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Two Different Jobs, Two Different AI Surfaces

The "AI SEO" category has become a marketing swamp. Half the tools bolt a chatbot onto a rank tracker and call it AI. Others use the word for anything with an algorithm. SEObolt splits the picture into two precise layers so you always know what is actually happening.

The first layer is AI we call — external models (OpenAI, Anthropic, DeepSeek, Google) that generate copy on your behalf inside WordPress. You trigger it, you see every word before it saves, and you can switch providers at any time.

The second layer is AI we track — external models (ChatGPT, Claude, Perplexity, Gemini, DeepSeek) whose answers we monitor on the SEObolt SaaS dashboard so you can see whether your brand is being cited in AI search results.

Everything else in SEObolt — the 57-point SEO Score, the 11-factor Schema Score, the 10-point Local SEO Score, the 37-factor GEO Score — is rule-based. Not AI. Deterministic, explainable, repeatable math over your content and your analytics data.

AI We Call vs AI We Track

Side by side, the distinction is easy to spot. One layer writes for you. The other watches whether AI writes about you.

AI We Call

Content AI — WordPress plugin
  • OpenAI (GPT-4o, GPT-4, GPT-3.5 Turbo)
  • Anthropic Claude (3.5 Sonnet, 3 Haiku)
  • DeepSeek
  • Google Gemini
  • Purpose: write titles, meta descriptions, content suggestions, and internal-link hints on demand
  • Where: inside the WordPress post editor
  • Billing: BYOK (your API key, unlimited) or included monthly credits

AI We Track

LLM Rankings — SEObolt.io SaaS
  • ChatGPT
  • Claude
  • Perplexity
  • Google Gemini
  • DeepSeek
  • Purpose: query each LLM on your brand and topical prompts, record citations and share-of-voice against competitors
  • Where: in the SEObolt.io cloud dashboard (Business & Agency plans)
  • Billing: 1 AI credit per keyword check covers all providers. Bring your own API keys to bypass credits entirely.

AI We Call: Content AI Inside WordPress

Content AI lives in the WordPress post editor. You click a button, the plugin sends a tightly-scoped prompt (your current content, focus keywords, and SEO constraints) to the provider you picked, and you get drafts back. Nothing is auto-published, and nothing leaves your site until you press the button.

Title Suggestions

Multiple SEO-tuned title variants constrained to the 60-character SERP sweet spot, each grounded in your focus keywords.

Meta Descriptions

Click-worthy meta descriptions at the 155-character limit, with natural keyword placement and search-intent alignment.

Content Suggestions

Specific, actionable changes to lift your on-page SEO score — headings, sections, examples, and gaps against your target keyword.

Internal Link Suggestions

The AI scans your existing content library and surfaces contextually relevant internal-link candidates for your current post.

Keyword Suggestions

Related keywords, long-tail variations, and semantic matches for your target topic — scoped to your default country and audience.

Content Expansion

Expand a thin heading or paragraph into fully-developed prose with examples and supporting detail — without drifting off your keyword.

Alt Text Generation

Descriptive, accessibility-friendly alt text for images, grounded in your post context so it reads like a human wrote it.

FAQ Generation

Auto-draft FAQ sections from your content, ready for FAQPage schema and eligible for rich results on Google.

BYOK or credits. Bring your own API key from OpenAI, Anthropic, DeepSeek, or Google and pay the provider directly with zero SEObolt credits consumed. Or use the monthly credit allocation included with your SEObolt tier — no separate account required.

Full Content AI details →

AI We Track: LLM Rankings on the Cloud Dashboard

LLM Rankings runs on the SEObolt.io SaaS dashboard. It queries five major LLMs on the prompts your customers actually ask, records whether your brand is cited, and compares your share of AI citations against competitors.

This is not something the plugin does locally — it requires a cloud backend to run prompts on a schedule, store historical data, and surface trends. Available on Business and Agency plans; each keyword check uses 1 AI credit (covering all providers), or bring your own LLM API keys to bypass credits.

Prompt-Level Citations

For every tracked prompt, see which LLMs mentioned your brand, which linked to your pages, and which sent customers to a competitor.

Share of Voice

Your AI citation share vs rivals across all five LLMs and all tracked prompts, trended over time.

Movement Alerts

Get notified when you gain or lose citations on specific prompts — the closest thing to "rank tracking for AI search."

llms.txt Generator

Auto-build an llms.txt manifest from your GSC-indexed pages to help AI crawlers discover your most important URLs.

Full SEObolt.io SaaS Dashboard details →

Not AI: GEO Score Is the Bridge

GEO Score is a 37-factor, rule-based scoring engine that grades how well a page is optimized for AI citations. It's built on peer-reviewed research from Princeton, Georgia Tech, and UC Berkeley — not on an LLM. It tells you what to fix on your content; LLM Rankings then tells you if it worked.

The loop:

Because GEO Score is rule-based, its output is fully explainable — every point deduction comes with a specific factor and a specific fix. No LLM hallucinations, no "trust me, the AI said so."

Full GEO Score methodology →

What Is and Isn't AI, Precisely

To remove any ambiguity, here's the exact line between AI and rule-based features inside SEObolt.

Feature Type Details
Content AI (titles, meta, suggestions, link hints) AI (we call) OpenAI, Claude, DeepSeek, or Gemini — your pick
LLM Rankings (citation tracking) AI (we track) Queries ChatGPT, Claude, Perplexity, Gemini, DeepSeek
57-point SEO Score Rule-based Deterministic checks on HTML, headings, links, meta
11-factor Schema Score Rule-based JSON-LD validation + completeness checks
10-point Local SEO Score Rule-based NAP consistency, hours, LocalBusiness schema
37-factor GEO Score Rule-based Peer-reviewed GEO research — not an LLM
Content decay alerts, keyword position tracking Rule-based Threshold logic over GSC and SERP data

SEObolt is not an AI content writer, not an automated blog generator, and not a backlink farm. If you're looking for a tool that writes entire posts and auto-publishes them, SEObolt is the wrong product. It's a rank-tracking and optimization platform that uses AI where AI is genuinely useful, and uses deterministic math everywhere else.

Honest About AI, From Day One

See the two AI layers and the rule-based scoring engines working together on a single license. No marketing swamp, no "AI everywhere" handwaving.