DR growth, AI citations, referral traffic, SaaS lead gen, or balanced), and industry. Never starts planning without this — the same $2K/mo budget looks completely different for a SaaS B2B vs a local service business vs a YMYL publisher.

2
Diagnose — gap analysis, anchor audit, AI visibility check
Find the quick wins before building the full plan

Runs or requests a backlink gap analysis (Ahrefs Link Intersect or Semrush Backlink Gap) to find domains linking to competitors but not you. Audits current anchor-text distribution against safe ratios. Checks AI visibility using available trackers (Ahrefs Brand Radar, Profound, Peec, Semrush AI Toolkit). Identifies quick wins: unlinked brand mentions, missing G2/Capterra/Crunchbase listings, missing Wikidata entity.

3
Build the plan — allocation table, tactic stack, 90-day roadmap
A complete budget-scoped plan with verified costs and risk ratings

Produces an allocation table (% and $ per tactic + tools), a prioritized tactic stack with step-by-step instructions for each play, a dedicated AI-visibility layer mapped to the goal, a month-by-month 90-day roadmap, anchor-text distribution plan, risk register, and KPI set. Every cost is verified or labeled as an estimate.

Sample allocation — $2,000/mo | Goal: Balanced | Industry: SaaS B2B
  Guest posts (2×/mo, DR 40–60 sites)      $800   40%   DR + rankings
  Digital PR / data study distribution      $400   20%   DR + AI citations
  Reddit & Quora organic presence            $0    —     AI citations (nofollow)
  G2/Capterra profile + review program      $200   10%   AI citations + referral
  Tools (Ahrefs, Hunter.io)                 $300   15%   Operations
  Mention reclamation (in-house)             $0    —     DR quick win
  Reserve / test budget                     $300   15%   Opportunistic
4
Execute — artifacts on request

Pick a tactic and get the working artifact — outreach email, pitch angle, Reddit answer draft, press release, Product Hunt plan, data-study concept, or reclamation email. Each built around the platform’s real rules, not generic templates.

5
Measure & iterate

KPIs set up front — referring domains, DR trajectory, AI citation rate, share of voice, referral traffic — with the tools and cadence to track them. Offers to establish a recurring monthly tracking ritual.

Made for

Who gets the most out of this skill

SEO Professionals & Agency Teams
Build budget-scoped link-building plans for clients, generate outreach templates, run gap analyses, and produce deliverable-ready 90-day roadmaps — without starting from scratch for every engagement.
SaaS & B2B Founders
Get cited in the AI tools your buyers use to evaluate software. Build a brand presence on Reddit, G2, and Capterra that feeds both rankings and AI citations — with a plan calibrated to your actual monthly budget.
Content & Media Publishers
Digital PR, data studies, and statistics pages that earn links and AI citations simultaneously. Get your data cited in AI Overviews and Perplexity answers by building the right third-party distribution network.
E-commerce & Local Businesses
Industry-specific allocation models for e-commerce (Google Shopping visibility, merchant reviews) and local businesses (local citations, GBP, local PR) — not generic advice repackaged for your niche.
4
deep-dive reference guides
5
budget tiers covered
6
AI engines tracked
$19
all skills included

Getting started

Up and running in 3 steps

1
Download
Purchase your subscription and download the Off-Page & AI Visibility Engine — a .skill file with the main SKILL.md and all four reference guides.
2
Install in Claude
Drop the files into your Claude skills folder. Full instructions included. Works with Claude.ai Pro, Claude Code, and the API.
3
Build your first plan
Tell Claude your budget and goal — “build me an off-page plan for $1,500/mo focused on AI visibility for my SaaS” — and the intake dialog starts immediately.

See it in action

What a plan looks like

After intake: $1,500/mo · 1 domain · Goal: AI citations + rankings · SaaS B2B

ALLOCATION TABLE
  Guest posts (1×/mo, DR 50+ relevant site)    $500   33%   PageRank / DR
  Reddit organic (3 subs, 20:1 ratio)            $0    —    AI citations
  G2 profile + 5 customer reviews              $100    7%   AI citations + referral
  Unlinked mention reclamation (in-house 2h)     $0    —    DR quick win
  PR wire distribution (1 release/mo)          $300   20%   AI citations + brand
  Ahrefs (Lite) + Hunter.io                    $199   13%   Operations
  Reserve                                      $401   27%   Data study Q2

AI VISIBILITY LAYER (Month 1–3)
  → Reddit: Post in 3 subreddits where ICP is active. 20 genuine comments
    before any brand mention. Target threads asking "what tool do you use for X"
  → G2: Activate review program — email 10 active customers with a direct link.
    G2 is a confirmed ChatGPT and Perplexity source for software comparisons.
  → PR: Distribute one data study via PR Newswire ($349/release) targeting
    tech/SaaS journalists. Third-party editorial coverage = 3.25× AI citation rate.

ANCHOR TEXT PLAN (current: 62% exact-match — needs offsetting)
  Next 8 links: 6 branded/naked, 2 generic — no exact-match until ratio corrects

⚠️ RISK REGISTER
  · Niche edits: gray-hat — flagged. Alternative: unlinked mention reclamation.
  · Guest posts: white-hat if on real editorial sites with genuine traffic.
    DO NOT use guest-post networks or sites with DR 80+ / traffic 0.

Technical specs

File format.md (Markdown) — opens in any text editor
Compatible withClaude.ai Pro/Team, Claude Code, Claude API (all models)
Optimised forClaude Sonnet 4 and above — works on all recent Claude models
Reference filesIncludes ai-visibility-engine.md, link-building-playbooks.md, budget-allocator.md, source-verification.md
External tools requiredNone — runs entirely inside Claude. Recommends Ahrefs/Semrush for gap analysis but works without them.
DeliveryInstant download — included in subscription
LicenseCommercial use included — use across unlimited client sites and projects
UpdatesLifetime updates included with subscription

FAQ

Common questions

What’s the difference between this and the SEO Specialist skill?
The SEO Specialist covers the full SEO stack — technical, on-page, content, and off-page at a strategic level. The Off-Page & AI Visibility Engine goes deep on off-page only — with verified tactic playbooks, budget allocation models, step-by-step outreach artifacts, and a dedicated AI citation layer that the SEO Specialist doesn’t have. Use both for complete SEO coverage.
Does it work for small budgets — under $500/mo?
Yes — the under-$500/mo tier has its own allocation model focused on zero-cost tactics: unlinked mention reclamation, Reddit/Quora organic participation, free directory listings (Crunchbase, Product Hunt free tier, Google Business Profile), and in-house digital PR. The plan is sized to what’s actually achievable, not padded with tactics you can’t afford.
How does it help me get cited in ChatGPT and Perplexity?
The AI Visibility Engine reference guide covers how each AI system retrieves content — training data vs live RAG/grounding — and maps the off-page levers that influence each one. For Perplexity (live web retrieval), third-party editorial coverage and review site presence matter most. For ChatGPT (training + Bing grounding), brand mention volume and Wikipedia/Wikidata entity presence are key signals. The plan is engine-specific, not generic “create great content” advice.
Does it work for multiple domains / site portfolios?
Yes — the budget allocator includes a portfolio prioritization model for 2–3, 4–10, and 10+ domain sets. The key principle: concentrate budget on the highest-authority domain first rather than spreading thinly. The intake asks for number of domains specifically to apply the right model.
What’s your purchase policy?
We stand behind every product. Our purchase policy covers delivery, licensing, and how we handle concerns. Learn more →

Your Claude. Senior off-page director level.

Build backlinks and AI citations
with one budget-scoped plan.

4 reference guides. 5 budget tiers. 6 AI engines. Source-verified. Risk-rated. Included in subscription.

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